Hugging Face's logo

Datasets:
Baileyyeah
/
Tabllm_dataset

Modalities:
Text
Dataset card Data Studio Files
xet
Community
Baileyyeah commited on
Commit
0bbbf23
·
1 Parent(s): c67fcc7

Upload cleaned dataset

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. Blood/seed_0/metrics.json +17 -0
  2. Blood/seed_0/rationale/data_with_prompts_train_decision_tree_correct_serialized.json +0 -0
  3. Blood/seed_0/rationale/generated_rationales_train_decision_tree_full_serialized.json +0 -0
  4. Blood/seed_0/rationale_newest/data_with_prompts_train_decision_tree_correct_serialized.json +0 -0
  5. Blood/seed_0/rationale_newest/generated_rationales_train_decision_tree_full_serialized.json +0 -0
  6. Blood/seed_0/test.json +1553 -0
  7. Blood/seed_0/test_correct.json +410 -0
  8. Blood/seed_0/train.json +0 -0
  9. Blood/seed_0/train_correct.json +0 -0
  10. Blood/seed_0/tree.txt +97 -0
  11. Blood/seed_0/val.json +602 -0
  12. Blood/seed_0/val_correct.json +490 -0
  13. Blood/seed_15/metrics.json +17 -0
  14. Blood/seed_15/rationale/data_with_prompts_train_decision_tree_correct_serialized.json +0 -0
  15. Blood/seed_15/rationale/generated_rationales_train_decision_tree_full_serialized.json +0 -0
  16. Blood/seed_15/rationale_newest/data_with_prompts_train_decision_tree_correct_serialized.json +0 -0
  17. Blood/seed_15/rationale_newest/generated_rationales_train_decision_tree_full_serialized.json +0 -0
  18. Blood/seed_15/test.json +1427 -0
  19. Blood/seed_15/test_correct.json +466 -0
  20. Blood/seed_15/train.json +0 -0
  21. Blood/seed_15/train_correct.json +0 -0
  22. Blood/seed_15/tree.txt +43 -0
  23. Blood/seed_15/val.json +602 -0
  24. Blood/seed_15/val_correct.json +450 -0
  25. Blood/seed_2/metrics.json +17 -0
  26. Blood/seed_2/rationale/data_with_prompts_train_decision_tree_correct_serialized.json +0 -0
  27. Blood/seed_2/rationale/generated_rationales_train_decision_tree_full_serialized.json +0 -0
  28. Blood/seed_2/rationale_newest/data_with_prompts_train_decision_tree_correct_serialized.json +0 -0
  29. Blood/seed_2/rationale_newest/generated_rationales_train_decision_tree_full_serialized.json +0 -0
  30. Blood/seed_2/test.json +1475 -0
  31. Blood/seed_2/test_correct.json +458 -0
  32. Blood/seed_2/train.json +0 -0
  33. Blood/seed_2/train_correct.json +0 -0
  34. Blood/seed_2/tree.txt +67 -0
  35. Blood/seed_2/val.json +602 -0
  36. Blood/seed_2/val_correct.json +490 -0
  37. Blood/seed_4/metrics.json +17 -0
  38. Blood/seed_4/rationale/data_with_prompts_train_decision_tree_correct_serialized.json +0 -0
  39. Blood/seed_4/rationale/generated_rationales_train_decision_tree_full_serialized.json +0 -0
  40. Blood/seed_4/rationale_newest/data_with_prompts_train_decision_tree_correct_serialized.json +0 -0
  41. Blood/seed_4/rationale_newest/generated_rationales_train_decision_tree_full_serialized.json +0 -0
  42. Blood/seed_4/test.json +1526 -0
  43. Blood/seed_4/test_correct.json +458 -0
  44. Blood/seed_4/train.json +0 -0
  45. Blood/seed_4/train_correct.json +0 -0
  46. Blood/seed_4/tree.txt +97 -0
  47. Blood/seed_4/val.json +602 -0
  48. Blood/seed_4/val_correct.json +506 -0
  49. Blood/seed_50/metrics.json +17 -0
  50. Blood/seed_50/rationale/data_with_prompts_train_decision_tree_correct_serialized.json +0 -0
Blood/seed_0/metrics.json ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "seed": 0,
3
+ "best_params": {
4
+ "max_depth": 6,
5
+ "min_samples_split": 2,
6
+ "min_samples_leaf": 2,
7
+ "criterion": "entropy"
8
+ },
9
+ "train_accuracy": 0.842809364548495,
10
+ "val_accuracy": 0.8133333333333334,
11
+ "test_accuracy": 0.68,
12
+ "num_train": 598,
13
+ "num_val": 75,
14
+ "num_test": 75,
15
+ "num_train_correct": 504,
16
+ "num_test_correct": 51
17
+ }
Blood/seed_0/rationale/data_with_prompts_train_decision_tree_correct_serialized.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_0/rationale/generated_rationales_train_decision_tree_full_serialized.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_0/rationale_newest/data_with_prompts_train_decision_tree_correct_serialized.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_0/rationale_newest/generated_rationales_train_decision_tree_full_serialized.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_0/test.json ADDED
@@ -0,0 +1,1553 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id": 4,
4
+ "label": "No",
5
+ "prediction": "No",
6
+ "features": {
7
+ "recency": 1.0,
8
+ "frequency": 24.0,
9
+ "monetary": 6000.0,
10
+ "time": 77.0
11
+ },
12
+ "decision_path": [
13
+ "recency <= 6.500",
14
+ "frequency > 4.500",
15
+ "time > 38.500",
16
+ "frequency > 18.000",
17
+ "monetary > 5500.000",
18
+ "monetary <= 6250.000"
19
+ ],
20
+ "note": "The Recency - months since last donation is 1. The Frequency - total number of donation is 24. The Monetary - total blood donated in c.c. is 6000. The Time - months since first donation is 77.",
21
+ "rationale": "only for testing"
22
+ },
23
+ {
24
+ "id": 33,
25
+ "label": "Yes",
26
+ "prediction": "Yes",
27
+ "features": {
28
+ "recency": 4.0,
29
+ "frequency": 9.0,
30
+ "monetary": 2250.0,
31
+ "time": 26.0
32
+ },
33
+ "decision_path": [
34
+ "recency <= 6.500",
35
+ "frequency > 4.500",
36
+ "time <= 38.500",
37
+ "time > 15.500",
38
+ "monetary > 1375.000",
39
+ "frequency <= 10.500"
40
+ ],
41
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 9. The Monetary - total blood donated in c.c. is 2250. The Time - months since first donation is 26.",
42
+ "rationale": "only for testing"
43
+ },
44
+ {
45
+ "id": 38,
46
+ "label": "Yes",
47
+ "prediction": "No",
48
+ "features": {
49
+ "recency": 2.0,
50
+ "frequency": 14.0,
51
+ "monetary": 3500.0,
52
+ "time": 57.0
53
+ },
54
+ "decision_path": [
55
+ "recency <= 6.500",
56
+ "frequency > 4.500",
57
+ "time > 38.500",
58
+ "frequency <= 18.000",
59
+ "time > 49.500",
60
+ "monetary > 2625.000"
61
+ ],
62
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 14. The Monetary - total blood donated in c.c. is 3500. The Time - months since first donation is 57.",
63
+ "rationale": "only for testing"
64
+ },
65
+ {
66
+ "id": 42,
67
+ "label": "Yes",
68
+ "prediction": "No",
69
+ "features": {
70
+ "recency": 2.0,
71
+ "frequency": 5.0,
72
+ "monetary": 1250.0,
73
+ "time": 16.0
74
+ },
75
+ "decision_path": [
76
+ "recency <= 6.500",
77
+ "frequency > 4.500",
78
+ "time <= 38.500",
79
+ "time > 15.500",
80
+ "monetary <= 1375.000",
81
+ "recency <= 3.500"
82
+ ],
83
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 16.",
84
+ "rationale": "only for testing"
85
+ },
86
+ {
87
+ "id": 57,
88
+ "label": "Yes",
89
+ "prediction": "Yes",
90
+ "features": {
91
+ "recency": 2.0,
92
+ "frequency": 7.0,
93
+ "monetary": 1750.0,
94
+ "time": 28.0
95
+ },
96
+ "decision_path": [
97
+ "recency <= 6.500",
98
+ "frequency > 4.500",
99
+ "time <= 38.500",
100
+ "time > 15.500",
101
+ "monetary > 1375.000",
102
+ "frequency <= 10.500"
103
+ ],
104
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 28.",
105
+ "rationale": "only for testing"
106
+ },
107
+ {
108
+ "id": 68,
109
+ "label": "No",
110
+ "prediction": "Yes",
111
+ "features": {
112
+ "recency": 4.0,
113
+ "frequency": 7.0,
114
+ "monetary": 1750.0,
115
+ "time": 25.0
116
+ },
117
+ "decision_path": [
118
+ "recency <= 6.500",
119
+ "frequency > 4.500",
120
+ "time <= 38.500",
121
+ "time > 15.500",
122
+ "monetary > 1375.000",
123
+ "frequency <= 10.500"
124
+ ],
125
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 25.",
126
+ "rationale": "only for testing"
127
+ },
128
+ {
129
+ "id": 88,
130
+ "label": "No",
131
+ "prediction": "No",
132
+ "features": {
133
+ "recency": 4.0,
134
+ "frequency": 2.0,
135
+ "monetary": 500.0,
136
+ "time": 4.0
137
+ },
138
+ "decision_path": [
139
+ "recency <= 6.500",
140
+ "frequency <= 4.500",
141
+ "time <= 51.500",
142
+ "monetary <= 625.000",
143
+ "time <= 12.000",
144
+ "time <= 6.500"
145
+ ],
146
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 4.",
147
+ "rationale": "only for testing"
148
+ },
149
+ {
150
+ "id": 103,
151
+ "label": "No",
152
+ "prediction": "No",
153
+ "features": {
154
+ "recency": 2.0,
155
+ "frequency": 5.0,
156
+ "monetary": 1250.0,
157
+ "time": 26.0
158
+ },
159
+ "decision_path": [
160
+ "recency <= 6.500",
161
+ "frequency > 4.500",
162
+ "time <= 38.500",
163
+ "time > 15.500",
164
+ "monetary <= 1375.000",
165
+ "recency <= 3.500"
166
+ ],
167
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 26.",
168
+ "rationale": "only for testing"
169
+ },
170
+ {
171
+ "id": 106,
172
+ "label": "No",
173
+ "prediction": "No",
174
+ "features": {
175
+ "recency": 0.0,
176
+ "frequency": 8.0,
177
+ "monetary": 2000.0,
178
+ "time": 59.0
179
+ },
180
+ "decision_path": [
181
+ "recency <= 6.500",
182
+ "frequency > 4.500",
183
+ "time > 38.500",
184
+ "frequency <= 18.000",
185
+ "time > 49.500",
186
+ "monetary <= 2625.000"
187
+ ],
188
+ "note": "The Recency - months since last donation is 0. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 59.",
189
+ "rationale": "only for testing"
190
+ },
191
+ {
192
+ "id": 111,
193
+ "label": "No",
194
+ "prediction": "Yes",
195
+ "features": {
196
+ "recency": 4.0,
197
+ "frequency": 9.0,
198
+ "monetary": 2250.0,
199
+ "time": 46.0
200
+ },
201
+ "decision_path": [
202
+ "recency <= 6.500",
203
+ "frequency > 4.500",
204
+ "time > 38.500",
205
+ "frequency <= 18.000",
206
+ "time <= 49.500",
207
+ "monetary > 1625.000"
208
+ ],
209
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 9. The Monetary - total blood donated in c.c. is 2250. The Time - months since first donation is 46.",
210
+ "rationale": "only for testing"
211
+ },
212
+ {
213
+ "id": 112,
214
+ "label": "No",
215
+ "prediction": "Yes",
216
+ "features": {
217
+ "recency": 4.0,
218
+ "frequency": 5.0,
219
+ "monetary": 1250.0,
220
+ "time": 23.0
221
+ },
222
+ "decision_path": [
223
+ "recency <= 6.500",
224
+ "frequency > 4.500",
225
+ "time <= 38.500",
226
+ "time > 15.500",
227
+ "monetary <= 1375.000",
228
+ "recency > 3.500"
229
+ ],
230
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 23.",
231
+ "rationale": "only for testing"
232
+ },
233
+ {
234
+ "id": 118,
235
+ "label": "No",
236
+ "prediction": "No",
237
+ "features": {
238
+ "recency": 1.0,
239
+ "frequency": 7.0,
240
+ "monetary": 1750.0,
241
+ "time": 57.0
242
+ },
243
+ "decision_path": [
244
+ "recency <= 6.500",
245
+ "frequency > 4.500",
246
+ "time > 38.500",
247
+ "frequency <= 18.000",
248
+ "time > 49.500",
249
+ "monetary <= 2625.000"
250
+ ],
251
+ "note": "The Recency - months since last donation is 1. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 57.",
252
+ "rationale": "only for testing"
253
+ },
254
+ {
255
+ "id": 133,
256
+ "label": "No",
257
+ "prediction": "Yes",
258
+ "features": {
259
+ "recency": 4.0,
260
+ "frequency": 6.0,
261
+ "monetary": 1500.0,
262
+ "time": 35.0
263
+ },
264
+ "decision_path": [
265
+ "recency <= 6.500",
266
+ "frequency > 4.500",
267
+ "time <= 38.500",
268
+ "time > 15.500",
269
+ "monetary > 1375.000",
270
+ "frequency <= 10.500"
271
+ ],
272
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 35.",
273
+ "rationale": "only for testing"
274
+ },
275
+ {
276
+ "id": 134,
277
+ "label": "No",
278
+ "prediction": "No",
279
+ "features": {
280
+ "recency": 2.0,
281
+ "frequency": 11.0,
282
+ "monetary": 2750.0,
283
+ "time": 88.0
284
+ },
285
+ "decision_path": [
286
+ "recency <= 6.500",
287
+ "frequency > 4.500",
288
+ "time > 38.500",
289
+ "frequency <= 18.000",
290
+ "time > 49.500",
291
+ "monetary > 2625.000"
292
+ ],
293
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 11. The Monetary - total blood donated in c.c. is 2750. The Time - months since first donation is 88.",
294
+ "rationale": "only for testing"
295
+ },
296
+ {
297
+ "id": 148,
298
+ "label": "Yes",
299
+ "prediction": "No",
300
+ "features": {
301
+ "recency": 2.0,
302
+ "frequency": 2.0,
303
+ "monetary": 500.0,
304
+ "time": 11.0
305
+ },
306
+ "decision_path": [
307
+ "recency <= 6.500",
308
+ "frequency <= 4.500",
309
+ "time <= 51.500",
310
+ "monetary <= 625.000",
311
+ "time <= 12.000",
312
+ "time > 6.500"
313
+ ],
314
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 11.",
315
+ "rationale": "only for testing"
316
+ },
317
+ {
318
+ "id": 149,
319
+ "label": "No",
320
+ "prediction": "No",
321
+ "features": {
322
+ "recency": 2.0,
323
+ "frequency": 2.0,
324
+ "monetary": 500.0,
325
+ "time": 11.0
326
+ },
327
+ "decision_path": [
328
+ "recency <= 6.500",
329
+ "frequency <= 4.500",
330
+ "time <= 51.500",
331
+ "monetary <= 625.000",
332
+ "time <= 12.000",
333
+ "time > 6.500"
334
+ ],
335
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 11.",
336
+ "rationale": "only for testing"
337
+ },
338
+ {
339
+ "id": 152,
340
+ "label": "No",
341
+ "prediction": "No",
342
+ "features": {
343
+ "recency": 4.0,
344
+ "frequency": 11.0,
345
+ "monetary": 2750.0,
346
+ "time": 78.0
347
+ },
348
+ "decision_path": [
349
+ "recency <= 6.500",
350
+ "frequency > 4.500",
351
+ "time > 38.500",
352
+ "frequency <= 18.000",
353
+ "time > 49.500",
354
+ "monetary > 2625.000"
355
+ ],
356
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 11. The Monetary - total blood donated in c.c. is 2750. The Time - months since first donation is 78.",
357
+ "rationale": "only for testing"
358
+ },
359
+ {
360
+ "id": 156,
361
+ "label": "No",
362
+ "prediction": "No",
363
+ "features": {
364
+ "recency": 2.0,
365
+ "frequency": 1.0,
366
+ "monetary": 250.0,
367
+ "time": 2.0
368
+ },
369
+ "decision_path": [
370
+ "recency <= 6.500",
371
+ "frequency <= 4.500",
372
+ "time <= 51.500",
373
+ "monetary <= 625.000",
374
+ "time <= 12.000",
375
+ "time <= 6.500"
376
+ ],
377
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
378
+ "rationale": "only for testing"
379
+ },
380
+ {
381
+ "id": 164,
382
+ "label": "Yes",
383
+ "prediction": "No",
384
+ "features": {
385
+ "recency": 2.0,
386
+ "frequency": 1.0,
387
+ "monetary": 250.0,
388
+ "time": 2.0
389
+ },
390
+ "decision_path": [
391
+ "recency <= 6.500",
392
+ "frequency <= 4.500",
393
+ "time <= 51.500",
394
+ "monetary <= 625.000",
395
+ "time <= 12.000",
396
+ "time <= 6.500"
397
+ ],
398
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
399
+ "rationale": "only for testing"
400
+ },
401
+ {
402
+ "id": 167,
403
+ "label": "No",
404
+ "prediction": "No",
405
+ "features": {
406
+ "recency": 2.0,
407
+ "frequency": 1.0,
408
+ "monetary": 250.0,
409
+ "time": 2.0
410
+ },
411
+ "decision_path": [
412
+ "recency <= 6.500",
413
+ "frequency <= 4.500",
414
+ "time <= 51.500",
415
+ "monetary <= 625.000",
416
+ "time <= 12.000",
417
+ "time <= 6.500"
418
+ ],
419
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
420
+ "rationale": "only for testing"
421
+ },
422
+ {
423
+ "id": 170,
424
+ "label": "No",
425
+ "prediction": "No",
426
+ "features": {
427
+ "recency": 2.0,
428
+ "frequency": 1.0,
429
+ "monetary": 250.0,
430
+ "time": 2.0
431
+ },
432
+ "decision_path": [
433
+ "recency <= 6.500",
434
+ "frequency <= 4.500",
435
+ "time <= 51.500",
436
+ "monetary <= 625.000",
437
+ "time <= 12.000",
438
+ "time <= 6.500"
439
+ ],
440
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
441
+ "rationale": "only for testing"
442
+ },
443
+ {
444
+ "id": 176,
445
+ "label": "Yes",
446
+ "prediction": "No",
447
+ "features": {
448
+ "recency": 11.0,
449
+ "frequency": 4.0,
450
+ "monetary": 1000.0,
451
+ "time": 16.0
452
+ },
453
+ "decision_path": [
454
+ "recency > 6.500",
455
+ "monetary > 375.000",
456
+ "monetary <= 3625.000",
457
+ "frequency <= 13.500",
458
+ "time <= 22.500",
459
+ "recency <= 12.000"
460
+ ],
461
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 16.",
462
+ "rationale": "only for testing"
463
+ },
464
+ {
465
+ "id": 178,
466
+ "label": "Yes",
467
+ "prediction": "No",
468
+ "features": {
469
+ "recency": 4.0,
470
+ "frequency": 6.0,
471
+ "monetary": 1500.0,
472
+ "time": 41.0
473
+ },
474
+ "decision_path": [
475
+ "recency <= 6.500",
476
+ "frequency > 4.500",
477
+ "time > 38.500",
478
+ "frequency <= 18.000",
479
+ "time <= 49.500",
480
+ "monetary <= 1625.000"
481
+ ],
482
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 41.",
483
+ "rationale": "only for testing"
484
+ },
485
+ {
486
+ "id": 195,
487
+ "label": "Yes",
488
+ "prediction": "No",
489
+ "features": {
490
+ "recency": 2.0,
491
+ "frequency": 5.0,
492
+ "monetary": 1250.0,
493
+ "time": 47.0
494
+ },
495
+ "decision_path": [
496
+ "recency <= 6.500",
497
+ "frequency > 4.500",
498
+ "time > 38.500",
499
+ "frequency <= 18.000",
500
+ "time <= 49.500",
501
+ "monetary <= 1625.000"
502
+ ],
503
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 47.",
504
+ "rationale": "only for testing"
505
+ },
506
+ {
507
+ "id": 203,
508
+ "label": "No",
509
+ "prediction": "No",
510
+ "features": {
511
+ "recency": 4.0,
512
+ "frequency": 7.0,
513
+ "monetary": 1750.0,
514
+ "time": 58.0
515
+ },
516
+ "decision_path": [
517
+ "recency <= 6.500",
518
+ "frequency > 4.500",
519
+ "time > 38.500",
520
+ "frequency <= 18.000",
521
+ "time > 49.500",
522
+ "monetary <= 2625.000"
523
+ ],
524
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 58.",
525
+ "rationale": "only for testing"
526
+ },
527
+ {
528
+ "id": 210,
529
+ "label": "No",
530
+ "prediction": "No",
531
+ "features": {
532
+ "recency": 4.0,
533
+ "frequency": 1.0,
534
+ "monetary": 250.0,
535
+ "time": 4.0
536
+ },
537
+ "decision_path": [
538
+ "recency <= 6.500",
539
+ "frequency <= 4.500",
540
+ "time <= 51.500",
541
+ "monetary <= 625.000",
542
+ "time <= 12.000",
543
+ "time <= 6.500"
544
+ ],
545
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 4.",
546
+ "rationale": "only for testing"
547
+ },
548
+ {
549
+ "id": 254,
550
+ "label": "No",
551
+ "prediction": "No",
552
+ "features": {
553
+ "recency": 12.0,
554
+ "frequency": 13.0,
555
+ "monetary": 3250.0,
556
+ "time": 59.0
557
+ },
558
+ "decision_path": [
559
+ "recency > 6.500",
560
+ "monetary > 375.000",
561
+ "monetary <= 3625.000",
562
+ "frequency <= 13.500",
563
+ "time > 22.500",
564
+ "monetary > 1125.000"
565
+ ],
566
+ "note": "The Recency - months since last donation is 12. The Frequency - total number of donation is 13. The Monetary - total blood donated in c.c. is 3250. The Time - months since first donation is 59.",
567
+ "rationale": "only for testing"
568
+ },
569
+ {
570
+ "id": 263,
571
+ "label": "Yes",
572
+ "prediction": "No",
573
+ "features": {
574
+ "recency": 2.0,
575
+ "frequency": 3.0,
576
+ "monetary": 750.0,
577
+ "time": 38.0
578
+ },
579
+ "decision_path": [
580
+ "recency <= 6.500",
581
+ "frequency <= 4.500",
582
+ "time <= 51.500",
583
+ "monetary > 625.000",
584
+ "time > 10.000",
585
+ "recency <= 2.500"
586
+ ],
587
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 38.",
588
+ "rationale": "only for testing"
589
+ },
590
+ {
591
+ "id": 268,
592
+ "label": "No",
593
+ "prediction": "No",
594
+ "features": {
595
+ "recency": 4.0,
596
+ "frequency": 7.0,
597
+ "monetary": 1750.0,
598
+ "time": 82.0
599
+ },
600
+ "decision_path": [
601
+ "recency <= 6.500",
602
+ "frequency > 4.500",
603
+ "time > 38.500",
604
+ "frequency <= 18.000",
605
+ "time > 49.500",
606
+ "monetary <= 2625.000"
607
+ ],
608
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 82.",
609
+ "rationale": "only for testing"
610
+ },
611
+ {
612
+ "id": 271,
613
+ "label": "No",
614
+ "prediction": "No",
615
+ "features": {
616
+ "recency": 16.0,
617
+ "frequency": 7.0,
618
+ "monetary": 1750.0,
619
+ "time": 28.0
620
+ },
621
+ "decision_path": [
622
+ "recency > 6.500",
623
+ "monetary > 375.000",
624
+ "monetary <= 3625.000",
625
+ "frequency <= 13.500",
626
+ "time > 22.500",
627
+ "monetary > 1125.000"
628
+ ],
629
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 28.",
630
+ "rationale": "only for testing"
631
+ },
632
+ {
633
+ "id": 282,
634
+ "label": "No",
635
+ "prediction": "No",
636
+ "features": {
637
+ "recency": 14.0,
638
+ "frequency": 5.0,
639
+ "monetary": 1250.0,
640
+ "time": 26.0
641
+ },
642
+ "decision_path": [
643
+ "recency > 6.500",
644
+ "monetary > 375.000",
645
+ "monetary <= 3625.000",
646
+ "frequency <= 13.500",
647
+ "time > 22.500",
648
+ "monetary > 1125.000"
649
+ ],
650
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 26.",
651
+ "rationale": "only for testing"
652
+ },
653
+ {
654
+ "id": 291,
655
+ "label": "No",
656
+ "prediction": "No",
657
+ "features": {
658
+ "recency": 16.0,
659
+ "frequency": 12.0,
660
+ "monetary": 3000.0,
661
+ "time": 50.0
662
+ },
663
+ "decision_path": [
664
+ "recency > 6.500",
665
+ "monetary > 375.000",
666
+ "monetary <= 3625.000",
667
+ "frequency <= 13.500",
668
+ "time > 22.500",
669
+ "monetary > 1125.000"
670
+ ],
671
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 12. The Monetary - total blood donated in c.c. is 3000. The Time - months since first donation is 50.",
672
+ "rationale": "only for testing"
673
+ },
674
+ {
675
+ "id": 309,
676
+ "label": "No",
677
+ "prediction": "No",
678
+ "features": {
679
+ "recency": 16.0,
680
+ "frequency": 3.0,
681
+ "monetary": 750.0,
682
+ "time": 19.0
683
+ },
684
+ "decision_path": [
685
+ "recency > 6.500",
686
+ "monetary > 375.000",
687
+ "monetary <= 3625.000",
688
+ "frequency <= 13.500",
689
+ "time <= 22.500",
690
+ "recency > 12.000"
691
+ ],
692
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 19.",
693
+ "rationale": "only for testing"
694
+ },
695
+ {
696
+ "id": 323,
697
+ "label": "Yes",
698
+ "prediction": "No",
699
+ "features": {
700
+ "recency": 14.0,
701
+ "frequency": 8.0,
702
+ "monetary": 2000.0,
703
+ "time": 50.0
704
+ },
705
+ "decision_path": [
706
+ "recency > 6.500",
707
+ "monetary > 375.000",
708
+ "monetary <= 3625.000",
709
+ "frequency <= 13.500",
710
+ "time > 22.500",
711
+ "monetary > 1125.000"
712
+ ],
713
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 50.",
714
+ "rationale": "only for testing"
715
+ },
716
+ {
717
+ "id": 331,
718
+ "label": "No",
719
+ "prediction": "No",
720
+ "features": {
721
+ "recency": 16.0,
722
+ "frequency": 6.0,
723
+ "monetary": 1500.0,
724
+ "time": 35.0
725
+ },
726
+ "decision_path": [
727
+ "recency > 6.500",
728
+ "monetary > 375.000",
729
+ "monetary <= 3625.000",
730
+ "frequency <= 13.500",
731
+ "time > 22.500",
732
+ "monetary > 1125.000"
733
+ ],
734
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 35.",
735
+ "rationale": "only for testing"
736
+ },
737
+ {
738
+ "id": 352,
739
+ "label": "No",
740
+ "prediction": "No",
741
+ "features": {
742
+ "recency": 11.0,
743
+ "frequency": 5.0,
744
+ "monetary": 1250.0,
745
+ "time": 50.0
746
+ },
747
+ "decision_path": [
748
+ "recency > 6.500",
749
+ "monetary > 375.000",
750
+ "monetary <= 3625.000",
751
+ "frequency <= 13.500",
752
+ "time > 22.500",
753
+ "monetary > 1125.000"
754
+ ],
755
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 50.",
756
+ "rationale": "only for testing"
757
+ },
758
+ {
759
+ "id": 364,
760
+ "label": "No",
761
+ "prediction": "No",
762
+ "features": {
763
+ "recency": 11.0,
764
+ "frequency": 6.0,
765
+ "monetary": 1500.0,
766
+ "time": 71.0
767
+ },
768
+ "decision_path": [
769
+ "recency > 6.500",
770
+ "monetary > 375.000",
771
+ "monetary <= 3625.000",
772
+ "frequency <= 13.500",
773
+ "time > 22.500",
774
+ "monetary > 1125.000"
775
+ ],
776
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 71.",
777
+ "rationale": "only for testing"
778
+ },
779
+ {
780
+ "id": 369,
781
+ "label": "Yes",
782
+ "prediction": "No",
783
+ "features": {
784
+ "recency": 16.0,
785
+ "frequency": 5.0,
786
+ "monetary": 1250.0,
787
+ "time": 40.0
788
+ },
789
+ "decision_path": [
790
+ "recency > 6.500",
791
+ "monetary > 375.000",
792
+ "monetary <= 3625.000",
793
+ "frequency <= 13.500",
794
+ "time > 22.500",
795
+ "monetary > 1125.000"
796
+ ],
797
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 40.",
798
+ "rationale": "only for testing"
799
+ },
800
+ {
801
+ "id": 377,
802
+ "label": "No",
803
+ "prediction": "No",
804
+ "features": {
805
+ "recency": 14.0,
806
+ "frequency": 1.0,
807
+ "monetary": 250.0,
808
+ "time": 14.0
809
+ },
810
+ "decision_path": [
811
+ "recency > 6.500",
812
+ "monetary <= 375.000",
813
+ "recency <= 21.500",
814
+ "recency > 12.500"
815
+ ],
816
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 14.",
817
+ "rationale": "only for testing"
818
+ },
819
+ {
820
+ "id": 382,
821
+ "label": "No",
822
+ "prediction": "No",
823
+ "features": {
824
+ "recency": 14.0,
825
+ "frequency": 1.0,
826
+ "monetary": 250.0,
827
+ "time": 14.0
828
+ },
829
+ "decision_path": [
830
+ "recency > 6.500",
831
+ "monetary <= 375.000",
832
+ "recency <= 21.500",
833
+ "recency > 12.500"
834
+ ],
835
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 14.",
836
+ "rationale": "only for testing"
837
+ },
838
+ {
839
+ "id": 391,
840
+ "label": "No",
841
+ "prediction": "No",
842
+ "features": {
843
+ "recency": 11.0,
844
+ "frequency": 4.0,
845
+ "monetary": 1000.0,
846
+ "time": 59.0
847
+ },
848
+ "decision_path": [
849
+ "recency > 6.500",
850
+ "monetary > 375.000",
851
+ "monetary <= 3625.000",
852
+ "frequency <= 13.500",
853
+ "time > 22.500",
854
+ "monetary <= 1125.000"
855
+ ],
856
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 59.",
857
+ "rationale": "only for testing"
858
+ },
859
+ {
860
+ "id": 402,
861
+ "label": "No",
862
+ "prediction": "No",
863
+ "features": {
864
+ "recency": 23.0,
865
+ "frequency": 8.0,
866
+ "monetary": 2000.0,
867
+ "time": 46.0
868
+ },
869
+ "decision_path": [
870
+ "recency > 6.500",
871
+ "monetary > 375.000",
872
+ "monetary <= 3625.000",
873
+ "frequency <= 13.500",
874
+ "time > 22.500",
875
+ "monetary > 1125.000"
876
+ ],
877
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 46.",
878
+ "rationale": "only for testing"
879
+ },
880
+ {
881
+ "id": 406,
882
+ "label": "No",
883
+ "prediction": "No",
884
+ "features": {
885
+ "recency": 16.0,
886
+ "frequency": 1.0,
887
+ "monetary": 250.0,
888
+ "time": 16.0
889
+ },
890
+ "decision_path": [
891
+ "recency > 6.500",
892
+ "monetary <= 375.000",
893
+ "recency <= 21.500",
894
+ "recency > 12.500"
895
+ ],
896
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 16.",
897
+ "rationale": "only for testing"
898
+ },
899
+ {
900
+ "id": 418,
901
+ "label": "No",
902
+ "prediction": "No",
903
+ "features": {
904
+ "recency": 16.0,
905
+ "frequency": 1.0,
906
+ "monetary": 250.0,
907
+ "time": 16.0
908
+ },
909
+ "decision_path": [
910
+ "recency > 6.500",
911
+ "monetary <= 375.000",
912
+ "recency <= 21.500",
913
+ "recency > 12.500"
914
+ ],
915
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 16.",
916
+ "rationale": "only for testing"
917
+ },
918
+ {
919
+ "id": 428,
920
+ "label": "No",
921
+ "prediction": "No",
922
+ "features": {
923
+ "recency": 23.0,
924
+ "frequency": 3.0,
925
+ "monetary": 750.0,
926
+ "time": 28.0
927
+ },
928
+ "decision_path": [
929
+ "recency > 6.500",
930
+ "monetary > 375.000",
931
+ "monetary <= 3625.000",
932
+ "frequency <= 13.500",
933
+ "time > 22.500",
934
+ "monetary <= 1125.000"
935
+ ],
936
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 28.",
937
+ "rationale": "only for testing"
938
+ },
939
+ {
940
+ "id": 436,
941
+ "label": "No",
942
+ "prediction": "No",
943
+ "features": {
944
+ "recency": 21.0,
945
+ "frequency": 2.0,
946
+ "monetary": 500.0,
947
+ "time": 25.0
948
+ },
949
+ "decision_path": [
950
+ "recency > 6.500",
951
+ "monetary > 375.000",
952
+ "monetary <= 3625.000",
953
+ "frequency <= 13.500",
954
+ "time > 22.500",
955
+ "monetary <= 1125.000"
956
+ ],
957
+ "note": "The Recency - months since last donation is 21. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 25.",
958
+ "rationale": "only for testing"
959
+ },
960
+ {
961
+ "id": 462,
962
+ "label": "Yes",
963
+ "prediction": "No",
964
+ "features": {
965
+ "recency": 21.0,
966
+ "frequency": 1.0,
967
+ "monetary": 250.0,
968
+ "time": 21.0
969
+ },
970
+ "decision_path": [
971
+ "recency > 6.500",
972
+ "monetary <= 375.000",
973
+ "recency <= 21.500",
974
+ "recency > 12.500"
975
+ ],
976
+ "note": "The Recency - months since last donation is 21. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 21.",
977
+ "rationale": "only for testing"
978
+ },
979
+ {
980
+ "id": 477,
981
+ "label": "No",
982
+ "prediction": "No",
983
+ "features": {
984
+ "recency": 23.0,
985
+ "frequency": 1.0,
986
+ "monetary": 250.0,
987
+ "time": 23.0
988
+ },
989
+ "decision_path": [
990
+ "recency > 6.500",
991
+ "monetary <= 375.000",
992
+ "recency > 21.500",
993
+ "recency <= 30.500"
994
+ ],
995
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 23.",
996
+ "rationale": "only for testing"
997
+ },
998
+ {
999
+ "id": 486,
1000
+ "label": "No",
1001
+ "prediction": "No",
1002
+ "features": {
1003
+ "recency": 21.0,
1004
+ "frequency": 6.0,
1005
+ "monetary": 1500.0,
1006
+ "time": 86.0
1007
+ },
1008
+ "decision_path": [
1009
+ "recency > 6.500",
1010
+ "monetary > 375.000",
1011
+ "monetary <= 3625.000",
1012
+ "frequency <= 13.500",
1013
+ "time > 22.500",
1014
+ "monetary > 1125.000"
1015
+ ],
1016
+ "note": "The Recency - months since last donation is 21. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 86.",
1017
+ "rationale": "only for testing"
1018
+ },
1019
+ {
1020
+ "id": 491,
1021
+ "label": "No",
1022
+ "prediction": "No",
1023
+ "features": {
1024
+ "recency": 21.0,
1025
+ "frequency": 3.0,
1026
+ "monetary": 750.0,
1027
+ "time": 70.0
1028
+ },
1029
+ "decision_path": [
1030
+ "recency > 6.500",
1031
+ "monetary > 375.000",
1032
+ "monetary <= 3625.000",
1033
+ "frequency <= 13.500",
1034
+ "time > 22.500",
1035
+ "monetary <= 1125.000"
1036
+ ],
1037
+ "note": "The Recency - months since last donation is 21. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 70.",
1038
+ "rationale": "only for testing"
1039
+ },
1040
+ {
1041
+ "id": 501,
1042
+ "label": "Yes",
1043
+ "prediction": "No",
1044
+ "features": {
1045
+ "recency": 6.0,
1046
+ "frequency": 22.0,
1047
+ "monetary": 5500.0,
1048
+ "time": 28.0
1049
+ },
1050
+ "decision_path": [
1051
+ "recency <= 6.500",
1052
+ "frequency > 4.500",
1053
+ "time <= 38.500",
1054
+ "time > 15.500",
1055
+ "monetary > 1375.000",
1056
+ "frequency > 10.500"
1057
+ ],
1058
+ "note": "The Recency - months since last donation is 6. The Frequency - total number of donation is 22. The Monetary - total blood donated in c.c. is 5500. The Time - months since first donation is 28.",
1059
+ "rationale": "only for testing"
1060
+ },
1061
+ {
1062
+ "id": 515,
1063
+ "label": "No",
1064
+ "prediction": "Yes",
1065
+ "features": {
1066
+ "recency": 4.0,
1067
+ "frequency": 6.0,
1068
+ "monetary": 1500.0,
1069
+ "time": 14.0
1070
+ },
1071
+ "decision_path": [
1072
+ "recency <= 6.500",
1073
+ "frequency > 4.500",
1074
+ "time <= 38.500",
1075
+ "time <= 15.500"
1076
+ ],
1077
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 14.",
1078
+ "rationale": "only for testing"
1079
+ },
1080
+ {
1081
+ "id": 522,
1082
+ "label": "Yes",
1083
+ "prediction": "Yes",
1084
+ "features": {
1085
+ "recency": 4.0,
1086
+ "frequency": 13.0,
1087
+ "monetary": 3250.0,
1088
+ "time": 39.0
1089
+ },
1090
+ "decision_path": [
1091
+ "recency <= 6.500",
1092
+ "frequency > 4.500",
1093
+ "time > 38.500",
1094
+ "frequency <= 18.000",
1095
+ "time <= 49.500",
1096
+ "monetary > 1625.000"
1097
+ ],
1098
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 13. The Monetary - total blood donated in c.c. is 3250. The Time - months since first donation is 39.",
1099
+ "rationale": "only for testing"
1100
+ },
1101
+ {
1102
+ "id": 524,
1103
+ "label": "No",
1104
+ "prediction": "Yes",
1105
+ "features": {
1106
+ "recency": 4.0,
1107
+ "frequency": 9.0,
1108
+ "monetary": 2250.0,
1109
+ "time": 28.0
1110
+ },
1111
+ "decision_path": [
1112
+ "recency <= 6.500",
1113
+ "frequency > 4.500",
1114
+ "time <= 38.500",
1115
+ "time > 15.500",
1116
+ "monetary > 1375.000",
1117
+ "frequency <= 10.500"
1118
+ ],
1119
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 9. The Monetary - total blood donated in c.c. is 2250. The Time - months since first donation is 28.",
1120
+ "rationale": "only for testing"
1121
+ },
1122
+ {
1123
+ "id": 534,
1124
+ "label": "No",
1125
+ "prediction": "Yes",
1126
+ "features": {
1127
+ "recency": 2.0,
1128
+ "frequency": 6.0,
1129
+ "monetary": 1500.0,
1130
+ "time": 26.0
1131
+ },
1132
+ "decision_path": [
1133
+ "recency <= 6.500",
1134
+ "frequency > 4.500",
1135
+ "time <= 38.500",
1136
+ "time > 15.500",
1137
+ "monetary > 1375.000",
1138
+ "frequency <= 10.500"
1139
+ ],
1140
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 26.",
1141
+ "rationale": "only for testing"
1142
+ },
1143
+ {
1144
+ "id": 539,
1145
+ "label": "Yes",
1146
+ "prediction": "No",
1147
+ "features": {
1148
+ "recency": 2.0,
1149
+ "frequency": 2.0,
1150
+ "monetary": 500.0,
1151
+ "time": 4.0
1152
+ },
1153
+ "decision_path": [
1154
+ "recency <= 6.500",
1155
+ "frequency <= 4.500",
1156
+ "time <= 51.500",
1157
+ "monetary <= 625.000",
1158
+ "time <= 12.000",
1159
+ "time <= 6.500"
1160
+ ],
1161
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 4.",
1162
+ "rationale": "only for testing"
1163
+ },
1164
+ {
1165
+ "id": 544,
1166
+ "label": "No",
1167
+ "prediction": "No",
1168
+ "features": {
1169
+ "recency": 1.0,
1170
+ "frequency": 14.0,
1171
+ "monetary": 3500.0,
1172
+ "time": 95.0
1173
+ },
1174
+ "decision_path": [
1175
+ "recency <= 6.500",
1176
+ "frequency > 4.500",
1177
+ "time > 38.500",
1178
+ "frequency <= 18.000",
1179
+ "time > 49.500",
1180
+ "monetary > 2625.000"
1181
+ ],
1182
+ "note": "The Recency - months since last donation is 1. The Frequency - total number of donation is 14. The Monetary - total blood donated in c.c. is 3500. The Time - months since first donation is 95.",
1183
+ "rationale": "only for testing"
1184
+ },
1185
+ {
1186
+ "id": 545,
1187
+ "label": "Yes",
1188
+ "prediction": "No",
1189
+ "features": {
1190
+ "recency": 4.0,
1191
+ "frequency": 2.0,
1192
+ "monetary": 500.0,
1193
+ "time": 4.0
1194
+ },
1195
+ "decision_path": [
1196
+ "recency <= 6.500",
1197
+ "frequency <= 4.500",
1198
+ "time <= 51.500",
1199
+ "monetary <= 625.000",
1200
+ "time <= 12.000",
1201
+ "time <= 6.500"
1202
+ ],
1203
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 4.",
1204
+ "rationale": "only for testing"
1205
+ },
1206
+ {
1207
+ "id": 546,
1208
+ "label": "No",
1209
+ "prediction": "Yes",
1210
+ "features": {
1211
+ "recency": 7.0,
1212
+ "frequency": 14.0,
1213
+ "monetary": 3500.0,
1214
+ "time": 48.0
1215
+ },
1216
+ "decision_path": [
1217
+ "recency > 6.500",
1218
+ "monetary > 375.000",
1219
+ "monetary <= 3625.000",
1220
+ "frequency > 13.500",
1221
+ "time <= 78.000"
1222
+ ],
1223
+ "note": "The Recency - months since last donation is 7. The Frequency - total number of donation is 14. The Monetary - total blood donated in c.c. is 3500. The Time - months since first donation is 48.",
1224
+ "rationale": "only for testing"
1225
+ },
1226
+ {
1227
+ "id": 547,
1228
+ "label": "No",
1229
+ "prediction": "No",
1230
+ "features": {
1231
+ "recency": 2.0,
1232
+ "frequency": 3.0,
1233
+ "monetary": 750.0,
1234
+ "time": 11.0
1235
+ },
1236
+ "decision_path": [
1237
+ "recency <= 6.500",
1238
+ "frequency <= 4.500",
1239
+ "time <= 51.500",
1240
+ "monetary > 625.000",
1241
+ "time > 10.000",
1242
+ "recency <= 2.500"
1243
+ ],
1244
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 11.",
1245
+ "rationale": "only for testing"
1246
+ },
1247
+ {
1248
+ "id": 566,
1249
+ "label": "No",
1250
+ "prediction": "Yes",
1251
+ "features": {
1252
+ "recency": 4.0,
1253
+ "frequency": 6.0,
1254
+ "monetary": 1500.0,
1255
+ "time": 35.0
1256
+ },
1257
+ "decision_path": [
1258
+ "recency <= 6.500",
1259
+ "frequency > 4.500",
1260
+ "time <= 38.500",
1261
+ "time > 15.500",
1262
+ "monetary > 1375.000",
1263
+ "frequency <= 10.500"
1264
+ ],
1265
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 35.",
1266
+ "rationale": "only for testing"
1267
+ },
1268
+ {
1269
+ "id": 579,
1270
+ "label": "No",
1271
+ "prediction": "No",
1272
+ "features": {
1273
+ "recency": 2.0,
1274
+ "frequency": 3.0,
1275
+ "monetary": 750.0,
1276
+ "time": 21.0
1277
+ },
1278
+ "decision_path": [
1279
+ "recency <= 6.500",
1280
+ "frequency <= 4.500",
1281
+ "time <= 51.500",
1282
+ "monetary > 625.000",
1283
+ "time > 10.000",
1284
+ "recency <= 2.500"
1285
+ ],
1286
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 21.",
1287
+ "rationale": "only for testing"
1288
+ },
1289
+ {
1290
+ "id": 606,
1291
+ "label": "No",
1292
+ "prediction": "No",
1293
+ "features": {
1294
+ "recency": 2.0,
1295
+ "frequency": 7.0,
1296
+ "monetary": 1750.0,
1297
+ "time": 77.0
1298
+ },
1299
+ "decision_path": [
1300
+ "recency <= 6.500",
1301
+ "frequency > 4.500",
1302
+ "time > 38.500",
1303
+ "frequency <= 18.000",
1304
+ "time > 49.500",
1305
+ "monetary <= 2625.000"
1306
+ ],
1307
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 77.",
1308
+ "rationale": "only for testing"
1309
+ },
1310
+ {
1311
+ "id": 613,
1312
+ "label": "No",
1313
+ "prediction": "No",
1314
+ "features": {
1315
+ "recency": 4.0,
1316
+ "frequency": 1.0,
1317
+ "monetary": 250.0,
1318
+ "time": 4.0
1319
+ },
1320
+ "decision_path": [
1321
+ "recency <= 6.500",
1322
+ "frequency <= 4.500",
1323
+ "time <= 51.500",
1324
+ "monetary <= 625.000",
1325
+ "time <= 12.000",
1326
+ "time <= 6.500"
1327
+ ],
1328
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 4.",
1329
+ "rationale": "only for testing"
1330
+ },
1331
+ {
1332
+ "id": 627,
1333
+ "label": "No",
1334
+ "prediction": "No",
1335
+ "features": {
1336
+ "recency": 11.0,
1337
+ "frequency": 2.0,
1338
+ "monetary": 500.0,
1339
+ "time": 11.0
1340
+ },
1341
+ "decision_path": [
1342
+ "recency > 6.500",
1343
+ "monetary > 375.000",
1344
+ "monetary <= 3625.000",
1345
+ "frequency <= 13.500",
1346
+ "time <= 22.500",
1347
+ "recency <= 12.000"
1348
+ ],
1349
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 11.",
1350
+ "rationale": "only for testing"
1351
+ },
1352
+ {
1353
+ "id": 657,
1354
+ "label": "No",
1355
+ "prediction": "No",
1356
+ "features": {
1357
+ "recency": 14.0,
1358
+ "frequency": 8.0,
1359
+ "monetary": 2000.0,
1360
+ "time": 50.0
1361
+ },
1362
+ "decision_path": [
1363
+ "recency > 6.500",
1364
+ "monetary > 375.000",
1365
+ "monetary <= 3625.000",
1366
+ "frequency <= 13.500",
1367
+ "time > 22.500",
1368
+ "monetary > 1125.000"
1369
+ ],
1370
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 50.",
1371
+ "rationale": "only for testing"
1372
+ },
1373
+ {
1374
+ "id": 669,
1375
+ "label": "Yes",
1376
+ "prediction": "No",
1377
+ "features": {
1378
+ "recency": 2.0,
1379
+ "frequency": 3.0,
1380
+ "monetary": 750.0,
1381
+ "time": 75.0
1382
+ },
1383
+ "decision_path": [
1384
+ "recency <= 6.500",
1385
+ "frequency <= 4.500",
1386
+ "time > 51.500"
1387
+ ],
1388
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 75.",
1389
+ "rationale": "only for testing"
1390
+ },
1391
+ {
1392
+ "id": 686,
1393
+ "label": "No",
1394
+ "prediction": "No",
1395
+ "features": {
1396
+ "recency": 13.0,
1397
+ "frequency": 7.0,
1398
+ "monetary": 1750.0,
1399
+ "time": 76.0
1400
+ },
1401
+ "decision_path": [
1402
+ "recency > 6.500",
1403
+ "monetary > 375.000",
1404
+ "monetary <= 3625.000",
1405
+ "frequency <= 13.500",
1406
+ "time > 22.500",
1407
+ "monetary > 1125.000"
1408
+ ],
1409
+ "note": "The Recency - months since last donation is 13. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 76.",
1410
+ "rationale": "only for testing"
1411
+ },
1412
+ {
1413
+ "id": 697,
1414
+ "label": "No",
1415
+ "prediction": "No",
1416
+ "features": {
1417
+ "recency": 14.0,
1418
+ "frequency": 3.0,
1419
+ "monetary": 750.0,
1420
+ "time": 35.0
1421
+ },
1422
+ "decision_path": [
1423
+ "recency > 6.500",
1424
+ "monetary > 375.000",
1425
+ "monetary <= 3625.000",
1426
+ "frequency <= 13.500",
1427
+ "time > 22.500",
1428
+ "monetary <= 1125.000"
1429
+ ],
1430
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 35.",
1431
+ "rationale": "only for testing"
1432
+ },
1433
+ {
1434
+ "id": 704,
1435
+ "label": "No",
1436
+ "prediction": "No",
1437
+ "features": {
1438
+ "recency": 16.0,
1439
+ "frequency": 1.0,
1440
+ "monetary": 250.0,
1441
+ "time": 16.0
1442
+ },
1443
+ "decision_path": [
1444
+ "recency > 6.500",
1445
+ "monetary <= 375.000",
1446
+ "recency <= 21.500",
1447
+ "recency > 12.500"
1448
+ ],
1449
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 16.",
1450
+ "rationale": "only for testing"
1451
+ },
1452
+ {
1453
+ "id": 705,
1454
+ "label": "No",
1455
+ "prediction": "No",
1456
+ "features": {
1457
+ "recency": 16.0,
1458
+ "frequency": 1.0,
1459
+ "monetary": 250.0,
1460
+ "time": 16.0
1461
+ },
1462
+ "decision_path": [
1463
+ "recency > 6.500",
1464
+ "monetary <= 375.000",
1465
+ "recency <= 21.500",
1466
+ "recency > 12.500"
1467
+ ],
1468
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 16.",
1469
+ "rationale": "only for testing"
1470
+ },
1471
+ {
1472
+ "id": 710,
1473
+ "label": "No",
1474
+ "prediction": "No",
1475
+ "features": {
1476
+ "recency": 23.0,
1477
+ "frequency": 2.0,
1478
+ "monetary": 500.0,
1479
+ "time": 23.0
1480
+ },
1481
+ "decision_path": [
1482
+ "recency > 6.500",
1483
+ "monetary > 375.000",
1484
+ "monetary <= 3625.000",
1485
+ "frequency <= 13.500",
1486
+ "time > 22.500",
1487
+ "monetary <= 1125.000"
1488
+ ],
1489
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 23.",
1490
+ "rationale": "only for testing"
1491
+ },
1492
+ {
1493
+ "id": 714,
1494
+ "label": "No",
1495
+ "prediction": "No",
1496
+ "features": {
1497
+ "recency": 16.0,
1498
+ "frequency": 4.0,
1499
+ "monetary": 1000.0,
1500
+ "time": 58.0
1501
+ },
1502
+ "decision_path": [
1503
+ "recency > 6.500",
1504
+ "monetary > 375.000",
1505
+ "monetary <= 3625.000",
1506
+ "frequency <= 13.500",
1507
+ "time > 22.500",
1508
+ "monetary <= 1125.000"
1509
+ ],
1510
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 58.",
1511
+ "rationale": "only for testing"
1512
+ },
1513
+ {
1514
+ "id": 721,
1515
+ "label": "No",
1516
+ "prediction": "No",
1517
+ "features": {
1518
+ "recency": 23.0,
1519
+ "frequency": 3.0,
1520
+ "monetary": 750.0,
1521
+ "time": 35.0
1522
+ },
1523
+ "decision_path": [
1524
+ "recency > 6.500",
1525
+ "monetary > 375.000",
1526
+ "monetary <= 3625.000",
1527
+ "frequency <= 13.500",
1528
+ "time > 22.500",
1529
+ "monetary <= 1125.000"
1530
+ ],
1531
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 35.",
1532
+ "rationale": "only for testing"
1533
+ },
1534
+ {
1535
+ "id": 737,
1536
+ "label": "No",
1537
+ "prediction": "No",
1538
+ "features": {
1539
+ "recency": 23.0,
1540
+ "frequency": 1.0,
1541
+ "monetary": 250.0,
1542
+ "time": 23.0
1543
+ },
1544
+ "decision_path": [
1545
+ "recency > 6.500",
1546
+ "monetary <= 375.000",
1547
+ "recency > 21.500",
1548
+ "recency <= 30.500"
1549
+ ],
1550
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 23.",
1551
+ "rationale": "only for testing"
1552
+ }
1553
+ ]
Blood/seed_0/test_correct.json ADDED
@@ -0,0 +1,410 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id":4,
4
+ "recency":1.0,
5
+ "frequency":24.0,
6
+ "monetary":6000.0,
7
+ "time":77.0,
8
+ "label":"No"
9
+ },
10
+ {
11
+ "id":33,
12
+ "recency":4.0,
13
+ "frequency":9.0,
14
+ "monetary":2250.0,
15
+ "time":26.0,
16
+ "label":"Yes"
17
+ },
18
+ {
19
+ "id":57,
20
+ "recency":2.0,
21
+ "frequency":7.0,
22
+ "monetary":1750.0,
23
+ "time":28.0,
24
+ "label":"Yes"
25
+ },
26
+ {
27
+ "id":88,
28
+ "recency":4.0,
29
+ "frequency":2.0,
30
+ "monetary":500.0,
31
+ "time":4.0,
32
+ "label":"No"
33
+ },
34
+ {
35
+ "id":103,
36
+ "recency":2.0,
37
+ "frequency":5.0,
38
+ "monetary":1250.0,
39
+ "time":26.0,
40
+ "label":"No"
41
+ },
42
+ {
43
+ "id":106,
44
+ "recency":0.0,
45
+ "frequency":8.0,
46
+ "monetary":2000.0,
47
+ "time":59.0,
48
+ "label":"No"
49
+ },
50
+ {
51
+ "id":118,
52
+ "recency":1.0,
53
+ "frequency":7.0,
54
+ "monetary":1750.0,
55
+ "time":57.0,
56
+ "label":"No"
57
+ },
58
+ {
59
+ "id":134,
60
+ "recency":2.0,
61
+ "frequency":11.0,
62
+ "monetary":2750.0,
63
+ "time":88.0,
64
+ "label":"No"
65
+ },
66
+ {
67
+ "id":149,
68
+ "recency":2.0,
69
+ "frequency":2.0,
70
+ "monetary":500.0,
71
+ "time":11.0,
72
+ "label":"No"
73
+ },
74
+ {
75
+ "id":152,
76
+ "recency":4.0,
77
+ "frequency":11.0,
78
+ "monetary":2750.0,
79
+ "time":78.0,
80
+ "label":"No"
81
+ },
82
+ {
83
+ "id":156,
84
+ "recency":2.0,
85
+ "frequency":1.0,
86
+ "monetary":250.0,
87
+ "time":2.0,
88
+ "label":"No"
89
+ },
90
+ {
91
+ "id":167,
92
+ "recency":2.0,
93
+ "frequency":1.0,
94
+ "monetary":250.0,
95
+ "time":2.0,
96
+ "label":"No"
97
+ },
98
+ {
99
+ "id":170,
100
+ "recency":2.0,
101
+ "frequency":1.0,
102
+ "monetary":250.0,
103
+ "time":2.0,
104
+ "label":"No"
105
+ },
106
+ {
107
+ "id":203,
108
+ "recency":4.0,
109
+ "frequency":7.0,
110
+ "monetary":1750.0,
111
+ "time":58.0,
112
+ "label":"No"
113
+ },
114
+ {
115
+ "id":210,
116
+ "recency":4.0,
117
+ "frequency":1.0,
118
+ "monetary":250.0,
119
+ "time":4.0,
120
+ "label":"No"
121
+ },
122
+ {
123
+ "id":254,
124
+ "recency":12.0,
125
+ "frequency":13.0,
126
+ "monetary":3250.0,
127
+ "time":59.0,
128
+ "label":"No"
129
+ },
130
+ {
131
+ "id":268,
132
+ "recency":4.0,
133
+ "frequency":7.0,
134
+ "monetary":1750.0,
135
+ "time":82.0,
136
+ "label":"No"
137
+ },
138
+ {
139
+ "id":271,
140
+ "recency":16.0,
141
+ "frequency":7.0,
142
+ "monetary":1750.0,
143
+ "time":28.0,
144
+ "label":"No"
145
+ },
146
+ {
147
+ "id":282,
148
+ "recency":14.0,
149
+ "frequency":5.0,
150
+ "monetary":1250.0,
151
+ "time":26.0,
152
+ "label":"No"
153
+ },
154
+ {
155
+ "id":291,
156
+ "recency":16.0,
157
+ "frequency":12.0,
158
+ "monetary":3000.0,
159
+ "time":50.0,
160
+ "label":"No"
161
+ },
162
+ {
163
+ "id":309,
164
+ "recency":16.0,
165
+ "frequency":3.0,
166
+ "monetary":750.0,
167
+ "time":19.0,
168
+ "label":"No"
169
+ },
170
+ {
171
+ "id":331,
172
+ "recency":16.0,
173
+ "frequency":6.0,
174
+ "monetary":1500.0,
175
+ "time":35.0,
176
+ "label":"No"
177
+ },
178
+ {
179
+ "id":352,
180
+ "recency":11.0,
181
+ "frequency":5.0,
182
+ "monetary":1250.0,
183
+ "time":50.0,
184
+ "label":"No"
185
+ },
186
+ {
187
+ "id":364,
188
+ "recency":11.0,
189
+ "frequency":6.0,
190
+ "monetary":1500.0,
191
+ "time":71.0,
192
+ "label":"No"
193
+ },
194
+ {
195
+ "id":377,
196
+ "recency":14.0,
197
+ "frequency":1.0,
198
+ "monetary":250.0,
199
+ "time":14.0,
200
+ "label":"No"
201
+ },
202
+ {
203
+ "id":382,
204
+ "recency":14.0,
205
+ "frequency":1.0,
206
+ "monetary":250.0,
207
+ "time":14.0,
208
+ "label":"No"
209
+ },
210
+ {
211
+ "id":391,
212
+ "recency":11.0,
213
+ "frequency":4.0,
214
+ "monetary":1000.0,
215
+ "time":59.0,
216
+ "label":"No"
217
+ },
218
+ {
219
+ "id":402,
220
+ "recency":23.0,
221
+ "frequency":8.0,
222
+ "monetary":2000.0,
223
+ "time":46.0,
224
+ "label":"No"
225
+ },
226
+ {
227
+ "id":406,
228
+ "recency":16.0,
229
+ "frequency":1.0,
230
+ "monetary":250.0,
231
+ "time":16.0,
232
+ "label":"No"
233
+ },
234
+ {
235
+ "id":418,
236
+ "recency":16.0,
237
+ "frequency":1.0,
238
+ "monetary":250.0,
239
+ "time":16.0,
240
+ "label":"No"
241
+ },
242
+ {
243
+ "id":428,
244
+ "recency":23.0,
245
+ "frequency":3.0,
246
+ "monetary":750.0,
247
+ "time":28.0,
248
+ "label":"No"
249
+ },
250
+ {
251
+ "id":436,
252
+ "recency":21.0,
253
+ "frequency":2.0,
254
+ "monetary":500.0,
255
+ "time":25.0,
256
+ "label":"No"
257
+ },
258
+ {
259
+ "id":477,
260
+ "recency":23.0,
261
+ "frequency":1.0,
262
+ "monetary":250.0,
263
+ "time":23.0,
264
+ "label":"No"
265
+ },
266
+ {
267
+ "id":486,
268
+ "recency":21.0,
269
+ "frequency":6.0,
270
+ "monetary":1500.0,
271
+ "time":86.0,
272
+ "label":"No"
273
+ },
274
+ {
275
+ "id":491,
276
+ "recency":21.0,
277
+ "frequency":3.0,
278
+ "monetary":750.0,
279
+ "time":70.0,
280
+ "label":"No"
281
+ },
282
+ {
283
+ "id":522,
284
+ "recency":4.0,
285
+ "frequency":13.0,
286
+ "monetary":3250.0,
287
+ "time":39.0,
288
+ "label":"Yes"
289
+ },
290
+ {
291
+ "id":544,
292
+ "recency":1.0,
293
+ "frequency":14.0,
294
+ "monetary":3500.0,
295
+ "time":95.0,
296
+ "label":"No"
297
+ },
298
+ {
299
+ "id":547,
300
+ "recency":2.0,
301
+ "frequency":3.0,
302
+ "monetary":750.0,
303
+ "time":11.0,
304
+ "label":"No"
305
+ },
306
+ {
307
+ "id":579,
308
+ "recency":2.0,
309
+ "frequency":3.0,
310
+ "monetary":750.0,
311
+ "time":21.0,
312
+ "label":"No"
313
+ },
314
+ {
315
+ "id":606,
316
+ "recency":2.0,
317
+ "frequency":7.0,
318
+ "monetary":1750.0,
319
+ "time":77.0,
320
+ "label":"No"
321
+ },
322
+ {
323
+ "id":613,
324
+ "recency":4.0,
325
+ "frequency":1.0,
326
+ "monetary":250.0,
327
+ "time":4.0,
328
+ "label":"No"
329
+ },
330
+ {
331
+ "id":627,
332
+ "recency":11.0,
333
+ "frequency":2.0,
334
+ "monetary":500.0,
335
+ "time":11.0,
336
+ "label":"No"
337
+ },
338
+ {
339
+ "id":657,
340
+ "recency":14.0,
341
+ "frequency":8.0,
342
+ "monetary":2000.0,
343
+ "time":50.0,
344
+ "label":"No"
345
+ },
346
+ {
347
+ "id":686,
348
+ "recency":13.0,
349
+ "frequency":7.0,
350
+ "monetary":1750.0,
351
+ "time":76.0,
352
+ "label":"No"
353
+ },
354
+ {
355
+ "id":697,
356
+ "recency":14.0,
357
+ "frequency":3.0,
358
+ "monetary":750.0,
359
+ "time":35.0,
360
+ "label":"No"
361
+ },
362
+ {
363
+ "id":704,
364
+ "recency":16.0,
365
+ "frequency":1.0,
366
+ "monetary":250.0,
367
+ "time":16.0,
368
+ "label":"No"
369
+ },
370
+ {
371
+ "id":705,
372
+ "recency":16.0,
373
+ "frequency":1.0,
374
+ "monetary":250.0,
375
+ "time":16.0,
376
+ "label":"No"
377
+ },
378
+ {
379
+ "id":710,
380
+ "recency":23.0,
381
+ "frequency":2.0,
382
+ "monetary":500.0,
383
+ "time":23.0,
384
+ "label":"No"
385
+ },
386
+ {
387
+ "id":714,
388
+ "recency":16.0,
389
+ "frequency":4.0,
390
+ "monetary":1000.0,
391
+ "time":58.0,
392
+ "label":"No"
393
+ },
394
+ {
395
+ "id":721,
396
+ "recency":23.0,
397
+ "frequency":3.0,
398
+ "monetary":750.0,
399
+ "time":35.0,
400
+ "label":"No"
401
+ },
402
+ {
403
+ "id":737,
404
+ "recency":23.0,
405
+ "frequency":1.0,
406
+ "monetary":250.0,
407
+ "time":23.0,
408
+ "label":"No"
409
+ }
410
+ ]
Blood/seed_0/train.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_0/train_correct.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_0/tree.txt ADDED
@@ -0,0 +1,97 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ |--- recency <= 6.50
2
+ | |--- frequency <= 4.50
3
+ | | |--- time <= 51.50
4
+ | | | |--- monetary <= 625.00
5
+ | | | | |--- time <= 12.00
6
+ | | | | | |--- time <= 6.50
7
+ | | | | | | |--- class: 0
8
+ | | | | | |--- time > 6.50
9
+ | | | | | | |--- class: 0
10
+ | | | | |--- time > 12.00
11
+ | | | | | |--- time <= 43.50
12
+ | | | | | | |--- class: 0
13
+ | | | | | |--- time > 43.50
14
+ | | | | | | |--- class: 0
15
+ | | | |--- monetary > 625.00
16
+ | | | | |--- time <= 10.00
17
+ | | | | | |--- recency <= 3.00
18
+ | | | | | | |--- class: 1
19
+ | | | | | |--- recency > 3.00
20
+ | | | | | | |--- class: 0
21
+ | | | | |--- time > 10.00
22
+ | | | | | |--- recency <= 2.50
23
+ | | | | | | |--- class: 0
24
+ | | | | | |--- recency > 2.50
25
+ | | | | | | |--- class: 0
26
+ | | |--- time > 51.50
27
+ | | | |--- class: 0
28
+ | |--- frequency > 4.50
29
+ | | |--- time <= 38.50
30
+ | | | |--- time <= 15.50
31
+ | | | | |--- class: 1
32
+ | | | |--- time > 15.50
33
+ | | | | |--- monetary <= 1375.00
34
+ | | | | | |--- recency <= 3.50
35
+ | | | | | | |--- class: 0
36
+ | | | | | |--- recency > 3.50
37
+ | | | | | | |--- class: 1
38
+ | | | | |--- monetary > 1375.00
39
+ | | | | | |--- frequency <= 10.50
40
+ | | | | | | |--- class: 1
41
+ | | | | | |--- frequency > 10.50
42
+ | | | | | | |--- class: 0
43
+ | | |--- time > 38.50
44
+ | | | |--- frequency <= 18.00
45
+ | | | | |--- time <= 49.50
46
+ | | | | | |--- monetary <= 1625.00
47
+ | | | | | | |--- class: 0
48
+ | | | | | |--- monetary > 1625.00
49
+ | | | | | | |--- class: 1
50
+ | | | | |--- time > 49.50
51
+ | | | | | |--- monetary <= 2625.00
52
+ | | | | | | |--- class: 0
53
+ | | | | | |--- monetary > 2625.00
54
+ | | | | | | |--- class: 0
55
+ | | | |--- frequency > 18.00
56
+ | | | | |--- monetary <= 5500.00
57
+ | | | | | |--- class: 1
58
+ | | | | |--- monetary > 5500.00
59
+ | | | | | |--- monetary <= 6250.00
60
+ | | | | | | |--- class: 0
61
+ | | | | | |--- monetary > 6250.00
62
+ | | | | | | |--- class: 1
63
+ |--- recency > 6.50
64
+ | |--- monetary <= 375.00
65
+ | | |--- recency <= 21.50
66
+ | | | |--- recency <= 12.50
67
+ | | | | |--- recency <= 10.00
68
+ | | | | | |--- class: 0
69
+ | | | | |--- recency > 10.00
70
+ | | | | | |--- class: 0
71
+ | | | |--- recency > 12.50
72
+ | | | | |--- class: 0
73
+ | | |--- recency > 21.50
74
+ | | | |--- recency <= 30.50
75
+ | | | | |--- class: 0
76
+ | | | |--- recency > 30.50
77
+ | | | | |--- class: 0
78
+ | |--- monetary > 375.00
79
+ | | |--- monetary <= 3625.00
80
+ | | | |--- frequency <= 13.50
81
+ | | | | |--- time <= 22.50
82
+ | | | | | |--- recency <= 12.00
83
+ | | | | | | |--- class: 0
84
+ | | | | | |--- recency > 12.00
85
+ | | | | | | |--- class: 0
86
+ | | | | |--- time > 22.50
87
+ | | | | | |--- monetary <= 1125.00
88
+ | | | | | | |--- class: 0
89
+ | | | | | |--- monetary > 1125.00
90
+ | | | | | | |--- class: 0
91
+ | | | |--- frequency > 13.50
92
+ | | | | |--- time <= 78.00
93
+ | | | | | |--- class: 1
94
+ | | | | |--- time > 78.00
95
+ | | | | | |--- class: 0
96
+ | | |--- monetary > 3625.00
97
+ | | | |--- class: 0
Blood/seed_0/val.json ADDED
@@ -0,0 +1,602 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id":26,
4
+ "recency":4.0,
5
+ "frequency":6.0,
6
+ "monetary":1500.0,
7
+ "time":14.0,
8
+ "label":"No"
9
+ },
10
+ {
11
+ "id":59,
12
+ "recency":3.0,
13
+ "frequency":6.0,
14
+ "monetary":1500.0,
15
+ "time":21.0,
16
+ "label":"No"
17
+ },
18
+ {
19
+ "id":84,
20
+ "recency":2.0,
21
+ "frequency":6.0,
22
+ "monetary":1500.0,
23
+ "time":28.0,
24
+ "label":"Yes"
25
+ },
26
+ {
27
+ "id":87,
28
+ "recency":4.0,
29
+ "frequency":2.0,
30
+ "monetary":500.0,
31
+ "time":4.0,
32
+ "label":"No"
33
+ },
34
+ {
35
+ "id":91,
36
+ "recency":4.0,
37
+ "frequency":2.0,
38
+ "monetary":500.0,
39
+ "time":4.0,
40
+ "label":"No"
41
+ },
42
+ {
43
+ "id":95,
44
+ "recency":4.0,
45
+ "frequency":7.0,
46
+ "monetary":1750.0,
47
+ "time":28.0,
48
+ "label":"No"
49
+ },
50
+ {
51
+ "id":96,
52
+ "recency":3.0,
53
+ "frequency":17.0,
54
+ "monetary":4250.0,
55
+ "time":86.0,
56
+ "label":"No"
57
+ },
58
+ {
59
+ "id":128,
60
+ "recency":4.0,
61
+ "frequency":8.0,
62
+ "monetary":2000.0,
63
+ "time":48.0,
64
+ "label":"Yes"
65
+ },
66
+ {
67
+ "id":136,
68
+ "recency":2.0,
69
+ "frequency":5.0,
70
+ "monetary":1250.0,
71
+ "time":37.0,
72
+ "label":"No"
73
+ },
74
+ {
75
+ "id":160,
76
+ "recency":2.0,
77
+ "frequency":1.0,
78
+ "monetary":250.0,
79
+ "time":2.0,
80
+ "label":"No"
81
+ },
82
+ {
83
+ "id":166,
84
+ "recency":2.0,
85
+ "frequency":1.0,
86
+ "monetary":250.0,
87
+ "time":2.0,
88
+ "label":"No"
89
+ },
90
+ {
91
+ "id":171,
92
+ "recency":2.0,
93
+ "frequency":1.0,
94
+ "monetary":250.0,
95
+ "time":2.0,
96
+ "label":"No"
97
+ },
98
+ {
99
+ "id":177,
100
+ "recency":4.0,
101
+ "frequency":5.0,
102
+ "monetary":1250.0,
103
+ "time":33.0,
104
+ "label":"Yes"
105
+ },
106
+ {
107
+ "id":192,
108
+ "recency":2.0,
109
+ "frequency":4.0,
110
+ "monetary":1000.0,
111
+ "time":35.0,
112
+ "label":"No"
113
+ },
114
+ {
115
+ "id":196,
116
+ "recency":9.0,
117
+ "frequency":8.0,
118
+ "monetary":2000.0,
119
+ "time":38.0,
120
+ "label":"Yes"
121
+ },
122
+ {
123
+ "id":198,
124
+ "recency":11.0,
125
+ "frequency":7.0,
126
+ "monetary":1750.0,
127
+ "time":29.0,
128
+ "label":"No"
129
+ },
130
+ {
131
+ "id":208,
132
+ "recency":11.0,
133
+ "frequency":6.0,
134
+ "monetary":1500.0,
135
+ "time":27.0,
136
+ "label":"No"
137
+ },
138
+ {
139
+ "id":211,
140
+ "recency":4.0,
141
+ "frequency":1.0,
142
+ "monetary":250.0,
143
+ "time":4.0,
144
+ "label":"No"
145
+ },
146
+ {
147
+ "id":221,
148
+ "recency":4.0,
149
+ "frequency":1.0,
150
+ "monetary":250.0,
151
+ "time":4.0,
152
+ "label":"Yes"
153
+ },
154
+ {
155
+ "id":228,
156
+ "recency":4.0,
157
+ "frequency":1.0,
158
+ "monetary":250.0,
159
+ "time":4.0,
160
+ "label":"No"
161
+ },
162
+ {
163
+ "id":233,
164
+ "recency":10.0,
165
+ "frequency":8.0,
166
+ "monetary":2000.0,
167
+ "time":39.0,
168
+ "label":"No"
169
+ },
170
+ {
171
+ "id":234,
172
+ "recency":14.0,
173
+ "frequency":7.0,
174
+ "monetary":1750.0,
175
+ "time":26.0,
176
+ "label":"No"
177
+ },
178
+ {
179
+ "id":237,
180
+ "recency":4.0,
181
+ "frequency":2.0,
182
+ "monetary":500.0,
183
+ "time":14.0,
184
+ "label":"No"
185
+ },
186
+ {
187
+ "id":243,
188
+ "recency":11.0,
189
+ "frequency":17.0,
190
+ "monetary":4250.0,
191
+ "time":79.0,
192
+ "label":"Yes"
193
+ },
194
+ {
195
+ "id":253,
196
+ "recency":11.0,
197
+ "frequency":3.0,
198
+ "monetary":750.0,
199
+ "time":16.0,
200
+ "label":"Yes"
201
+ },
202
+ {
203
+ "id":260,
204
+ "recency":4.0,
205
+ "frequency":4.0,
206
+ "monetary":1000.0,
207
+ "time":41.0,
208
+ "label":"No"
209
+ },
210
+ {
211
+ "id":272,
212
+ "recency":7.0,
213
+ "frequency":2.0,
214
+ "monetary":500.0,
215
+ "time":16.0,
216
+ "label":"No"
217
+ },
218
+ {
219
+ "id":274,
220
+ "recency":4.0,
221
+ "frequency":5.0,
222
+ "monetary":1250.0,
223
+ "time":58.0,
224
+ "label":"No"
225
+ },
226
+ {
227
+ "id":277,
228
+ "recency":4.0,
229
+ "frequency":3.0,
230
+ "monetary":750.0,
231
+ "time":34.0,
232
+ "label":"No"
233
+ },
234
+ {
235
+ "id":296,
236
+ "recency":14.0,
237
+ "frequency":5.0,
238
+ "monetary":1250.0,
239
+ "time":28.0,
240
+ "label":"No"
241
+ },
242
+ {
243
+ "id":300,
244
+ "recency":14.0,
245
+ "frequency":2.0,
246
+ "monetary":500.0,
247
+ "time":14.0,
248
+ "label":"No"
249
+ },
250
+ {
251
+ "id":302,
252
+ "recency":14.0,
253
+ "frequency":2.0,
254
+ "monetary":500.0,
255
+ "time":14.0,
256
+ "label":"No"
257
+ },
258
+ {
259
+ "id":307,
260
+ "recency":11.0,
261
+ "frequency":3.0,
262
+ "monetary":750.0,
263
+ "time":23.0,
264
+ "label":"No"
265
+ },
266
+ {
267
+ "id":318,
268
+ "recency":11.0,
269
+ "frequency":9.0,
270
+ "monetary":2250.0,
271
+ "time":72.0,
272
+ "label":"Yes"
273
+ },
274
+ {
275
+ "id":321,
276
+ "recency":9.0,
277
+ "frequency":5.0,
278
+ "monetary":1250.0,
279
+ "time":51.0,
280
+ "label":"Yes"
281
+ },
282
+ {
283
+ "id":325,
284
+ "recency":14.0,
285
+ "frequency":2.0,
286
+ "monetary":500.0,
287
+ "time":16.0,
288
+ "label":"No"
289
+ },
290
+ {
291
+ "id":366,
292
+ "recency":23.0,
293
+ "frequency":15.0,
294
+ "monetary":3750.0,
295
+ "time":57.0,
296
+ "label":"No"
297
+ },
298
+ {
299
+ "id":385,
300
+ "recency":14.0,
301
+ "frequency":7.0,
302
+ "monetary":1750.0,
303
+ "time":72.0,
304
+ "label":"No"
305
+ },
306
+ {
307
+ "id":389,
308
+ "recency":14.0,
309
+ "frequency":7.0,
310
+ "monetary":1750.0,
311
+ "time":73.0,
312
+ "label":"No"
313
+ },
314
+ {
315
+ "id":405,
316
+ "recency":14.0,
317
+ "frequency":3.0,
318
+ "monetary":750.0,
319
+ "time":41.0,
320
+ "label":"No"
321
+ },
322
+ {
323
+ "id":419,
324
+ "recency":16.0,
325
+ "frequency":2.0,
326
+ "monetary":500.0,
327
+ "time":26.0,
328
+ "label":"No"
329
+ },
330
+ {
331
+ "id":439,
332
+ "recency":18.0,
333
+ "frequency":8.0,
334
+ "monetary":2000.0,
335
+ "time":95.0,
336
+ "label":"No"
337
+ },
338
+ {
339
+ "id":450,
340
+ "recency":23.0,
341
+ "frequency":3.0,
342
+ "monetary":750.0,
343
+ "time":33.0,
344
+ "label":"No"
345
+ },
346
+ {
347
+ "id":456,
348
+ "recency":21.0,
349
+ "frequency":1.0,
350
+ "monetary":250.0,
351
+ "time":21.0,
352
+ "label":"No"
353
+ },
354
+ {
355
+ "id":465,
356
+ "recency":21.0,
357
+ "frequency":5.0,
358
+ "monetary":1250.0,
359
+ "time":60.0,
360
+ "label":"No"
361
+ },
362
+ {
363
+ "id":487,
364
+ "recency":23.0,
365
+ "frequency":3.0,
366
+ "monetary":750.0,
367
+ "time":48.0,
368
+ "label":"No"
369
+ },
370
+ {
371
+ "id":488,
372
+ "recency":21.0,
373
+ "frequency":2.0,
374
+ "monetary":500.0,
375
+ "time":41.0,
376
+ "label":"No"
377
+ },
378
+ {
379
+ "id":495,
380
+ "recency":35.0,
381
+ "frequency":3.0,
382
+ "monetary":750.0,
383
+ "time":64.0,
384
+ "label":"No"
385
+ },
386
+ {
387
+ "id":506,
388
+ "recency":3.0,
389
+ "frequency":21.0,
390
+ "monetary":5250.0,
391
+ "time":42.0,
392
+ "label":"Yes"
393
+ },
394
+ {
395
+ "id":507,
396
+ "recency":2.0,
397
+ "frequency":11.0,
398
+ "monetary":2750.0,
399
+ "time":23.0,
400
+ "label":"No"
401
+ },
402
+ {
403
+ "id":514,
404
+ "recency":4.0,
405
+ "frequency":16.0,
406
+ "monetary":4000.0,
407
+ "time":38.0,
408
+ "label":"Yes"
409
+ },
410
+ {
411
+ "id":517,
412
+ "recency":4.0,
413
+ "frequency":33.0,
414
+ "monetary":8250.0,
415
+ "time":98.0,
416
+ "label":"Yes"
417
+ },
418
+ {
419
+ "id":521,
420
+ "recency":2.0,
421
+ "frequency":11.0,
422
+ "monetary":2750.0,
423
+ "time":41.0,
424
+ "label":"Yes"
425
+ },
426
+ {
427
+ "id":526,
428
+ "recency":2.0,
429
+ "frequency":5.0,
430
+ "monetary":1250.0,
431
+ "time":16.0,
432
+ "label":"Yes"
433
+ },
434
+ {
435
+ "id":535,
436
+ "recency":4.0,
437
+ "frequency":5.0,
438
+ "monetary":1250.0,
439
+ "time":16.0,
440
+ "label":"Yes"
441
+ },
442
+ {
443
+ "id":548,
444
+ "recency":2.0,
445
+ "frequency":12.0,
446
+ "monetary":3000.0,
447
+ "time":70.0,
448
+ "label":"Yes"
449
+ },
450
+ {
451
+ "id":558,
452
+ "recency":14.0,
453
+ "frequency":5.0,
454
+ "monetary":1250.0,
455
+ "time":14.0,
456
+ "label":"No"
457
+ },
458
+ {
459
+ "id":578,
460
+ "recency":11.0,
461
+ "frequency":5.0,
462
+ "monetary":1250.0,
463
+ "time":18.0,
464
+ "label":"No"
465
+ },
466
+ {
467
+ "id":584,
468
+ "recency":2.0,
469
+ "frequency":1.0,
470
+ "monetary":250.0,
471
+ "time":2.0,
472
+ "label":"No"
473
+ },
474
+ {
475
+ "id":592,
476
+ "recency":2.0,
477
+ "frequency":3.0,
478
+ "monetary":750.0,
479
+ "time":22.0,
480
+ "label":"No"
481
+ },
482
+ {
483
+ "id":594,
484
+ "recency":5.0,
485
+ "frequency":11.0,
486
+ "monetary":2750.0,
487
+ "time":75.0,
488
+ "label":"No"
489
+ },
490
+ {
491
+ "id":616,
492
+ "recency":4.0,
493
+ "frequency":1.0,
494
+ "monetary":250.0,
495
+ "time":4.0,
496
+ "label":"No"
497
+ },
498
+ {
499
+ "id":618,
500
+ "recency":4.0,
501
+ "frequency":1.0,
502
+ "monetary":250.0,
503
+ "time":4.0,
504
+ "label":"Yes"
505
+ },
506
+ {
507
+ "id":629,
508
+ "recency":7.0,
509
+ "frequency":11.0,
510
+ "monetary":2750.0,
511
+ "time":89.0,
512
+ "label":"No"
513
+ },
514
+ {
515
+ "id":642,
516
+ "recency":11.0,
517
+ "frequency":6.0,
518
+ "monetary":1500.0,
519
+ "time":41.0,
520
+ "label":"No"
521
+ },
522
+ {
523
+ "id":653,
524
+ "recency":4.0,
525
+ "frequency":2.0,
526
+ "monetary":500.0,
527
+ "time":30.0,
528
+ "label":"No"
529
+ },
530
+ {
531
+ "id":659,
532
+ "recency":14.0,
533
+ "frequency":7.0,
534
+ "monetary":1750.0,
535
+ "time":45.0,
536
+ "label":"No"
537
+ },
538
+ {
539
+ "id":667,
540
+ "recency":11.0,
541
+ "frequency":1.0,
542
+ "monetary":250.0,
543
+ "time":11.0,
544
+ "label":"Yes"
545
+ },
546
+ {
547
+ "id":684,
548
+ "recency":16.0,
549
+ "frequency":4.0,
550
+ "monetary":1000.0,
551
+ "time":33.0,
552
+ "label":"No"
553
+ },
554
+ {
555
+ "id":685,
556
+ "recency":21.0,
557
+ "frequency":7.0,
558
+ "monetary":1750.0,
559
+ "time":38.0,
560
+ "label":"No"
561
+ },
562
+ {
563
+ "id":698,
564
+ "recency":16.0,
565
+ "frequency":7.0,
566
+ "monetary":1750.0,
567
+ "time":64.0,
568
+ "label":"No"
569
+ },
570
+ {
571
+ "id":720,
572
+ "recency":21.0,
573
+ "frequency":3.0,
574
+ "monetary":750.0,
575
+ "time":38.0,
576
+ "label":"No"
577
+ },
578
+ {
579
+ "id":728,
580
+ "recency":21.0,
581
+ "frequency":1.0,
582
+ "monetary":250.0,
583
+ "time":21.0,
584
+ "label":"No"
585
+ },
586
+ {
587
+ "id":729,
588
+ "recency":23.0,
589
+ "frequency":3.0,
590
+ "monetary":750.0,
591
+ "time":39.0,
592
+ "label":"No"
593
+ },
594
+ {
595
+ "id":734,
596
+ "recency":23.0,
597
+ "frequency":1.0,
598
+ "monetary":250.0,
599
+ "time":23.0,
600
+ "label":"No"
601
+ }
602
+ ]
Blood/seed_0/val_correct.json ADDED
@@ -0,0 +1,490 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id":84,
4
+ "recency":2.0,
5
+ "frequency":6.0,
6
+ "monetary":1500.0,
7
+ "time":28.0,
8
+ "label":"Yes"
9
+ },
10
+ {
11
+ "id":87,
12
+ "recency":4.0,
13
+ "frequency":2.0,
14
+ "monetary":500.0,
15
+ "time":4.0,
16
+ "label":"No"
17
+ },
18
+ {
19
+ "id":91,
20
+ "recency":4.0,
21
+ "frequency":2.0,
22
+ "monetary":500.0,
23
+ "time":4.0,
24
+ "label":"No"
25
+ },
26
+ {
27
+ "id":96,
28
+ "recency":3.0,
29
+ "frequency":17.0,
30
+ "monetary":4250.0,
31
+ "time":86.0,
32
+ "label":"No"
33
+ },
34
+ {
35
+ "id":128,
36
+ "recency":4.0,
37
+ "frequency":8.0,
38
+ "monetary":2000.0,
39
+ "time":48.0,
40
+ "label":"Yes"
41
+ },
42
+ {
43
+ "id":136,
44
+ "recency":2.0,
45
+ "frequency":5.0,
46
+ "monetary":1250.0,
47
+ "time":37.0,
48
+ "label":"No"
49
+ },
50
+ {
51
+ "id":160,
52
+ "recency":2.0,
53
+ "frequency":1.0,
54
+ "monetary":250.0,
55
+ "time":2.0,
56
+ "label":"No"
57
+ },
58
+ {
59
+ "id":166,
60
+ "recency":2.0,
61
+ "frequency":1.0,
62
+ "monetary":250.0,
63
+ "time":2.0,
64
+ "label":"No"
65
+ },
66
+ {
67
+ "id":171,
68
+ "recency":2.0,
69
+ "frequency":1.0,
70
+ "monetary":250.0,
71
+ "time":2.0,
72
+ "label":"No"
73
+ },
74
+ {
75
+ "id":177,
76
+ "recency":4.0,
77
+ "frequency":5.0,
78
+ "monetary":1250.0,
79
+ "time":33.0,
80
+ "label":"Yes"
81
+ },
82
+ {
83
+ "id":192,
84
+ "recency":2.0,
85
+ "frequency":4.0,
86
+ "monetary":1000.0,
87
+ "time":35.0,
88
+ "label":"No"
89
+ },
90
+ {
91
+ "id":198,
92
+ "recency":11.0,
93
+ "frequency":7.0,
94
+ "monetary":1750.0,
95
+ "time":29.0,
96
+ "label":"No"
97
+ },
98
+ {
99
+ "id":208,
100
+ "recency":11.0,
101
+ "frequency":6.0,
102
+ "monetary":1500.0,
103
+ "time":27.0,
104
+ "label":"No"
105
+ },
106
+ {
107
+ "id":211,
108
+ "recency":4.0,
109
+ "frequency":1.0,
110
+ "monetary":250.0,
111
+ "time":4.0,
112
+ "label":"No"
113
+ },
114
+ {
115
+ "id":228,
116
+ "recency":4.0,
117
+ "frequency":1.0,
118
+ "monetary":250.0,
119
+ "time":4.0,
120
+ "label":"No"
121
+ },
122
+ {
123
+ "id":233,
124
+ "recency":10.0,
125
+ "frequency":8.0,
126
+ "monetary":2000.0,
127
+ "time":39.0,
128
+ "label":"No"
129
+ },
130
+ {
131
+ "id":234,
132
+ "recency":14.0,
133
+ "frequency":7.0,
134
+ "monetary":1750.0,
135
+ "time":26.0,
136
+ "label":"No"
137
+ },
138
+ {
139
+ "id":237,
140
+ "recency":4.0,
141
+ "frequency":2.0,
142
+ "monetary":500.0,
143
+ "time":14.0,
144
+ "label":"No"
145
+ },
146
+ {
147
+ "id":260,
148
+ "recency":4.0,
149
+ "frequency":4.0,
150
+ "monetary":1000.0,
151
+ "time":41.0,
152
+ "label":"No"
153
+ },
154
+ {
155
+ "id":272,
156
+ "recency":7.0,
157
+ "frequency":2.0,
158
+ "monetary":500.0,
159
+ "time":16.0,
160
+ "label":"No"
161
+ },
162
+ {
163
+ "id":274,
164
+ "recency":4.0,
165
+ "frequency":5.0,
166
+ "monetary":1250.0,
167
+ "time":58.0,
168
+ "label":"No"
169
+ },
170
+ {
171
+ "id":277,
172
+ "recency":4.0,
173
+ "frequency":3.0,
174
+ "monetary":750.0,
175
+ "time":34.0,
176
+ "label":"No"
177
+ },
178
+ {
179
+ "id":296,
180
+ "recency":14.0,
181
+ "frequency":5.0,
182
+ "monetary":1250.0,
183
+ "time":28.0,
184
+ "label":"No"
185
+ },
186
+ {
187
+ "id":300,
188
+ "recency":14.0,
189
+ "frequency":2.0,
190
+ "monetary":500.0,
191
+ "time":14.0,
192
+ "label":"No"
193
+ },
194
+ {
195
+ "id":302,
196
+ "recency":14.0,
197
+ "frequency":2.0,
198
+ "monetary":500.0,
199
+ "time":14.0,
200
+ "label":"No"
201
+ },
202
+ {
203
+ "id":307,
204
+ "recency":11.0,
205
+ "frequency":3.0,
206
+ "monetary":750.0,
207
+ "time":23.0,
208
+ "label":"No"
209
+ },
210
+ {
211
+ "id":325,
212
+ "recency":14.0,
213
+ "frequency":2.0,
214
+ "monetary":500.0,
215
+ "time":16.0,
216
+ "label":"No"
217
+ },
218
+ {
219
+ "id":366,
220
+ "recency":23.0,
221
+ "frequency":15.0,
222
+ "monetary":3750.0,
223
+ "time":57.0,
224
+ "label":"No"
225
+ },
226
+ {
227
+ "id":385,
228
+ "recency":14.0,
229
+ "frequency":7.0,
230
+ "monetary":1750.0,
231
+ "time":72.0,
232
+ "label":"No"
233
+ },
234
+ {
235
+ "id":389,
236
+ "recency":14.0,
237
+ "frequency":7.0,
238
+ "monetary":1750.0,
239
+ "time":73.0,
240
+ "label":"No"
241
+ },
242
+ {
243
+ "id":405,
244
+ "recency":14.0,
245
+ "frequency":3.0,
246
+ "monetary":750.0,
247
+ "time":41.0,
248
+ "label":"No"
249
+ },
250
+ {
251
+ "id":419,
252
+ "recency":16.0,
253
+ "frequency":2.0,
254
+ "monetary":500.0,
255
+ "time":26.0,
256
+ "label":"No"
257
+ },
258
+ {
259
+ "id":439,
260
+ "recency":18.0,
261
+ "frequency":8.0,
262
+ "monetary":2000.0,
263
+ "time":95.0,
264
+ "label":"No"
265
+ },
266
+ {
267
+ "id":450,
268
+ "recency":23.0,
269
+ "frequency":3.0,
270
+ "monetary":750.0,
271
+ "time":33.0,
272
+ "label":"No"
273
+ },
274
+ {
275
+ "id":456,
276
+ "recency":21.0,
277
+ "frequency":1.0,
278
+ "monetary":250.0,
279
+ "time":21.0,
280
+ "label":"No"
281
+ },
282
+ {
283
+ "id":465,
284
+ "recency":21.0,
285
+ "frequency":5.0,
286
+ "monetary":1250.0,
287
+ "time":60.0,
288
+ "label":"No"
289
+ },
290
+ {
291
+ "id":487,
292
+ "recency":23.0,
293
+ "frequency":3.0,
294
+ "monetary":750.0,
295
+ "time":48.0,
296
+ "label":"No"
297
+ },
298
+ {
299
+ "id":488,
300
+ "recency":21.0,
301
+ "frequency":2.0,
302
+ "monetary":500.0,
303
+ "time":41.0,
304
+ "label":"No"
305
+ },
306
+ {
307
+ "id":495,
308
+ "recency":35.0,
309
+ "frequency":3.0,
310
+ "monetary":750.0,
311
+ "time":64.0,
312
+ "label":"No"
313
+ },
314
+ {
315
+ "id":506,
316
+ "recency":3.0,
317
+ "frequency":21.0,
318
+ "monetary":5250.0,
319
+ "time":42.0,
320
+ "label":"Yes"
321
+ },
322
+ {
323
+ "id":507,
324
+ "recency":2.0,
325
+ "frequency":11.0,
326
+ "monetary":2750.0,
327
+ "time":23.0,
328
+ "label":"No"
329
+ },
330
+ {
331
+ "id":517,
332
+ "recency":4.0,
333
+ "frequency":33.0,
334
+ "monetary":8250.0,
335
+ "time":98.0,
336
+ "label":"Yes"
337
+ },
338
+ {
339
+ "id":521,
340
+ "recency":2.0,
341
+ "frequency":11.0,
342
+ "monetary":2750.0,
343
+ "time":41.0,
344
+ "label":"Yes"
345
+ },
346
+ {
347
+ "id":535,
348
+ "recency":4.0,
349
+ "frequency":5.0,
350
+ "monetary":1250.0,
351
+ "time":16.0,
352
+ "label":"Yes"
353
+ },
354
+ {
355
+ "id":558,
356
+ "recency":14.0,
357
+ "frequency":5.0,
358
+ "monetary":1250.0,
359
+ "time":14.0,
360
+ "label":"No"
361
+ },
362
+ {
363
+ "id":578,
364
+ "recency":11.0,
365
+ "frequency":5.0,
366
+ "monetary":1250.0,
367
+ "time":18.0,
368
+ "label":"No"
369
+ },
370
+ {
371
+ "id":584,
372
+ "recency":2.0,
373
+ "frequency":1.0,
374
+ "monetary":250.0,
375
+ "time":2.0,
376
+ "label":"No"
377
+ },
378
+ {
379
+ "id":592,
380
+ "recency":2.0,
381
+ "frequency":3.0,
382
+ "monetary":750.0,
383
+ "time":22.0,
384
+ "label":"No"
385
+ },
386
+ {
387
+ "id":594,
388
+ "recency":5.0,
389
+ "frequency":11.0,
390
+ "monetary":2750.0,
391
+ "time":75.0,
392
+ "label":"No"
393
+ },
394
+ {
395
+ "id":616,
396
+ "recency":4.0,
397
+ "frequency":1.0,
398
+ "monetary":250.0,
399
+ "time":4.0,
400
+ "label":"No"
401
+ },
402
+ {
403
+ "id":629,
404
+ "recency":7.0,
405
+ "frequency":11.0,
406
+ "monetary":2750.0,
407
+ "time":89.0,
408
+ "label":"No"
409
+ },
410
+ {
411
+ "id":642,
412
+ "recency":11.0,
413
+ "frequency":6.0,
414
+ "monetary":1500.0,
415
+ "time":41.0,
416
+ "label":"No"
417
+ },
418
+ {
419
+ "id":653,
420
+ "recency":4.0,
421
+ "frequency":2.0,
422
+ "monetary":500.0,
423
+ "time":30.0,
424
+ "label":"No"
425
+ },
426
+ {
427
+ "id":659,
428
+ "recency":14.0,
429
+ "frequency":7.0,
430
+ "monetary":1750.0,
431
+ "time":45.0,
432
+ "label":"No"
433
+ },
434
+ {
435
+ "id":684,
436
+ "recency":16.0,
437
+ "frequency":4.0,
438
+ "monetary":1000.0,
439
+ "time":33.0,
440
+ "label":"No"
441
+ },
442
+ {
443
+ "id":685,
444
+ "recency":21.0,
445
+ "frequency":7.0,
446
+ "monetary":1750.0,
447
+ "time":38.0,
448
+ "label":"No"
449
+ },
450
+ {
451
+ "id":698,
452
+ "recency":16.0,
453
+ "frequency":7.0,
454
+ "monetary":1750.0,
455
+ "time":64.0,
456
+ "label":"No"
457
+ },
458
+ {
459
+ "id":720,
460
+ "recency":21.0,
461
+ "frequency":3.0,
462
+ "monetary":750.0,
463
+ "time":38.0,
464
+ "label":"No"
465
+ },
466
+ {
467
+ "id":728,
468
+ "recency":21.0,
469
+ "frequency":1.0,
470
+ "monetary":250.0,
471
+ "time":21.0,
472
+ "label":"No"
473
+ },
474
+ {
475
+ "id":729,
476
+ "recency":23.0,
477
+ "frequency":3.0,
478
+ "monetary":750.0,
479
+ "time":39.0,
480
+ "label":"No"
481
+ },
482
+ {
483
+ "id":734,
484
+ "recency":23.0,
485
+ "frequency":1.0,
486
+ "monetary":250.0,
487
+ "time":23.0,
488
+ "label":"No"
489
+ }
490
+ ]
Blood/seed_15/metrics.json ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "seed": 15,
3
+ "best_params": {
4
+ "max_depth": 4,
5
+ "min_samples_split": 2,
6
+ "min_samples_leaf": 2,
7
+ "criterion": "entropy"
8
+ },
9
+ "train_accuracy": 0.7976588628762542,
10
+ "val_accuracy": 0.7466666666666667,
11
+ "test_accuracy": 0.7733333333333333,
12
+ "num_train": 598,
13
+ "num_val": 75,
14
+ "num_test": 75,
15
+ "num_train_correct": 477,
16
+ "num_test_correct": 58
17
+ }
Blood/seed_15/rationale/data_with_prompts_train_decision_tree_correct_serialized.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_15/rationale/generated_rationales_train_decision_tree_full_serialized.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_15/rationale_newest/data_with_prompts_train_decision_tree_correct_serialized.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_15/rationale_newest/generated_rationales_train_decision_tree_full_serialized.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_15/test.json ADDED
@@ -0,0 +1,1427 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id": 35,
4
+ "label": "Yes",
5
+ "prediction": "Yes",
6
+ "features": {
7
+ "recency": 2.0,
8
+ "frequency": 8.0,
9
+ "monetary": 2000.0,
10
+ "time": 28.0
11
+ },
12
+ "decision_path": [
13
+ "recency <= 6.500",
14
+ "monetary > 875.000",
15
+ "frequency <= 25.000",
16
+ "time <= 49.500"
17
+ ],
18
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 28.",
19
+ "rationale": "only for testing"
20
+ },
21
+ {
22
+ "id": 42,
23
+ "label": "Yes",
24
+ "prediction": "Yes",
25
+ "features": {
26
+ "recency": 2.0,
27
+ "frequency": 5.0,
28
+ "monetary": 1250.0,
29
+ "time": 16.0
30
+ },
31
+ "decision_path": [
32
+ "recency <= 6.500",
33
+ "monetary > 875.000",
34
+ "frequency <= 25.000",
35
+ "time <= 49.500"
36
+ ],
37
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 16.",
38
+ "rationale": "only for testing"
39
+ },
40
+ {
41
+ "id": 43,
42
+ "label": "No",
43
+ "prediction": "Yes",
44
+ "features": {
45
+ "recency": 2.0,
46
+ "frequency": 5.0,
47
+ "monetary": 1250.0,
48
+ "time": 16.0
49
+ },
50
+ "decision_path": [
51
+ "recency <= 6.500",
52
+ "monetary > 875.000",
53
+ "frequency <= 25.000",
54
+ "time <= 49.500"
55
+ ],
56
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 16.",
57
+ "rationale": "only for testing"
58
+ },
59
+ {
60
+ "id": 46,
61
+ "label": "No",
62
+ "prediction": "Yes",
63
+ "features": {
64
+ "recency": 2.0,
65
+ "frequency": 9.0,
66
+ "monetary": 2250.0,
67
+ "time": 36.0
68
+ },
69
+ "decision_path": [
70
+ "recency <= 6.500",
71
+ "monetary > 875.000",
72
+ "frequency <= 25.000",
73
+ "time <= 49.500"
74
+ ],
75
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 9. The Monetary - total blood donated in c.c. is 2250. The Time - months since first donation is 36.",
76
+ "rationale": "only for testing"
77
+ },
78
+ {
79
+ "id": 50,
80
+ "label": "No",
81
+ "prediction": "Yes",
82
+ "features": {
83
+ "recency": 2.0,
84
+ "frequency": 11.0,
85
+ "monetary": 2750.0,
86
+ "time": 46.0
87
+ },
88
+ "decision_path": [
89
+ "recency <= 6.500",
90
+ "monetary > 875.000",
91
+ "frequency <= 25.000",
92
+ "time <= 49.500"
93
+ ],
94
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 11. The Monetary - total blood donated in c.c. is 2750. The Time - months since first donation is 46.",
95
+ "rationale": "only for testing"
96
+ },
97
+ {
98
+ "id": 59,
99
+ "label": "No",
100
+ "prediction": "Yes",
101
+ "features": {
102
+ "recency": 3.0,
103
+ "frequency": 6.0,
104
+ "monetary": 1500.0,
105
+ "time": 21.0
106
+ },
107
+ "decision_path": [
108
+ "recency <= 6.500",
109
+ "monetary > 875.000",
110
+ "frequency <= 25.000",
111
+ "time <= 49.500"
112
+ ],
113
+ "note": "The Recency - months since last donation is 3. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 21.",
114
+ "rationale": "only for testing"
115
+ },
116
+ {
117
+ "id": 69,
118
+ "label": "No",
119
+ "prediction": "No",
120
+ "features": {
121
+ "recency": 1.0,
122
+ "frequency": 9.0,
123
+ "monetary": 2250.0,
124
+ "time": 51.0
125
+ },
126
+ "decision_path": [
127
+ "recency <= 6.500",
128
+ "monetary > 875.000",
129
+ "frequency <= 25.000",
130
+ "time > 49.500"
131
+ ],
132
+ "note": "The Recency - months since last donation is 1. The Frequency - total number of donation is 9. The Monetary - total blood donated in c.c. is 2250. The Time - months since first donation is 51.",
133
+ "rationale": "only for testing"
134
+ },
135
+ {
136
+ "id": 122,
137
+ "label": "Yes",
138
+ "prediction": "Yes",
139
+ "features": {
140
+ "recency": 2.0,
141
+ "frequency": 6.0,
142
+ "monetary": 1500.0,
143
+ "time": 41.0
144
+ },
145
+ "decision_path": [
146
+ "recency <= 6.500",
147
+ "monetary > 875.000",
148
+ "frequency <= 25.000",
149
+ "time <= 49.500"
150
+ ],
151
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 41.",
152
+ "rationale": "only for testing"
153
+ },
154
+ {
155
+ "id": 124,
156
+ "label": "No",
157
+ "prediction": "Yes",
158
+ "features": {
159
+ "recency": 2.0,
160
+ "frequency": 4.0,
161
+ "monetary": 1000.0,
162
+ "time": 26.0
163
+ },
164
+ "decision_path": [
165
+ "recency <= 6.500",
166
+ "monetary > 875.000",
167
+ "frequency <= 25.000",
168
+ "time <= 49.500"
169
+ ],
170
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 26.",
171
+ "rationale": "only for testing"
172
+ },
173
+ {
174
+ "id": 126,
175
+ "label": "Yes",
176
+ "prediction": "Yes",
177
+ "features": {
178
+ "recency": 4.0,
179
+ "frequency": 8.0,
180
+ "monetary": 2000.0,
181
+ "time": 46.0
182
+ },
183
+ "decision_path": [
184
+ "recency <= 6.500",
185
+ "monetary > 875.000",
186
+ "frequency <= 25.000",
187
+ "time <= 49.500"
188
+ ],
189
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 46.",
190
+ "rationale": "only for testing"
191
+ },
192
+ {
193
+ "id": 145,
194
+ "label": "Yes",
195
+ "prediction": "No",
196
+ "features": {
197
+ "recency": 4.0,
198
+ "frequency": 3.0,
199
+ "monetary": 750.0,
200
+ "time": 16.0
201
+ },
202
+ "decision_path": [
203
+ "recency <= 6.500",
204
+ "monetary <= 875.000",
205
+ "time > 12.500",
206
+ "time <= 24.500"
207
+ ],
208
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 16.",
209
+ "rationale": "only for testing"
210
+ },
211
+ {
212
+ "id": 149,
213
+ "label": "No",
214
+ "prediction": "No",
215
+ "features": {
216
+ "recency": 2.0,
217
+ "frequency": 2.0,
218
+ "monetary": 500.0,
219
+ "time": 11.0
220
+ },
221
+ "decision_path": [
222
+ "recency <= 6.500",
223
+ "monetary <= 875.000",
224
+ "time <= 12.500",
225
+ "monetary > 375.000"
226
+ ],
227
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 11.",
228
+ "rationale": "only for testing"
229
+ },
230
+ {
231
+ "id": 153,
232
+ "label": "Yes",
233
+ "prediction": "No",
234
+ "features": {
235
+ "recency": 2.0,
236
+ "frequency": 1.0,
237
+ "monetary": 250.0,
238
+ "time": 2.0
239
+ },
240
+ "decision_path": [
241
+ "recency <= 6.500",
242
+ "monetary <= 875.000",
243
+ "time <= 12.500",
244
+ "monetary <= 375.000"
245
+ ],
246
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
247
+ "rationale": "only for testing"
248
+ },
249
+ {
250
+ "id": 154,
251
+ "label": "No",
252
+ "prediction": "No",
253
+ "features": {
254
+ "recency": 2.0,
255
+ "frequency": 1.0,
256
+ "monetary": 250.0,
257
+ "time": 2.0
258
+ },
259
+ "decision_path": [
260
+ "recency <= 6.500",
261
+ "monetary <= 875.000",
262
+ "time <= 12.500",
263
+ "monetary <= 375.000"
264
+ ],
265
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
266
+ "rationale": "only for testing"
267
+ },
268
+ {
269
+ "id": 156,
270
+ "label": "No",
271
+ "prediction": "No",
272
+ "features": {
273
+ "recency": 2.0,
274
+ "frequency": 1.0,
275
+ "monetary": 250.0,
276
+ "time": 2.0
277
+ },
278
+ "decision_path": [
279
+ "recency <= 6.500",
280
+ "monetary <= 875.000",
281
+ "time <= 12.500",
282
+ "monetary <= 375.000"
283
+ ],
284
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
285
+ "rationale": "only for testing"
286
+ },
287
+ {
288
+ "id": 157,
289
+ "label": "No",
290
+ "prediction": "No",
291
+ "features": {
292
+ "recency": 2.0,
293
+ "frequency": 1.0,
294
+ "monetary": 250.0,
295
+ "time": 2.0
296
+ },
297
+ "decision_path": [
298
+ "recency <= 6.500",
299
+ "monetary <= 875.000",
300
+ "time <= 12.500",
301
+ "monetary <= 375.000"
302
+ ],
303
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
304
+ "rationale": "only for testing"
305
+ },
306
+ {
307
+ "id": 174,
308
+ "label": "No",
309
+ "prediction": "No",
310
+ "features": {
311
+ "recency": 2.0,
312
+ "frequency": 1.0,
313
+ "monetary": 250.0,
314
+ "time": 2.0
315
+ },
316
+ "decision_path": [
317
+ "recency <= 6.500",
318
+ "monetary <= 875.000",
319
+ "time <= 12.500",
320
+ "monetary <= 375.000"
321
+ ],
322
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
323
+ "rationale": "only for testing"
324
+ },
325
+ {
326
+ "id": 179,
327
+ "label": "No",
328
+ "prediction": "No",
329
+ "features": {
330
+ "recency": 2.0,
331
+ "frequency": 3.0,
332
+ "monetary": 750.0,
333
+ "time": 22.0
334
+ },
335
+ "decision_path": [
336
+ "recency <= 6.500",
337
+ "monetary <= 875.000",
338
+ "time > 12.500",
339
+ "time <= 24.500"
340
+ ],
341
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 22.",
342
+ "rationale": "only for testing"
343
+ },
344
+ {
345
+ "id": 184,
346
+ "label": "No",
347
+ "prediction": "No",
348
+ "features": {
349
+ "recency": 13.0,
350
+ "frequency": 8.0,
351
+ "monetary": 2000.0,
352
+ "time": 26.0
353
+ },
354
+ "decision_path": [
355
+ "recency > 6.500",
356
+ "recency <= 13.500",
357
+ "time <= 36.000",
358
+ "time > 16.500"
359
+ ],
360
+ "note": "The Recency - months since last donation is 13. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 26.",
361
+ "rationale": "only for testing"
362
+ },
363
+ {
364
+ "id": 191,
365
+ "label": "No",
366
+ "prediction": "No",
367
+ "features": {
368
+ "recency": 4.0,
369
+ "frequency": 7.0,
370
+ "monetary": 1750.0,
371
+ "time": 52.0
372
+ },
373
+ "decision_path": [
374
+ "recency <= 6.500",
375
+ "monetary > 875.000",
376
+ "frequency <= 25.000",
377
+ "time > 49.500"
378
+ ],
379
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 52.",
380
+ "rationale": "only for testing"
381
+ },
382
+ {
383
+ "id": 198,
384
+ "label": "No",
385
+ "prediction": "No",
386
+ "features": {
387
+ "recency": 11.0,
388
+ "frequency": 7.0,
389
+ "monetary": 1750.0,
390
+ "time": 29.0
391
+ },
392
+ "decision_path": [
393
+ "recency > 6.500",
394
+ "recency <= 13.500",
395
+ "time <= 36.000",
396
+ "time > 16.500"
397
+ ],
398
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 29.",
399
+ "rationale": "only for testing"
400
+ },
401
+ {
402
+ "id": 203,
403
+ "label": "No",
404
+ "prediction": "No",
405
+ "features": {
406
+ "recency": 4.0,
407
+ "frequency": 7.0,
408
+ "monetary": 1750.0,
409
+ "time": 58.0
410
+ },
411
+ "decision_path": [
412
+ "recency <= 6.500",
413
+ "monetary > 875.000",
414
+ "frequency <= 25.000",
415
+ "time > 49.500"
416
+ ],
417
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 58.",
418
+ "rationale": "only for testing"
419
+ },
420
+ {
421
+ "id": 221,
422
+ "label": "Yes",
423
+ "prediction": "No",
424
+ "features": {
425
+ "recency": 4.0,
426
+ "frequency": 1.0,
427
+ "monetary": 250.0,
428
+ "time": 4.0
429
+ },
430
+ "decision_path": [
431
+ "recency <= 6.500",
432
+ "monetary <= 875.000",
433
+ "time <= 12.500",
434
+ "monetary <= 375.000"
435
+ ],
436
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 4.",
437
+ "rationale": "only for testing"
438
+ },
439
+ {
440
+ "id": 225,
441
+ "label": "Yes",
442
+ "prediction": "No",
443
+ "features": {
444
+ "recency": 4.0,
445
+ "frequency": 1.0,
446
+ "monetary": 250.0,
447
+ "time": 4.0
448
+ },
449
+ "decision_path": [
450
+ "recency <= 6.500",
451
+ "monetary <= 875.000",
452
+ "time <= 12.500",
453
+ "monetary <= 375.000"
454
+ ],
455
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 4.",
456
+ "rationale": "only for testing"
457
+ },
458
+ {
459
+ "id": 228,
460
+ "label": "No",
461
+ "prediction": "No",
462
+ "features": {
463
+ "recency": 4.0,
464
+ "frequency": 1.0,
465
+ "monetary": 250.0,
466
+ "time": 4.0
467
+ },
468
+ "decision_path": [
469
+ "recency <= 6.500",
470
+ "monetary <= 875.000",
471
+ "time <= 12.500",
472
+ "monetary <= 375.000"
473
+ ],
474
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 4.",
475
+ "rationale": "only for testing"
476
+ },
477
+ {
478
+ "id": 240,
479
+ "label": "Yes",
480
+ "prediction": "No",
481
+ "features": {
482
+ "recency": 8.0,
483
+ "frequency": 8.0,
484
+ "monetary": 2000.0,
485
+ "time": 52.0
486
+ },
487
+ "decision_path": [
488
+ "recency > 6.500",
489
+ "recency <= 13.500",
490
+ "time > 36.000",
491
+ "time > 41.500"
492
+ ],
493
+ "note": "The Recency - months since last donation is 8. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 52.",
494
+ "rationale": "only for testing"
495
+ },
496
+ {
497
+ "id": 250,
498
+ "label": "No",
499
+ "prediction": "No",
500
+ "features": {
501
+ "recency": 11.0,
502
+ "frequency": 2.0,
503
+ "monetary": 500.0,
504
+ "time": 11.0
505
+ },
506
+ "decision_path": [
507
+ "recency > 6.500",
508
+ "recency <= 13.500",
509
+ "time <= 36.000",
510
+ "time <= 16.500"
511
+ ],
512
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 11.",
513
+ "rationale": "only for testing"
514
+ },
515
+ {
516
+ "id": 259,
517
+ "label": "No",
518
+ "prediction": "No",
519
+ "features": {
520
+ "recency": 12.0,
521
+ "frequency": 12.0,
522
+ "monetary": 3000.0,
523
+ "time": 58.0
524
+ },
525
+ "decision_path": [
526
+ "recency > 6.500",
527
+ "recency <= 13.500",
528
+ "time > 36.000",
529
+ "time > 41.500"
530
+ ],
531
+ "note": "The Recency - months since last donation is 12. The Frequency - total number of donation is 12. The Monetary - total blood donated in c.c. is 3000. The Time - months since first donation is 58.",
532
+ "rationale": "only for testing"
533
+ },
534
+ {
535
+ "id": 260,
536
+ "label": "No",
537
+ "prediction": "Yes",
538
+ "features": {
539
+ "recency": 4.0,
540
+ "frequency": 4.0,
541
+ "monetary": 1000.0,
542
+ "time": 41.0
543
+ },
544
+ "decision_path": [
545
+ "recency <= 6.500",
546
+ "monetary > 875.000",
547
+ "frequency <= 25.000",
548
+ "time <= 49.500"
549
+ ],
550
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 41.",
551
+ "rationale": "only for testing"
552
+ },
553
+ {
554
+ "id": 264,
555
+ "label": "No",
556
+ "prediction": "No",
557
+ "features": {
558
+ "recency": 4.0,
559
+ "frequency": 5.0,
560
+ "monetary": 1250.0,
561
+ "time": 58.0
562
+ },
563
+ "decision_path": [
564
+ "recency <= 6.500",
565
+ "monetary > 875.000",
566
+ "frequency <= 25.000",
567
+ "time > 49.500"
568
+ ],
569
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 58.",
570
+ "rationale": "only for testing"
571
+ },
572
+ {
573
+ "id": 295,
574
+ "label": "No",
575
+ "prediction": "No",
576
+ "features": {
577
+ "recency": 2.0,
578
+ "frequency": 4.0,
579
+ "monetary": 1000.0,
580
+ "time": 70.0
581
+ },
582
+ "decision_path": [
583
+ "recency <= 6.500",
584
+ "monetary > 875.000",
585
+ "frequency <= 25.000",
586
+ "time > 49.500"
587
+ ],
588
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 70.",
589
+ "rationale": "only for testing"
590
+ },
591
+ {
592
+ "id": 302,
593
+ "label": "No",
594
+ "prediction": "No",
595
+ "features": {
596
+ "recency": 14.0,
597
+ "frequency": 2.0,
598
+ "monetary": 500.0,
599
+ "time": 14.0
600
+ },
601
+ "decision_path": [
602
+ "recency > 6.500",
603
+ "recency > 13.500",
604
+ "time <= 50.500",
605
+ "frequency > 1.500"
606
+ ],
607
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 14.",
608
+ "rationale": "only for testing"
609
+ },
610
+ {
611
+ "id": 324,
612
+ "label": "No",
613
+ "prediction": "No",
614
+ "features": {
615
+ "recency": 16.0,
616
+ "frequency": 7.0,
617
+ "monetary": 1750.0,
618
+ "time": 38.0
619
+ },
620
+ "decision_path": [
621
+ "recency > 6.500",
622
+ "recency > 13.500",
623
+ "time <= 50.500",
624
+ "frequency > 1.500"
625
+ ],
626
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 38.",
627
+ "rationale": "only for testing"
628
+ },
629
+ {
630
+ "id": 344,
631
+ "label": "No",
632
+ "prediction": "No",
633
+ "features": {
634
+ "recency": 11.0,
635
+ "frequency": 1.0,
636
+ "monetary": 250.0,
637
+ "time": 11.0
638
+ },
639
+ "decision_path": [
640
+ "recency > 6.500",
641
+ "recency <= 13.500",
642
+ "time <= 36.000",
643
+ "time <= 16.500"
644
+ ],
645
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 11.",
646
+ "rationale": "only for testing"
647
+ },
648
+ {
649
+ "id": 348,
650
+ "label": "No",
651
+ "prediction": "No",
652
+ "features": {
653
+ "recency": 11.0,
654
+ "frequency": 1.0,
655
+ "monetary": 250.0,
656
+ "time": 11.0
657
+ },
658
+ "decision_path": [
659
+ "recency > 6.500",
660
+ "recency <= 13.500",
661
+ "time <= 36.000",
662
+ "time <= 16.500"
663
+ ],
664
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 11.",
665
+ "rationale": "only for testing"
666
+ },
667
+ {
668
+ "id": 371,
669
+ "label": "No",
670
+ "prediction": "No",
671
+ "features": {
672
+ "recency": 14.0,
673
+ "frequency": 3.0,
674
+ "monetary": 750.0,
675
+ "time": 31.0
676
+ },
677
+ "decision_path": [
678
+ "recency > 6.500",
679
+ "recency > 13.500",
680
+ "time <= 50.500",
681
+ "frequency > 1.500"
682
+ ],
683
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 31.",
684
+ "rationale": "only for testing"
685
+ },
686
+ {
687
+ "id": 374,
688
+ "label": "No",
689
+ "prediction": "No",
690
+ "features": {
691
+ "recency": 14.0,
692
+ "frequency": 4.0,
693
+ "monetary": 1000.0,
694
+ "time": 40.0
695
+ },
696
+ "decision_path": [
697
+ "recency > 6.500",
698
+ "recency > 13.500",
699
+ "time <= 50.500",
700
+ "frequency > 1.500"
701
+ ],
702
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 40.",
703
+ "rationale": "only for testing"
704
+ },
705
+ {
706
+ "id": 378,
707
+ "label": "No",
708
+ "prediction": "No",
709
+ "features": {
710
+ "recency": 14.0,
711
+ "frequency": 1.0,
712
+ "monetary": 250.0,
713
+ "time": 14.0
714
+ },
715
+ "decision_path": [
716
+ "recency > 6.500",
717
+ "recency > 13.500",
718
+ "time <= 50.500",
719
+ "frequency <= 1.500"
720
+ ],
721
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 14.",
722
+ "rationale": "only for testing"
723
+ },
724
+ {
725
+ "id": 392,
726
+ "label": "No",
727
+ "prediction": "No",
728
+ "features": {
729
+ "recency": 4.0,
730
+ "frequency": 2.0,
731
+ "monetary": 500.0,
732
+ "time": 59.0
733
+ },
734
+ "decision_path": [
735
+ "recency <= 6.500",
736
+ "monetary <= 875.000",
737
+ "time > 12.500",
738
+ "time > 24.500"
739
+ ],
740
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 59.",
741
+ "rationale": "only for testing"
742
+ },
743
+ {
744
+ "id": 420,
745
+ "label": "No",
746
+ "prediction": "No",
747
+ "features": {
748
+ "recency": 21.0,
749
+ "frequency": 2.0,
750
+ "monetary": 500.0,
751
+ "time": 23.0
752
+ },
753
+ "decision_path": [
754
+ "recency > 6.500",
755
+ "recency > 13.500",
756
+ "time <= 50.500",
757
+ "frequency > 1.500"
758
+ ],
759
+ "note": "The Recency - months since last donation is 21. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 23.",
760
+ "rationale": "only for testing"
761
+ },
762
+ {
763
+ "id": 423,
764
+ "label": "No",
765
+ "prediction": "No",
766
+ "features": {
767
+ "recency": 21.0,
768
+ "frequency": 2.0,
769
+ "monetary": 500.0,
770
+ "time": 23.0
771
+ },
772
+ "decision_path": [
773
+ "recency > 6.500",
774
+ "recency > 13.500",
775
+ "time <= 50.500",
776
+ "frequency > 1.500"
777
+ ],
778
+ "note": "The Recency - months since last donation is 21. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 23.",
779
+ "rationale": "only for testing"
780
+ },
781
+ {
782
+ "id": 424,
783
+ "label": "No",
784
+ "prediction": "No",
785
+ "features": {
786
+ "recency": 14.0,
787
+ "frequency": 4.0,
788
+ "monetary": 1000.0,
789
+ "time": 57.0
790
+ },
791
+ "decision_path": [
792
+ "recency > 6.500",
793
+ "recency > 13.500",
794
+ "time > 50.500",
795
+ "time <= 86.500"
796
+ ],
797
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 57.",
798
+ "rationale": "only for testing"
799
+ },
800
+ {
801
+ "id": 433,
802
+ "label": "No",
803
+ "prediction": "No",
804
+ "features": {
805
+ "recency": 14.0,
806
+ "frequency": 4.0,
807
+ "monetary": 1000.0,
808
+ "time": 64.0
809
+ },
810
+ "decision_path": [
811
+ "recency > 6.500",
812
+ "recency > 13.500",
813
+ "time > 50.500",
814
+ "time <= 86.500"
815
+ ],
816
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 64.",
817
+ "rationale": "only for testing"
818
+ },
819
+ {
820
+ "id": 440,
821
+ "label": "No",
822
+ "prediction": "No",
823
+ "features": {
824
+ "recency": 16.0,
825
+ "frequency": 3.0,
826
+ "monetary": 750.0,
827
+ "time": 46.0
828
+ },
829
+ "decision_path": [
830
+ "recency > 6.500",
831
+ "recency > 13.500",
832
+ "time <= 50.500",
833
+ "frequency > 1.500"
834
+ ],
835
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 46.",
836
+ "rationale": "only for testing"
837
+ },
838
+ {
839
+ "id": 455,
840
+ "label": "No",
841
+ "prediction": "No",
842
+ "features": {
843
+ "recency": 21.0,
844
+ "frequency": 1.0,
845
+ "monetary": 250.0,
846
+ "time": 21.0
847
+ },
848
+ "decision_path": [
849
+ "recency > 6.500",
850
+ "recency > 13.500",
851
+ "time <= 50.500",
852
+ "frequency <= 1.500"
853
+ ],
854
+ "note": "The Recency - months since last donation is 21. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 21.",
855
+ "rationale": "only for testing"
856
+ },
857
+ {
858
+ "id": 461,
859
+ "label": "No",
860
+ "prediction": "No",
861
+ "features": {
862
+ "recency": 21.0,
863
+ "frequency": 1.0,
864
+ "monetary": 250.0,
865
+ "time": 21.0
866
+ },
867
+ "decision_path": [
868
+ "recency > 6.500",
869
+ "recency > 13.500",
870
+ "time <= 50.500",
871
+ "frequency <= 1.500"
872
+ ],
873
+ "note": "The Recency - months since last donation is 21. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 21.",
874
+ "rationale": "only for testing"
875
+ },
876
+ {
877
+ "id": 472,
878
+ "label": "No",
879
+ "prediction": "No",
880
+ "features": {
881
+ "recency": 23.0,
882
+ "frequency": 3.0,
883
+ "monetary": 750.0,
884
+ "time": 41.0
885
+ },
886
+ "decision_path": [
887
+ "recency > 6.500",
888
+ "recency > 13.500",
889
+ "time <= 50.500",
890
+ "frequency > 1.500"
891
+ ],
892
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 41.",
893
+ "rationale": "only for testing"
894
+ },
895
+ {
896
+ "id": 478,
897
+ "label": "No",
898
+ "prediction": "No",
899
+ "features": {
900
+ "recency": 23.0,
901
+ "frequency": 1.0,
902
+ "monetary": 250.0,
903
+ "time": 23.0
904
+ },
905
+ "decision_path": [
906
+ "recency > 6.500",
907
+ "recency > 13.500",
908
+ "time <= 50.500",
909
+ "frequency <= 1.500"
910
+ ],
911
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 23.",
912
+ "rationale": "only for testing"
913
+ },
914
+ {
915
+ "id": 493,
916
+ "label": "No",
917
+ "prediction": "No",
918
+ "features": {
919
+ "recency": 23.0,
920
+ "frequency": 3.0,
921
+ "monetary": 750.0,
922
+ "time": 89.0
923
+ },
924
+ "decision_path": [
925
+ "recency > 6.500",
926
+ "recency > 13.500",
927
+ "time > 50.500",
928
+ "time > 86.500"
929
+ ],
930
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 89.",
931
+ "rationale": "only for testing"
932
+ },
933
+ {
934
+ "id": 501,
935
+ "label": "Yes",
936
+ "prediction": "Yes",
937
+ "features": {
938
+ "recency": 6.0,
939
+ "frequency": 22.0,
940
+ "monetary": 5500.0,
941
+ "time": 28.0
942
+ },
943
+ "decision_path": [
944
+ "recency <= 6.500",
945
+ "monetary > 875.000",
946
+ "frequency <= 25.000",
947
+ "time <= 49.500"
948
+ ],
949
+ "note": "The Recency - months since last donation is 6. The Frequency - total number of donation is 22. The Monetary - total blood donated in c.c. is 5500. The Time - months since first donation is 28.",
950
+ "rationale": "only for testing"
951
+ },
952
+ {
953
+ "id": 528,
954
+ "label": "No",
955
+ "prediction": "No",
956
+ "features": {
957
+ "recency": 5.0,
958
+ "frequency": 24.0,
959
+ "monetary": 6000.0,
960
+ "time": 79.0
961
+ },
962
+ "decision_path": [
963
+ "recency <= 6.500",
964
+ "monetary > 875.000",
965
+ "frequency <= 25.000",
966
+ "time > 49.500"
967
+ ],
968
+ "note": "The Recency - months since last donation is 5. The Frequency - total number of donation is 24. The Monetary - total blood donated in c.c. is 6000. The Time - months since first donation is 79.",
969
+ "rationale": "only for testing"
970
+ },
971
+ {
972
+ "id": 535,
973
+ "label": "Yes",
974
+ "prediction": "Yes",
975
+ "features": {
976
+ "recency": 4.0,
977
+ "frequency": 5.0,
978
+ "monetary": 1250.0,
979
+ "time": 16.0
980
+ },
981
+ "decision_path": [
982
+ "recency <= 6.500",
983
+ "monetary > 875.000",
984
+ "frequency <= 25.000",
985
+ "time <= 49.500"
986
+ ],
987
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 16.",
988
+ "rationale": "only for testing"
989
+ },
990
+ {
991
+ "id": 538,
992
+ "label": "Yes",
993
+ "prediction": "Yes",
994
+ "features": {
995
+ "recency": 2.0,
996
+ "frequency": 8.0,
997
+ "monetary": 2000.0,
998
+ "time": 38.0
999
+ },
1000
+ "decision_path": [
1001
+ "recency <= 6.500",
1002
+ "monetary > 875.000",
1003
+ "frequency <= 25.000",
1004
+ "time <= 49.500"
1005
+ ],
1006
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 38.",
1007
+ "rationale": "only for testing"
1008
+ },
1009
+ {
1010
+ "id": 539,
1011
+ "label": "Yes",
1012
+ "prediction": "No",
1013
+ "features": {
1014
+ "recency": 2.0,
1015
+ "frequency": 2.0,
1016
+ "monetary": 500.0,
1017
+ "time": 4.0
1018
+ },
1019
+ "decision_path": [
1020
+ "recency <= 6.500",
1021
+ "monetary <= 875.000",
1022
+ "time <= 12.500",
1023
+ "monetary > 375.000"
1024
+ ],
1025
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 4.",
1026
+ "rationale": "only for testing"
1027
+ },
1028
+ {
1029
+ "id": 551,
1030
+ "label": "Yes",
1031
+ "prediction": "Yes",
1032
+ "features": {
1033
+ "recency": 2.0,
1034
+ "frequency": 6.0,
1035
+ "monetary": 1500.0,
1036
+ "time": 35.0
1037
+ },
1038
+ "decision_path": [
1039
+ "recency <= 6.500",
1040
+ "monetary > 875.000",
1041
+ "frequency <= 25.000",
1042
+ "time <= 49.500"
1043
+ ],
1044
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 35.",
1045
+ "rationale": "only for testing"
1046
+ },
1047
+ {
1048
+ "id": 556,
1049
+ "label": "No",
1050
+ "prediction": "Yes",
1051
+ "features": {
1052
+ "recency": 5.0,
1053
+ "frequency": 6.0,
1054
+ "monetary": 1500.0,
1055
+ "time": 28.0
1056
+ },
1057
+ "decision_path": [
1058
+ "recency <= 6.500",
1059
+ "monetary > 875.000",
1060
+ "frequency <= 25.000",
1061
+ "time <= 49.500"
1062
+ ],
1063
+ "note": "The Recency - months since last donation is 5. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 28.",
1064
+ "rationale": "only for testing"
1065
+ },
1066
+ {
1067
+ "id": 578,
1068
+ "label": "No",
1069
+ "prediction": "No",
1070
+ "features": {
1071
+ "recency": 11.0,
1072
+ "frequency": 5.0,
1073
+ "monetary": 1250.0,
1074
+ "time": 18.0
1075
+ },
1076
+ "decision_path": [
1077
+ "recency > 6.500",
1078
+ "recency <= 13.500",
1079
+ "time <= 36.000",
1080
+ "time > 16.500"
1081
+ ],
1082
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 18.",
1083
+ "rationale": "only for testing"
1084
+ },
1085
+ {
1086
+ "id": 581,
1087
+ "label": "Yes",
1088
+ "prediction": "No",
1089
+ "features": {
1090
+ "recency": 2.0,
1091
+ "frequency": 1.0,
1092
+ "monetary": 250.0,
1093
+ "time": 2.0
1094
+ },
1095
+ "decision_path": [
1096
+ "recency <= 6.500",
1097
+ "monetary <= 875.000",
1098
+ "time <= 12.500",
1099
+ "monetary <= 375.000"
1100
+ ],
1101
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
1102
+ "rationale": "only for testing"
1103
+ },
1104
+ {
1105
+ "id": 586,
1106
+ "label": "Yes",
1107
+ "prediction": "No",
1108
+ "features": {
1109
+ "recency": 2.0,
1110
+ "frequency": 1.0,
1111
+ "monetary": 250.0,
1112
+ "time": 2.0
1113
+ },
1114
+ "decision_path": [
1115
+ "recency <= 6.500",
1116
+ "monetary <= 875.000",
1117
+ "time <= 12.500",
1118
+ "monetary <= 375.000"
1119
+ ],
1120
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
1121
+ "rationale": "only for testing"
1122
+ },
1123
+ {
1124
+ "id": 602,
1125
+ "label": "No",
1126
+ "prediction": "No",
1127
+ "features": {
1128
+ "recency": 9.0,
1129
+ "frequency": 3.0,
1130
+ "monetary": 750.0,
1131
+ "time": 14.0
1132
+ },
1133
+ "decision_path": [
1134
+ "recency > 6.500",
1135
+ "recency <= 13.500",
1136
+ "time <= 36.000",
1137
+ "time <= 16.500"
1138
+ ],
1139
+ "note": "The Recency - months since last donation is 9. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 14.",
1140
+ "rationale": "only for testing"
1141
+ },
1142
+ {
1143
+ "id": 614,
1144
+ "label": "No",
1145
+ "prediction": "No",
1146
+ "features": {
1147
+ "recency": 4.0,
1148
+ "frequency": 1.0,
1149
+ "monetary": 250.0,
1150
+ "time": 4.0
1151
+ },
1152
+ "decision_path": [
1153
+ "recency <= 6.500",
1154
+ "monetary <= 875.000",
1155
+ "time <= 12.500",
1156
+ "monetary <= 375.000"
1157
+ ],
1158
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 4.",
1159
+ "rationale": "only for testing"
1160
+ },
1161
+ {
1162
+ "id": 616,
1163
+ "label": "No",
1164
+ "prediction": "No",
1165
+ "features": {
1166
+ "recency": 4.0,
1167
+ "frequency": 1.0,
1168
+ "monetary": 250.0,
1169
+ "time": 4.0
1170
+ },
1171
+ "decision_path": [
1172
+ "recency <= 6.500",
1173
+ "monetary <= 875.000",
1174
+ "time <= 12.500",
1175
+ "monetary <= 375.000"
1176
+ ],
1177
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 4.",
1178
+ "rationale": "only for testing"
1179
+ },
1180
+ {
1181
+ "id": 623,
1182
+ "label": "No",
1183
+ "prediction": "No",
1184
+ "features": {
1185
+ "recency": 11.0,
1186
+ "frequency": 6.0,
1187
+ "monetary": 1500.0,
1188
+ "time": 28.0
1189
+ },
1190
+ "decision_path": [
1191
+ "recency > 6.500",
1192
+ "recency <= 13.500",
1193
+ "time <= 36.000",
1194
+ "time > 16.500"
1195
+ ],
1196
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 28.",
1197
+ "rationale": "only for testing"
1198
+ },
1199
+ {
1200
+ "id": 631,
1201
+ "label": "No",
1202
+ "prediction": "No",
1203
+ "features": {
1204
+ "recency": 2.0,
1205
+ "frequency": 2.0,
1206
+ "monetary": 500.0,
1207
+ "time": 22.0
1208
+ },
1209
+ "decision_path": [
1210
+ "recency <= 6.500",
1211
+ "monetary <= 875.000",
1212
+ "time > 12.500",
1213
+ "time <= 24.500"
1214
+ ],
1215
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 22.",
1216
+ "rationale": "only for testing"
1217
+ },
1218
+ {
1219
+ "id": 632,
1220
+ "label": "No",
1221
+ "prediction": "No",
1222
+ "features": {
1223
+ "recency": 6.0,
1224
+ "frequency": 3.0,
1225
+ "monetary": 750.0,
1226
+ "time": 26.0
1227
+ },
1228
+ "decision_path": [
1229
+ "recency <= 6.500",
1230
+ "monetary <= 875.000",
1231
+ "time > 12.500",
1232
+ "time > 24.500"
1233
+ ],
1234
+ "note": "The Recency - months since last donation is 6. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 26.",
1235
+ "rationale": "only for testing"
1236
+ },
1237
+ {
1238
+ "id": 634,
1239
+ "label": "No",
1240
+ "prediction": "No",
1241
+ "features": {
1242
+ "recency": 13.0,
1243
+ "frequency": 3.0,
1244
+ "monetary": 750.0,
1245
+ "time": 16.0
1246
+ },
1247
+ "decision_path": [
1248
+ "recency > 6.500",
1249
+ "recency <= 13.500",
1250
+ "time <= 36.000",
1251
+ "time <= 16.500"
1252
+ ],
1253
+ "note": "The Recency - months since last donation is 13. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 16.",
1254
+ "rationale": "only for testing"
1255
+ },
1256
+ {
1257
+ "id": 640,
1258
+ "label": "Yes",
1259
+ "prediction": "No",
1260
+ "features": {
1261
+ "recency": 11.0,
1262
+ "frequency": 8.0,
1263
+ "monetary": 2000.0,
1264
+ "time": 52.0
1265
+ },
1266
+ "decision_path": [
1267
+ "recency > 6.500",
1268
+ "recency <= 13.500",
1269
+ "time > 36.000",
1270
+ "time > 41.500"
1271
+ ],
1272
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 52.",
1273
+ "rationale": "only for testing"
1274
+ },
1275
+ {
1276
+ "id": 658,
1277
+ "label": "No",
1278
+ "prediction": "No",
1279
+ "features": {
1280
+ "recency": 11.0,
1281
+ "frequency": 3.0,
1282
+ "monetary": 750.0,
1283
+ "time": 26.0
1284
+ },
1285
+ "decision_path": [
1286
+ "recency > 6.500",
1287
+ "recency <= 13.500",
1288
+ "time <= 36.000",
1289
+ "time > 16.500"
1290
+ ],
1291
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 26.",
1292
+ "rationale": "only for testing"
1293
+ },
1294
+ {
1295
+ "id": 672,
1296
+ "label": "No",
1297
+ "prediction": "No",
1298
+ "features": {
1299
+ "recency": 16.0,
1300
+ "frequency": 15.0,
1301
+ "monetary": 3750.0,
1302
+ "time": 87.0
1303
+ },
1304
+ "decision_path": [
1305
+ "recency > 6.500",
1306
+ "recency > 13.500",
1307
+ "time > 50.500",
1308
+ "time > 86.500"
1309
+ ],
1310
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 15. The Monetary - total blood donated in c.c. is 3750. The Time - months since first donation is 87.",
1311
+ "rationale": "only for testing"
1312
+ },
1313
+ {
1314
+ "id": 683,
1315
+ "label": "No",
1316
+ "prediction": "No",
1317
+ "features": {
1318
+ "recency": 11.0,
1319
+ "frequency": 3.0,
1320
+ "monetary": 750.0,
1321
+ "time": 37.0
1322
+ },
1323
+ "decision_path": [
1324
+ "recency > 6.500",
1325
+ "recency <= 13.500",
1326
+ "time > 36.000",
1327
+ "time <= 41.500"
1328
+ ],
1329
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 37.",
1330
+ "rationale": "only for testing"
1331
+ },
1332
+ {
1333
+ "id": 684,
1334
+ "label": "No",
1335
+ "prediction": "No",
1336
+ "features": {
1337
+ "recency": 16.0,
1338
+ "frequency": 4.0,
1339
+ "monetary": 1000.0,
1340
+ "time": 33.0
1341
+ },
1342
+ "decision_path": [
1343
+ "recency > 6.500",
1344
+ "recency > 13.500",
1345
+ "time <= 50.500",
1346
+ "frequency > 1.500"
1347
+ ],
1348
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 33.",
1349
+ "rationale": "only for testing"
1350
+ },
1351
+ {
1352
+ "id": 686,
1353
+ "label": "No",
1354
+ "prediction": "No",
1355
+ "features": {
1356
+ "recency": 13.0,
1357
+ "frequency": 7.0,
1358
+ "monetary": 1750.0,
1359
+ "time": 76.0
1360
+ },
1361
+ "decision_path": [
1362
+ "recency > 6.500",
1363
+ "recency <= 13.500",
1364
+ "time > 36.000",
1365
+ "time > 41.500"
1366
+ ],
1367
+ "note": "The Recency - months since last donation is 13. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 76.",
1368
+ "rationale": "only for testing"
1369
+ },
1370
+ {
1371
+ "id": 695,
1372
+ "label": "Yes",
1373
+ "prediction": "No",
1374
+ "features": {
1375
+ "recency": 17.0,
1376
+ "frequency": 7.0,
1377
+ "monetary": 1750.0,
1378
+ "time": 58.0
1379
+ },
1380
+ "decision_path": [
1381
+ "recency > 6.500",
1382
+ "recency > 13.500",
1383
+ "time > 50.500",
1384
+ "time <= 86.500"
1385
+ ],
1386
+ "note": "The Recency - months since last donation is 17. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 58.",
1387
+ "rationale": "only for testing"
1388
+ },
1389
+ {
1390
+ "id": 710,
1391
+ "label": "No",
1392
+ "prediction": "No",
1393
+ "features": {
1394
+ "recency": 23.0,
1395
+ "frequency": 2.0,
1396
+ "monetary": 500.0,
1397
+ "time": 23.0
1398
+ },
1399
+ "decision_path": [
1400
+ "recency > 6.500",
1401
+ "recency > 13.500",
1402
+ "time <= 50.500",
1403
+ "frequency > 1.500"
1404
+ ],
1405
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 23.",
1406
+ "rationale": "only for testing"
1407
+ },
1408
+ {
1409
+ "id": 743,
1410
+ "label": "No",
1411
+ "prediction": "No",
1412
+ "features": {
1413
+ "recency": 23.0,
1414
+ "frequency": 2.0,
1415
+ "monetary": 500.0,
1416
+ "time": 38.0
1417
+ },
1418
+ "decision_path": [
1419
+ "recency > 6.500",
1420
+ "recency > 13.500",
1421
+ "time <= 50.500",
1422
+ "frequency > 1.500"
1423
+ ],
1424
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 38.",
1425
+ "rationale": "only for testing"
1426
+ }
1427
+ ]
Blood/seed_15/test_correct.json ADDED
@@ -0,0 +1,466 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id":35,
4
+ "recency":2.0,
5
+ "frequency":8.0,
6
+ "monetary":2000.0,
7
+ "time":28.0,
8
+ "label":"Yes"
9
+ },
10
+ {
11
+ "id":42,
12
+ "recency":2.0,
13
+ "frequency":5.0,
14
+ "monetary":1250.0,
15
+ "time":16.0,
16
+ "label":"Yes"
17
+ },
18
+ {
19
+ "id":69,
20
+ "recency":1.0,
21
+ "frequency":9.0,
22
+ "monetary":2250.0,
23
+ "time":51.0,
24
+ "label":"No"
25
+ },
26
+ {
27
+ "id":122,
28
+ "recency":2.0,
29
+ "frequency":6.0,
30
+ "monetary":1500.0,
31
+ "time":41.0,
32
+ "label":"Yes"
33
+ },
34
+ {
35
+ "id":126,
36
+ "recency":4.0,
37
+ "frequency":8.0,
38
+ "monetary":2000.0,
39
+ "time":46.0,
40
+ "label":"Yes"
41
+ },
42
+ {
43
+ "id":149,
44
+ "recency":2.0,
45
+ "frequency":2.0,
46
+ "monetary":500.0,
47
+ "time":11.0,
48
+ "label":"No"
49
+ },
50
+ {
51
+ "id":154,
52
+ "recency":2.0,
53
+ "frequency":1.0,
54
+ "monetary":250.0,
55
+ "time":2.0,
56
+ "label":"No"
57
+ },
58
+ {
59
+ "id":156,
60
+ "recency":2.0,
61
+ "frequency":1.0,
62
+ "monetary":250.0,
63
+ "time":2.0,
64
+ "label":"No"
65
+ },
66
+ {
67
+ "id":157,
68
+ "recency":2.0,
69
+ "frequency":1.0,
70
+ "monetary":250.0,
71
+ "time":2.0,
72
+ "label":"No"
73
+ },
74
+ {
75
+ "id":174,
76
+ "recency":2.0,
77
+ "frequency":1.0,
78
+ "monetary":250.0,
79
+ "time":2.0,
80
+ "label":"No"
81
+ },
82
+ {
83
+ "id":179,
84
+ "recency":2.0,
85
+ "frequency":3.0,
86
+ "monetary":750.0,
87
+ "time":22.0,
88
+ "label":"No"
89
+ },
90
+ {
91
+ "id":184,
92
+ "recency":13.0,
93
+ "frequency":8.0,
94
+ "monetary":2000.0,
95
+ "time":26.0,
96
+ "label":"No"
97
+ },
98
+ {
99
+ "id":191,
100
+ "recency":4.0,
101
+ "frequency":7.0,
102
+ "monetary":1750.0,
103
+ "time":52.0,
104
+ "label":"No"
105
+ },
106
+ {
107
+ "id":198,
108
+ "recency":11.0,
109
+ "frequency":7.0,
110
+ "monetary":1750.0,
111
+ "time":29.0,
112
+ "label":"No"
113
+ },
114
+ {
115
+ "id":203,
116
+ "recency":4.0,
117
+ "frequency":7.0,
118
+ "monetary":1750.0,
119
+ "time":58.0,
120
+ "label":"No"
121
+ },
122
+ {
123
+ "id":228,
124
+ "recency":4.0,
125
+ "frequency":1.0,
126
+ "monetary":250.0,
127
+ "time":4.0,
128
+ "label":"No"
129
+ },
130
+ {
131
+ "id":250,
132
+ "recency":11.0,
133
+ "frequency":2.0,
134
+ "monetary":500.0,
135
+ "time":11.0,
136
+ "label":"No"
137
+ },
138
+ {
139
+ "id":259,
140
+ "recency":12.0,
141
+ "frequency":12.0,
142
+ "monetary":3000.0,
143
+ "time":58.0,
144
+ "label":"No"
145
+ },
146
+ {
147
+ "id":264,
148
+ "recency":4.0,
149
+ "frequency":5.0,
150
+ "monetary":1250.0,
151
+ "time":58.0,
152
+ "label":"No"
153
+ },
154
+ {
155
+ "id":295,
156
+ "recency":2.0,
157
+ "frequency":4.0,
158
+ "monetary":1000.0,
159
+ "time":70.0,
160
+ "label":"No"
161
+ },
162
+ {
163
+ "id":302,
164
+ "recency":14.0,
165
+ "frequency":2.0,
166
+ "monetary":500.0,
167
+ "time":14.0,
168
+ "label":"No"
169
+ },
170
+ {
171
+ "id":324,
172
+ "recency":16.0,
173
+ "frequency":7.0,
174
+ "monetary":1750.0,
175
+ "time":38.0,
176
+ "label":"No"
177
+ },
178
+ {
179
+ "id":344,
180
+ "recency":11.0,
181
+ "frequency":1.0,
182
+ "monetary":250.0,
183
+ "time":11.0,
184
+ "label":"No"
185
+ },
186
+ {
187
+ "id":348,
188
+ "recency":11.0,
189
+ "frequency":1.0,
190
+ "monetary":250.0,
191
+ "time":11.0,
192
+ "label":"No"
193
+ },
194
+ {
195
+ "id":371,
196
+ "recency":14.0,
197
+ "frequency":3.0,
198
+ "monetary":750.0,
199
+ "time":31.0,
200
+ "label":"No"
201
+ },
202
+ {
203
+ "id":374,
204
+ "recency":14.0,
205
+ "frequency":4.0,
206
+ "monetary":1000.0,
207
+ "time":40.0,
208
+ "label":"No"
209
+ },
210
+ {
211
+ "id":378,
212
+ "recency":14.0,
213
+ "frequency":1.0,
214
+ "monetary":250.0,
215
+ "time":14.0,
216
+ "label":"No"
217
+ },
218
+ {
219
+ "id":392,
220
+ "recency":4.0,
221
+ "frequency":2.0,
222
+ "monetary":500.0,
223
+ "time":59.0,
224
+ "label":"No"
225
+ },
226
+ {
227
+ "id":420,
228
+ "recency":21.0,
229
+ "frequency":2.0,
230
+ "monetary":500.0,
231
+ "time":23.0,
232
+ "label":"No"
233
+ },
234
+ {
235
+ "id":423,
236
+ "recency":21.0,
237
+ "frequency":2.0,
238
+ "monetary":500.0,
239
+ "time":23.0,
240
+ "label":"No"
241
+ },
242
+ {
243
+ "id":424,
244
+ "recency":14.0,
245
+ "frequency":4.0,
246
+ "monetary":1000.0,
247
+ "time":57.0,
248
+ "label":"No"
249
+ },
250
+ {
251
+ "id":433,
252
+ "recency":14.0,
253
+ "frequency":4.0,
254
+ "monetary":1000.0,
255
+ "time":64.0,
256
+ "label":"No"
257
+ },
258
+ {
259
+ "id":440,
260
+ "recency":16.0,
261
+ "frequency":3.0,
262
+ "monetary":750.0,
263
+ "time":46.0,
264
+ "label":"No"
265
+ },
266
+ {
267
+ "id":455,
268
+ "recency":21.0,
269
+ "frequency":1.0,
270
+ "monetary":250.0,
271
+ "time":21.0,
272
+ "label":"No"
273
+ },
274
+ {
275
+ "id":461,
276
+ "recency":21.0,
277
+ "frequency":1.0,
278
+ "monetary":250.0,
279
+ "time":21.0,
280
+ "label":"No"
281
+ },
282
+ {
283
+ "id":472,
284
+ "recency":23.0,
285
+ "frequency":3.0,
286
+ "monetary":750.0,
287
+ "time":41.0,
288
+ "label":"No"
289
+ },
290
+ {
291
+ "id":478,
292
+ "recency":23.0,
293
+ "frequency":1.0,
294
+ "monetary":250.0,
295
+ "time":23.0,
296
+ "label":"No"
297
+ },
298
+ {
299
+ "id":493,
300
+ "recency":23.0,
301
+ "frequency":3.0,
302
+ "monetary":750.0,
303
+ "time":89.0,
304
+ "label":"No"
305
+ },
306
+ {
307
+ "id":501,
308
+ "recency":6.0,
309
+ "frequency":22.0,
310
+ "monetary":5500.0,
311
+ "time":28.0,
312
+ "label":"Yes"
313
+ },
314
+ {
315
+ "id":528,
316
+ "recency":5.0,
317
+ "frequency":24.0,
318
+ "monetary":6000.0,
319
+ "time":79.0,
320
+ "label":"No"
321
+ },
322
+ {
323
+ "id":535,
324
+ "recency":4.0,
325
+ "frequency":5.0,
326
+ "monetary":1250.0,
327
+ "time":16.0,
328
+ "label":"Yes"
329
+ },
330
+ {
331
+ "id":538,
332
+ "recency":2.0,
333
+ "frequency":8.0,
334
+ "monetary":2000.0,
335
+ "time":38.0,
336
+ "label":"Yes"
337
+ },
338
+ {
339
+ "id":551,
340
+ "recency":2.0,
341
+ "frequency":6.0,
342
+ "monetary":1500.0,
343
+ "time":35.0,
344
+ "label":"Yes"
345
+ },
346
+ {
347
+ "id":578,
348
+ "recency":11.0,
349
+ "frequency":5.0,
350
+ "monetary":1250.0,
351
+ "time":18.0,
352
+ "label":"No"
353
+ },
354
+ {
355
+ "id":602,
356
+ "recency":9.0,
357
+ "frequency":3.0,
358
+ "monetary":750.0,
359
+ "time":14.0,
360
+ "label":"No"
361
+ },
362
+ {
363
+ "id":614,
364
+ "recency":4.0,
365
+ "frequency":1.0,
366
+ "monetary":250.0,
367
+ "time":4.0,
368
+ "label":"No"
369
+ },
370
+ {
371
+ "id":616,
372
+ "recency":4.0,
373
+ "frequency":1.0,
374
+ "monetary":250.0,
375
+ "time":4.0,
376
+ "label":"No"
377
+ },
378
+ {
379
+ "id":623,
380
+ "recency":11.0,
381
+ "frequency":6.0,
382
+ "monetary":1500.0,
383
+ "time":28.0,
384
+ "label":"No"
385
+ },
386
+ {
387
+ "id":631,
388
+ "recency":2.0,
389
+ "frequency":2.0,
390
+ "monetary":500.0,
391
+ "time":22.0,
392
+ "label":"No"
393
+ },
394
+ {
395
+ "id":632,
396
+ "recency":6.0,
397
+ "frequency":3.0,
398
+ "monetary":750.0,
399
+ "time":26.0,
400
+ "label":"No"
401
+ },
402
+ {
403
+ "id":634,
404
+ "recency":13.0,
405
+ "frequency":3.0,
406
+ "monetary":750.0,
407
+ "time":16.0,
408
+ "label":"No"
409
+ },
410
+ {
411
+ "id":658,
412
+ "recency":11.0,
413
+ "frequency":3.0,
414
+ "monetary":750.0,
415
+ "time":26.0,
416
+ "label":"No"
417
+ },
418
+ {
419
+ "id":672,
420
+ "recency":16.0,
421
+ "frequency":15.0,
422
+ "monetary":3750.0,
423
+ "time":87.0,
424
+ "label":"No"
425
+ },
426
+ {
427
+ "id":683,
428
+ "recency":11.0,
429
+ "frequency":3.0,
430
+ "monetary":750.0,
431
+ "time":37.0,
432
+ "label":"No"
433
+ },
434
+ {
435
+ "id":684,
436
+ "recency":16.0,
437
+ "frequency":4.0,
438
+ "monetary":1000.0,
439
+ "time":33.0,
440
+ "label":"No"
441
+ },
442
+ {
443
+ "id":686,
444
+ "recency":13.0,
445
+ "frequency":7.0,
446
+ "monetary":1750.0,
447
+ "time":76.0,
448
+ "label":"No"
449
+ },
450
+ {
451
+ "id":710,
452
+ "recency":23.0,
453
+ "frequency":2.0,
454
+ "monetary":500.0,
455
+ "time":23.0,
456
+ "label":"No"
457
+ },
458
+ {
459
+ "id":743,
460
+ "recency":23.0,
461
+ "frequency":2.0,
462
+ "monetary":500.0,
463
+ "time":38.0,
464
+ "label":"No"
465
+ }
466
+ ]
Blood/seed_15/train.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_15/train_correct.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_15/tree.txt ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ |--- recency <= 6.50
2
+ | |--- monetary <= 875.00
3
+ | | |--- time <= 12.50
4
+ | | | |--- monetary <= 375.00
5
+ | | | | |--- class: 0
6
+ | | | |--- monetary > 375.00
7
+ | | | | |--- class: 0
8
+ | | |--- time > 12.50
9
+ | | | |--- time <= 24.50
10
+ | | | | |--- class: 0
11
+ | | | |--- time > 24.50
12
+ | | | | |--- class: 0
13
+ | |--- monetary > 875.00
14
+ | | |--- frequency <= 25.00
15
+ | | | |--- time <= 49.50
16
+ | | | | |--- class: 1
17
+ | | | |--- time > 49.50
18
+ | | | | |--- class: 0
19
+ | | |--- frequency > 25.00
20
+ | | | |--- class: 1
21
+ |--- recency > 6.50
22
+ | |--- recency <= 13.50
23
+ | | |--- time <= 36.00
24
+ | | | |--- time <= 16.50
25
+ | | | | |--- class: 0
26
+ | | | |--- time > 16.50
27
+ | | | | |--- class: 0
28
+ | | |--- time > 36.00
29
+ | | | |--- time <= 41.50
30
+ | | | | |--- class: 0
31
+ | | | |--- time > 41.50
32
+ | | | | |--- class: 0
33
+ | |--- recency > 13.50
34
+ | | |--- time <= 50.50
35
+ | | | |--- frequency <= 1.50
36
+ | | | | |--- class: 0
37
+ | | | |--- frequency > 1.50
38
+ | | | | |--- class: 0
39
+ | | |--- time > 50.50
40
+ | | | |--- time <= 86.50
41
+ | | | | |--- class: 0
42
+ | | | |--- time > 86.50
43
+ | | | | |--- class: 0
Blood/seed_15/val.json ADDED
@@ -0,0 +1,602 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id":5,
4
+ "recency":4.0,
5
+ "frequency":4.0,
6
+ "monetary":1000.0,
7
+ "time":4.0,
8
+ "label":"No"
9
+ },
10
+ {
11
+ "id":22,
12
+ "recency":2.0,
13
+ "frequency":6.0,
14
+ "monetary":1500.0,
15
+ "time":16.0,
16
+ "label":"Yes"
17
+ },
18
+ {
19
+ "id":23,
20
+ "recency":2.0,
21
+ "frequency":6.0,
22
+ "monetary":1500.0,
23
+ "time":16.0,
24
+ "label":"Yes"
25
+ },
26
+ {
27
+ "id":31,
28
+ "recency":4.0,
29
+ "frequency":10.0,
30
+ "monetary":2500.0,
31
+ "time":28.0,
32
+ "label":"Yes"
33
+ },
34
+ {
35
+ "id":48,
36
+ "recency":2.0,
37
+ "frequency":2.0,
38
+ "monetary":500.0,
39
+ "time":2.0,
40
+ "label":"No"
41
+ },
42
+ {
43
+ "id":56,
44
+ "recency":4.0,
45
+ "frequency":8.0,
46
+ "monetary":2000.0,
47
+ "time":26.0,
48
+ "label":"Yes"
49
+ },
50
+ {
51
+ "id":68,
52
+ "recency":4.0,
53
+ "frequency":7.0,
54
+ "monetary":1750.0,
55
+ "time":25.0,
56
+ "label":"No"
57
+ },
58
+ {
59
+ "id":75,
60
+ "recency":2.0,
61
+ "frequency":2.0,
62
+ "monetary":500.0,
63
+ "time":4.0,
64
+ "label":"Yes"
65
+ },
66
+ {
67
+ "id":78,
68
+ "recency":2.0,
69
+ "frequency":2.0,
70
+ "monetary":500.0,
71
+ "time":4.0,
72
+ "label":"No"
73
+ },
74
+ {
75
+ "id":84,
76
+ "recency":2.0,
77
+ "frequency":6.0,
78
+ "monetary":1500.0,
79
+ "time":28.0,
80
+ "label":"Yes"
81
+ },
82
+ {
83
+ "id":85,
84
+ "recency":2.0,
85
+ "frequency":6.0,
86
+ "monetary":1500.0,
87
+ "time":28.0,
88
+ "label":"No"
89
+ },
90
+ {
91
+ "id":94,
92
+ "recency":12.0,
93
+ "frequency":11.0,
94
+ "monetary":2750.0,
95
+ "time":23.0,
96
+ "label":"No"
97
+ },
98
+ {
99
+ "id":104,
100
+ "recency":2.0,
101
+ "frequency":5.0,
102
+ "monetary":1250.0,
103
+ "time":26.0,
104
+ "label":"No"
105
+ },
106
+ {
107
+ "id":120,
108
+ "recency":2.0,
109
+ "frequency":3.0,
110
+ "monetary":750.0,
111
+ "time":16.0,
112
+ "label":"Yes"
113
+ },
114
+ {
115
+ "id":130,
116
+ "recency":4.0,
117
+ "frequency":5.0,
118
+ "monetary":1250.0,
119
+ "time":28.0,
120
+ "label":"No"
121
+ },
122
+ {
123
+ "id":140,
124
+ "recency":2.0,
125
+ "frequency":9.0,
126
+ "monetary":2250.0,
127
+ "time":74.0,
128
+ "label":"No"
129
+ },
130
+ {
131
+ "id":147,
132
+ "recency":2.0,
133
+ "frequency":2.0,
134
+ "monetary":500.0,
135
+ "time":11.0,
136
+ "label":"No"
137
+ },
138
+ {
139
+ "id":148,
140
+ "recency":2.0,
141
+ "frequency":2.0,
142
+ "monetary":500.0,
143
+ "time":11.0,
144
+ "label":"Yes"
145
+ },
146
+ {
147
+ "id":159,
148
+ "recency":2.0,
149
+ "frequency":1.0,
150
+ "monetary":250.0,
151
+ "time":2.0,
152
+ "label":"No"
153
+ },
154
+ {
155
+ "id":168,
156
+ "recency":2.0,
157
+ "frequency":1.0,
158
+ "monetary":250.0,
159
+ "time":2.0,
160
+ "label":"No"
161
+ },
162
+ {
163
+ "id":178,
164
+ "recency":4.0,
165
+ "frequency":6.0,
166
+ "monetary":1500.0,
167
+ "time":41.0,
168
+ "label":"Yes"
169
+ },
170
+ {
171
+ "id":188,
172
+ "recency":8.0,
173
+ "frequency":15.0,
174
+ "monetary":3750.0,
175
+ "time":77.0,
176
+ "label":"No"
177
+ },
178
+ {
179
+ "id":217,
180
+ "recency":4.0,
181
+ "frequency":1.0,
182
+ "monetary":250.0,
183
+ "time":4.0,
184
+ "label":"No"
185
+ },
186
+ {
187
+ "id":245,
188
+ "recency":4.0,
189
+ "frequency":5.0,
190
+ "monetary":1250.0,
191
+ "time":46.0,
192
+ "label":"No"
193
+ },
194
+ {
195
+ "id":246,
196
+ "recency":11.0,
197
+ "frequency":12.0,
198
+ "monetary":3000.0,
199
+ "time":58.0,
200
+ "label":"No"
201
+ },
202
+ {
203
+ "id":249,
204
+ "recency":11.0,
205
+ "frequency":2.0,
206
+ "monetary":500.0,
207
+ "time":11.0,
208
+ "label":"No"
209
+ },
210
+ {
211
+ "id":257,
212
+ "recency":11.0,
213
+ "frequency":7.0,
214
+ "monetary":1750.0,
215
+ "time":37.0,
216
+ "label":"No"
217
+ },
218
+ {
219
+ "id":271,
220
+ "recency":16.0,
221
+ "frequency":7.0,
222
+ "monetary":1750.0,
223
+ "time":28.0,
224
+ "label":"No"
225
+ },
226
+ {
227
+ "id":274,
228
+ "recency":4.0,
229
+ "frequency":5.0,
230
+ "monetary":1250.0,
231
+ "time":58.0,
232
+ "label":"No"
233
+ },
234
+ {
235
+ "id":288,
236
+ "recency":14.0,
237
+ "frequency":5.0,
238
+ "monetary":1250.0,
239
+ "time":28.0,
240
+ "label":"Yes"
241
+ },
242
+ {
243
+ "id":290,
244
+ "recency":14.0,
245
+ "frequency":4.0,
246
+ "monetary":1000.0,
247
+ "time":23.0,
248
+ "label":"Yes"
249
+ },
250
+ {
251
+ "id":298,
252
+ "recency":14.0,
253
+ "frequency":2.0,
254
+ "monetary":500.0,
255
+ "time":14.0,
256
+ "label":"No"
257
+ },
258
+ {
259
+ "id":307,
260
+ "recency":11.0,
261
+ "frequency":3.0,
262
+ "monetary":750.0,
263
+ "time":23.0,
264
+ "label":"No"
265
+ },
266
+ {
267
+ "id":315,
268
+ "recency":4.0,
269
+ "frequency":2.0,
270
+ "monetary":500.0,
271
+ "time":29.0,
272
+ "label":"No"
273
+ },
274
+ {
275
+ "id":336,
276
+ "recency":11.0,
277
+ "frequency":3.0,
278
+ "monetary":750.0,
279
+ "time":28.0,
280
+ "label":"No"
281
+ },
282
+ {
283
+ "id":339,
284
+ "recency":9.0,
285
+ "frequency":3.0,
286
+ "monetary":750.0,
287
+ "time":34.0,
288
+ "label":"No"
289
+ },
290
+ {
291
+ "id":342,
292
+ "recency":11.0,
293
+ "frequency":6.0,
294
+ "monetary":1500.0,
295
+ "time":58.0,
296
+ "label":"No"
297
+ },
298
+ {
299
+ "id":351,
300
+ "recency":11.0,
301
+ "frequency":2.0,
302
+ "monetary":500.0,
303
+ "time":21.0,
304
+ "label":"No"
305
+ },
306
+ {
307
+ "id":397,
308
+ "recency":21.0,
309
+ "frequency":3.0,
310
+ "monetary":750.0,
311
+ "time":26.0,
312
+ "label":"No"
313
+ },
314
+ {
315
+ "id":403,
316
+ "recency":16.0,
317
+ "frequency":3.0,
318
+ "monetary":750.0,
319
+ "time":34.0,
320
+ "label":"No"
321
+ },
322
+ {
323
+ "id":405,
324
+ "recency":14.0,
325
+ "frequency":3.0,
326
+ "monetary":750.0,
327
+ "time":41.0,
328
+ "label":"No"
329
+ },
330
+ {
331
+ "id":430,
332
+ "recency":9.0,
333
+ "frequency":2.0,
334
+ "monetary":500.0,
335
+ "time":52.0,
336
+ "label":"No"
337
+ },
338
+ {
339
+ "id":431,
340
+ "recency":9.0,
341
+ "frequency":2.0,
342
+ "monetary":500.0,
343
+ "time":52.0,
344
+ "label":"No"
345
+ },
346
+ {
347
+ "id":444,
348
+ "recency":23.0,
349
+ "frequency":12.0,
350
+ "monetary":3000.0,
351
+ "time":86.0,
352
+ "label":"No"
353
+ },
354
+ {
355
+ "id":446,
356
+ "recency":23.0,
357
+ "frequency":2.0,
358
+ "monetary":500.0,
359
+ "time":26.0,
360
+ "label":"No"
361
+ },
362
+ {
363
+ "id":447,
364
+ "recency":23.0,
365
+ "frequency":2.0,
366
+ "monetary":500.0,
367
+ "time":26.0,
368
+ "label":"No"
369
+ },
370
+ {
371
+ "id":448,
372
+ "recency":23.0,
373
+ "frequency":8.0,
374
+ "monetary":2000.0,
375
+ "time":64.0,
376
+ "label":"No"
377
+ },
378
+ {
379
+ "id":450,
380
+ "recency":23.0,
381
+ "frequency":3.0,
382
+ "monetary":750.0,
383
+ "time":33.0,
384
+ "label":"No"
385
+ },
386
+ {
387
+ "id":462,
388
+ "recency":21.0,
389
+ "frequency":1.0,
390
+ "monetary":250.0,
391
+ "time":21.0,
392
+ "label":"Yes"
393
+ },
394
+ {
395
+ "id":473,
396
+ "recency":14.0,
397
+ "frequency":3.0,
398
+ "monetary":750.0,
399
+ "time":83.0,
400
+ "label":"No"
401
+ },
402
+ {
403
+ "id":477,
404
+ "recency":23.0,
405
+ "frequency":1.0,
406
+ "monetary":250.0,
407
+ "time":23.0,
408
+ "label":"No"
409
+ },
410
+ {
411
+ "id":488,
412
+ "recency":21.0,
413
+ "frequency":2.0,
414
+ "monetary":500.0,
415
+ "time":41.0,
416
+ "label":"No"
417
+ },
418
+ {
419
+ "id":503,
420
+ "recency":2.0,
421
+ "frequency":44.0,
422
+ "monetary":11000.0,
423
+ "time":98.0,
424
+ "label":"No"
425
+ },
426
+ {
427
+ "id":511,
428
+ "recency":2.0,
429
+ "frequency":11.0,
430
+ "monetary":2750.0,
431
+ "time":26.0,
432
+ "label":"No"
433
+ },
434
+ {
435
+ "id":516,
436
+ "recency":3.0,
437
+ "frequency":5.0,
438
+ "monetary":1250.0,
439
+ "time":12.0,
440
+ "label":"Yes"
441
+ },
442
+ {
443
+ "id":540,
444
+ "recency":2.0,
445
+ "frequency":6.0,
446
+ "monetary":1500.0,
447
+ "time":28.0,
448
+ "label":"Yes"
449
+ },
450
+ {
451
+ "id":572,
452
+ "recency":2.0,
453
+ "frequency":2.0,
454
+ "monetary":500.0,
455
+ "time":11.0,
456
+ "label":"Yes"
457
+ },
458
+ {
459
+ "id":573,
460
+ "recency":2.0,
461
+ "frequency":2.0,
462
+ "monetary":500.0,
463
+ "time":11.0,
464
+ "label":"No"
465
+ },
466
+ {
467
+ "id":574,
468
+ "recency":2.0,
469
+ "frequency":2.0,
470
+ "monetary":500.0,
471
+ "time":11.0,
472
+ "label":"Yes"
473
+ },
474
+ {
475
+ "id":579,
476
+ "recency":2.0,
477
+ "frequency":3.0,
478
+ "monetary":750.0,
479
+ "time":21.0,
480
+ "label":"No"
481
+ },
482
+ {
483
+ "id":590,
484
+ "recency":2.0,
485
+ "frequency":1.0,
486
+ "monetary":250.0,
487
+ "time":2.0,
488
+ "label":"No"
489
+ },
490
+ {
491
+ "id":597,
492
+ "recency":4.0,
493
+ "frequency":6.0,
494
+ "monetary":1500.0,
495
+ "time":43.0,
496
+ "label":"No"
497
+ },
498
+ {
499
+ "id":604,
500
+ "recency":4.0,
501
+ "frequency":2.0,
502
+ "monetary":500.0,
503
+ "time":13.0,
504
+ "label":"No"
505
+ },
506
+ {
507
+ "id":612,
508
+ "recency":4.0,
509
+ "frequency":1.0,
510
+ "monetary":250.0,
511
+ "time":4.0,
512
+ "label":"Yes"
513
+ },
514
+ {
515
+ "id":613,
516
+ "recency":4.0,
517
+ "frequency":1.0,
518
+ "monetary":250.0,
519
+ "time":4.0,
520
+ "label":"No"
521
+ },
522
+ {
523
+ "id":629,
524
+ "recency":7.0,
525
+ "frequency":11.0,
526
+ "monetary":2750.0,
527
+ "time":89.0,
528
+ "label":"No"
529
+ },
530
+ {
531
+ "id":642,
532
+ "recency":11.0,
533
+ "frequency":6.0,
534
+ "monetary":1500.0,
535
+ "time":41.0,
536
+ "label":"No"
537
+ },
538
+ {
539
+ "id":647,
540
+ "recency":2.0,
541
+ "frequency":2.0,
542
+ "monetary":500.0,
543
+ "time":33.0,
544
+ "label":"No"
545
+ },
546
+ {
547
+ "id":654,
548
+ "recency":14.0,
549
+ "frequency":3.0,
550
+ "monetary":750.0,
551
+ "time":21.0,
552
+ "label":"No"
553
+ },
554
+ {
555
+ "id":656,
556
+ "recency":4.0,
557
+ "frequency":2.0,
558
+ "monetary":500.0,
559
+ "time":31.0,
560
+ "label":"No"
561
+ },
562
+ {
563
+ "id":680,
564
+ "recency":20.0,
565
+ "frequency":14.0,
566
+ "monetary":3500.0,
567
+ "time":69.0,
568
+ "label":"Yes"
569
+ },
570
+ {
571
+ "id":702,
572
+ "recency":16.0,
573
+ "frequency":1.0,
574
+ "monetary":250.0,
575
+ "time":16.0,
576
+ "label":"No"
577
+ },
578
+ {
579
+ "id":709,
580
+ "recency":21.0,
581
+ "frequency":6.0,
582
+ "monetary":1500.0,
583
+ "time":48.0,
584
+ "label":"No"
585
+ },
586
+ {
587
+ "id":713,
588
+ "recency":16.0,
589
+ "frequency":6.0,
590
+ "monetary":1500.0,
591
+ "time":81.0,
592
+ "label":"No"
593
+ },
594
+ {
595
+ "id":738,
596
+ "recency":23.0,
597
+ "frequency":1.0,
598
+ "monetary":250.0,
599
+ "time":23.0,
600
+ "label":"No"
601
+ }
602
+ ]
Blood/seed_15/val_correct.json ADDED
@@ -0,0 +1,450 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id":22,
4
+ "recency":2.0,
5
+ "frequency":6.0,
6
+ "monetary":1500.0,
7
+ "time":16.0,
8
+ "label":"Yes"
9
+ },
10
+ {
11
+ "id":23,
12
+ "recency":2.0,
13
+ "frequency":6.0,
14
+ "monetary":1500.0,
15
+ "time":16.0,
16
+ "label":"Yes"
17
+ },
18
+ {
19
+ "id":31,
20
+ "recency":4.0,
21
+ "frequency":10.0,
22
+ "monetary":2500.0,
23
+ "time":28.0,
24
+ "label":"Yes"
25
+ },
26
+ {
27
+ "id":48,
28
+ "recency":2.0,
29
+ "frequency":2.0,
30
+ "monetary":500.0,
31
+ "time":2.0,
32
+ "label":"No"
33
+ },
34
+ {
35
+ "id":56,
36
+ "recency":4.0,
37
+ "frequency":8.0,
38
+ "monetary":2000.0,
39
+ "time":26.0,
40
+ "label":"Yes"
41
+ },
42
+ {
43
+ "id":78,
44
+ "recency":2.0,
45
+ "frequency":2.0,
46
+ "monetary":500.0,
47
+ "time":4.0,
48
+ "label":"No"
49
+ },
50
+ {
51
+ "id":84,
52
+ "recency":2.0,
53
+ "frequency":6.0,
54
+ "monetary":1500.0,
55
+ "time":28.0,
56
+ "label":"Yes"
57
+ },
58
+ {
59
+ "id":94,
60
+ "recency":12.0,
61
+ "frequency":11.0,
62
+ "monetary":2750.0,
63
+ "time":23.0,
64
+ "label":"No"
65
+ },
66
+ {
67
+ "id":140,
68
+ "recency":2.0,
69
+ "frequency":9.0,
70
+ "monetary":2250.0,
71
+ "time":74.0,
72
+ "label":"No"
73
+ },
74
+ {
75
+ "id":147,
76
+ "recency":2.0,
77
+ "frequency":2.0,
78
+ "monetary":500.0,
79
+ "time":11.0,
80
+ "label":"No"
81
+ },
82
+ {
83
+ "id":159,
84
+ "recency":2.0,
85
+ "frequency":1.0,
86
+ "monetary":250.0,
87
+ "time":2.0,
88
+ "label":"No"
89
+ },
90
+ {
91
+ "id":168,
92
+ "recency":2.0,
93
+ "frequency":1.0,
94
+ "monetary":250.0,
95
+ "time":2.0,
96
+ "label":"No"
97
+ },
98
+ {
99
+ "id":178,
100
+ "recency":4.0,
101
+ "frequency":6.0,
102
+ "monetary":1500.0,
103
+ "time":41.0,
104
+ "label":"Yes"
105
+ },
106
+ {
107
+ "id":188,
108
+ "recency":8.0,
109
+ "frequency":15.0,
110
+ "monetary":3750.0,
111
+ "time":77.0,
112
+ "label":"No"
113
+ },
114
+ {
115
+ "id":217,
116
+ "recency":4.0,
117
+ "frequency":1.0,
118
+ "monetary":250.0,
119
+ "time":4.0,
120
+ "label":"No"
121
+ },
122
+ {
123
+ "id":246,
124
+ "recency":11.0,
125
+ "frequency":12.0,
126
+ "monetary":3000.0,
127
+ "time":58.0,
128
+ "label":"No"
129
+ },
130
+ {
131
+ "id":249,
132
+ "recency":11.0,
133
+ "frequency":2.0,
134
+ "monetary":500.0,
135
+ "time":11.0,
136
+ "label":"No"
137
+ },
138
+ {
139
+ "id":257,
140
+ "recency":11.0,
141
+ "frequency":7.0,
142
+ "monetary":1750.0,
143
+ "time":37.0,
144
+ "label":"No"
145
+ },
146
+ {
147
+ "id":271,
148
+ "recency":16.0,
149
+ "frequency":7.0,
150
+ "monetary":1750.0,
151
+ "time":28.0,
152
+ "label":"No"
153
+ },
154
+ {
155
+ "id":274,
156
+ "recency":4.0,
157
+ "frequency":5.0,
158
+ "monetary":1250.0,
159
+ "time":58.0,
160
+ "label":"No"
161
+ },
162
+ {
163
+ "id":298,
164
+ "recency":14.0,
165
+ "frequency":2.0,
166
+ "monetary":500.0,
167
+ "time":14.0,
168
+ "label":"No"
169
+ },
170
+ {
171
+ "id":307,
172
+ "recency":11.0,
173
+ "frequency":3.0,
174
+ "monetary":750.0,
175
+ "time":23.0,
176
+ "label":"No"
177
+ },
178
+ {
179
+ "id":315,
180
+ "recency":4.0,
181
+ "frequency":2.0,
182
+ "monetary":500.0,
183
+ "time":29.0,
184
+ "label":"No"
185
+ },
186
+ {
187
+ "id":336,
188
+ "recency":11.0,
189
+ "frequency":3.0,
190
+ "monetary":750.0,
191
+ "time":28.0,
192
+ "label":"No"
193
+ },
194
+ {
195
+ "id":339,
196
+ "recency":9.0,
197
+ "frequency":3.0,
198
+ "monetary":750.0,
199
+ "time":34.0,
200
+ "label":"No"
201
+ },
202
+ {
203
+ "id":342,
204
+ "recency":11.0,
205
+ "frequency":6.0,
206
+ "monetary":1500.0,
207
+ "time":58.0,
208
+ "label":"No"
209
+ },
210
+ {
211
+ "id":351,
212
+ "recency":11.0,
213
+ "frequency":2.0,
214
+ "monetary":500.0,
215
+ "time":21.0,
216
+ "label":"No"
217
+ },
218
+ {
219
+ "id":397,
220
+ "recency":21.0,
221
+ "frequency":3.0,
222
+ "monetary":750.0,
223
+ "time":26.0,
224
+ "label":"No"
225
+ },
226
+ {
227
+ "id":403,
228
+ "recency":16.0,
229
+ "frequency":3.0,
230
+ "monetary":750.0,
231
+ "time":34.0,
232
+ "label":"No"
233
+ },
234
+ {
235
+ "id":405,
236
+ "recency":14.0,
237
+ "frequency":3.0,
238
+ "monetary":750.0,
239
+ "time":41.0,
240
+ "label":"No"
241
+ },
242
+ {
243
+ "id":430,
244
+ "recency":9.0,
245
+ "frequency":2.0,
246
+ "monetary":500.0,
247
+ "time":52.0,
248
+ "label":"No"
249
+ },
250
+ {
251
+ "id":431,
252
+ "recency":9.0,
253
+ "frequency":2.0,
254
+ "monetary":500.0,
255
+ "time":52.0,
256
+ "label":"No"
257
+ },
258
+ {
259
+ "id":444,
260
+ "recency":23.0,
261
+ "frequency":12.0,
262
+ "monetary":3000.0,
263
+ "time":86.0,
264
+ "label":"No"
265
+ },
266
+ {
267
+ "id":446,
268
+ "recency":23.0,
269
+ "frequency":2.0,
270
+ "monetary":500.0,
271
+ "time":26.0,
272
+ "label":"No"
273
+ },
274
+ {
275
+ "id":447,
276
+ "recency":23.0,
277
+ "frequency":2.0,
278
+ "monetary":500.0,
279
+ "time":26.0,
280
+ "label":"No"
281
+ },
282
+ {
283
+ "id":448,
284
+ "recency":23.0,
285
+ "frequency":8.0,
286
+ "monetary":2000.0,
287
+ "time":64.0,
288
+ "label":"No"
289
+ },
290
+ {
291
+ "id":450,
292
+ "recency":23.0,
293
+ "frequency":3.0,
294
+ "monetary":750.0,
295
+ "time":33.0,
296
+ "label":"No"
297
+ },
298
+ {
299
+ "id":473,
300
+ "recency":14.0,
301
+ "frequency":3.0,
302
+ "monetary":750.0,
303
+ "time":83.0,
304
+ "label":"No"
305
+ },
306
+ {
307
+ "id":477,
308
+ "recency":23.0,
309
+ "frequency":1.0,
310
+ "monetary":250.0,
311
+ "time":23.0,
312
+ "label":"No"
313
+ },
314
+ {
315
+ "id":488,
316
+ "recency":21.0,
317
+ "frequency":2.0,
318
+ "monetary":500.0,
319
+ "time":41.0,
320
+ "label":"No"
321
+ },
322
+ {
323
+ "id":516,
324
+ "recency":3.0,
325
+ "frequency":5.0,
326
+ "monetary":1250.0,
327
+ "time":12.0,
328
+ "label":"Yes"
329
+ },
330
+ {
331
+ "id":540,
332
+ "recency":2.0,
333
+ "frequency":6.0,
334
+ "monetary":1500.0,
335
+ "time":28.0,
336
+ "label":"Yes"
337
+ },
338
+ {
339
+ "id":573,
340
+ "recency":2.0,
341
+ "frequency":2.0,
342
+ "monetary":500.0,
343
+ "time":11.0,
344
+ "label":"No"
345
+ },
346
+ {
347
+ "id":579,
348
+ "recency":2.0,
349
+ "frequency":3.0,
350
+ "monetary":750.0,
351
+ "time":21.0,
352
+ "label":"No"
353
+ },
354
+ {
355
+ "id":590,
356
+ "recency":2.0,
357
+ "frequency":1.0,
358
+ "monetary":250.0,
359
+ "time":2.0,
360
+ "label":"No"
361
+ },
362
+ {
363
+ "id":604,
364
+ "recency":4.0,
365
+ "frequency":2.0,
366
+ "monetary":500.0,
367
+ "time":13.0,
368
+ "label":"No"
369
+ },
370
+ {
371
+ "id":613,
372
+ "recency":4.0,
373
+ "frequency":1.0,
374
+ "monetary":250.0,
375
+ "time":4.0,
376
+ "label":"No"
377
+ },
378
+ {
379
+ "id":629,
380
+ "recency":7.0,
381
+ "frequency":11.0,
382
+ "monetary":2750.0,
383
+ "time":89.0,
384
+ "label":"No"
385
+ },
386
+ {
387
+ "id":642,
388
+ "recency":11.0,
389
+ "frequency":6.0,
390
+ "monetary":1500.0,
391
+ "time":41.0,
392
+ "label":"No"
393
+ },
394
+ {
395
+ "id":647,
396
+ "recency":2.0,
397
+ "frequency":2.0,
398
+ "monetary":500.0,
399
+ "time":33.0,
400
+ "label":"No"
401
+ },
402
+ {
403
+ "id":654,
404
+ "recency":14.0,
405
+ "frequency":3.0,
406
+ "monetary":750.0,
407
+ "time":21.0,
408
+ "label":"No"
409
+ },
410
+ {
411
+ "id":656,
412
+ "recency":4.0,
413
+ "frequency":2.0,
414
+ "monetary":500.0,
415
+ "time":31.0,
416
+ "label":"No"
417
+ },
418
+ {
419
+ "id":702,
420
+ "recency":16.0,
421
+ "frequency":1.0,
422
+ "monetary":250.0,
423
+ "time":16.0,
424
+ "label":"No"
425
+ },
426
+ {
427
+ "id":709,
428
+ "recency":21.0,
429
+ "frequency":6.0,
430
+ "monetary":1500.0,
431
+ "time":48.0,
432
+ "label":"No"
433
+ },
434
+ {
435
+ "id":713,
436
+ "recency":16.0,
437
+ "frequency":6.0,
438
+ "monetary":1500.0,
439
+ "time":81.0,
440
+ "label":"No"
441
+ },
442
+ {
443
+ "id":738,
444
+ "recency":23.0,
445
+ "frequency":1.0,
446
+ "monetary":250.0,
447
+ "time":23.0,
448
+ "label":"No"
449
+ }
450
+ ]
Blood/seed_2/metrics.json ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "seed": 2,
3
+ "best_params": {
4
+ "max_depth": 5,
5
+ "min_samples_split": 2,
6
+ "min_samples_leaf": 10,
7
+ "criterion": "gini"
8
+ },
9
+ "train_accuracy": 0.8110367892976589,
10
+ "val_accuracy": 0.8133333333333334,
11
+ "test_accuracy": 0.76,
12
+ "num_train": 598,
13
+ "num_val": 75,
14
+ "num_test": 75,
15
+ "num_train_correct": 485,
16
+ "num_test_correct": 57
17
+ }
Blood/seed_2/rationale/data_with_prompts_train_decision_tree_correct_serialized.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_2/rationale/generated_rationales_train_decision_tree_full_serialized.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_2/rationale_newest/data_with_prompts_train_decision_tree_correct_serialized.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_2/rationale_newest/generated_rationales_train_decision_tree_full_serialized.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_2/test.json ADDED
@@ -0,0 +1,1475 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id": 4,
4
+ "label": "No",
5
+ "prediction": "Yes",
6
+ "features": {
7
+ "recency": 1.0,
8
+ "frequency": 24.0,
9
+ "monetary": 6000.0,
10
+ "time": 77.0
11
+ },
12
+ "decision_path": [
13
+ "recency <= 4.500",
14
+ "frequency > 4.500",
15
+ "time > 44.000",
16
+ "monetary > 2625.000",
17
+ "time <= 77.500"
18
+ ],
19
+ "note": "The Recency - months since last donation is 1. The Frequency - total number of donation is 24. The Monetary - total blood donated in c.c. is 6000. The Time - months since first donation is 77.",
20
+ "rationale": "only for testing"
21
+ },
22
+ {
23
+ "id": 8,
24
+ "label": "Yes",
25
+ "prediction": "No",
26
+ "features": {
27
+ "recency": 2.0,
28
+ "frequency": 9.0,
29
+ "monetary": 2250.0,
30
+ "time": 22.0
31
+ },
32
+ "decision_path": [
33
+ "recency <= 4.500",
34
+ "frequency > 4.500",
35
+ "time <= 44.000",
36
+ "time > 18.500",
37
+ "time <= 27.000"
38
+ ],
39
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 9. The Monetary - total blood donated in c.c. is 2250. The Time - months since first donation is 22.",
40
+ "rationale": "only for testing"
41
+ },
42
+ {
43
+ "id": 33,
44
+ "label": "Yes",
45
+ "prediction": "No",
46
+ "features": {
47
+ "recency": 4.0,
48
+ "frequency": 9.0,
49
+ "monetary": 2250.0,
50
+ "time": 26.0
51
+ },
52
+ "decision_path": [
53
+ "recency <= 4.500",
54
+ "frequency > 4.500",
55
+ "time <= 44.000",
56
+ "time > 18.500",
57
+ "time <= 27.000"
58
+ ],
59
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 9. The Monetary - total blood donated in c.c. is 2250. The Time - months since first donation is 26.",
60
+ "rationale": "only for testing"
61
+ },
62
+ {
63
+ "id": 47,
64
+ "label": "No",
65
+ "prediction": "No",
66
+ "features": {
67
+ "recency": 2.0,
68
+ "frequency": 2.0,
69
+ "monetary": 500.0,
70
+ "time": 2.0
71
+ },
72
+ "decision_path": [
73
+ "recency <= 4.500",
74
+ "frequency <= 4.500",
75
+ "time <= 12.000",
76
+ "time <= 6.500",
77
+ "time <= 2.500"
78
+ ],
79
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 2.",
80
+ "rationale": "only for testing"
81
+ },
82
+ {
83
+ "id": 50,
84
+ "label": "No",
85
+ "prediction": "Yes",
86
+ "features": {
87
+ "recency": 2.0,
88
+ "frequency": 11.0,
89
+ "monetary": 2750.0,
90
+ "time": 46.0
91
+ },
92
+ "decision_path": [
93
+ "recency <= 4.500",
94
+ "frequency > 4.500",
95
+ "time > 44.000",
96
+ "monetary > 2625.000",
97
+ "time <= 77.500"
98
+ ],
99
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 11. The Monetary - total blood donated in c.c. is 2750. The Time - months since first donation is 46.",
100
+ "rationale": "only for testing"
101
+ },
102
+ {
103
+ "id": 54,
104
+ "label": "Yes",
105
+ "prediction": "Yes",
106
+ "features": {
107
+ "recency": 4.0,
108
+ "frequency": 5.0,
109
+ "monetary": 1250.0,
110
+ "time": 14.0
111
+ },
112
+ "decision_path": [
113
+ "recency <= 4.500",
114
+ "frequency > 4.500",
115
+ "time <= 44.000",
116
+ "time <= 18.500"
117
+ ],
118
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 14.",
119
+ "rationale": "only for testing"
120
+ },
121
+ {
122
+ "id": 72,
123
+ "label": "Yes",
124
+ "prediction": "Yes",
125
+ "features": {
126
+ "recency": 4.0,
127
+ "frequency": 17.0,
128
+ "monetary": 4250.0,
129
+ "time": 71.0
130
+ },
131
+ "decision_path": [
132
+ "recency <= 4.500",
133
+ "frequency > 4.500",
134
+ "time > 44.000",
135
+ "monetary > 2625.000",
136
+ "time <= 77.500"
137
+ ],
138
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 17. The Monetary - total blood donated in c.c. is 4250. The Time - months since first donation is 71.",
139
+ "rationale": "only for testing"
140
+ },
141
+ {
142
+ "id": 74,
143
+ "label": "Yes",
144
+ "prediction": "No",
145
+ "features": {
146
+ "recency": 2.0,
147
+ "frequency": 2.0,
148
+ "monetary": 500.0,
149
+ "time": 4.0
150
+ },
151
+ "decision_path": [
152
+ "recency <= 4.500",
153
+ "frequency <= 4.500",
154
+ "time <= 12.000",
155
+ "time <= 6.500",
156
+ "time > 2.500"
157
+ ],
158
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 4.",
159
+ "rationale": "only for testing"
160
+ },
161
+ {
162
+ "id": 78,
163
+ "label": "No",
164
+ "prediction": "No",
165
+ "features": {
166
+ "recency": 2.0,
167
+ "frequency": 2.0,
168
+ "monetary": 500.0,
169
+ "time": 4.0
170
+ },
171
+ "decision_path": [
172
+ "recency <= 4.500",
173
+ "frequency <= 4.500",
174
+ "time <= 12.000",
175
+ "time <= 6.500",
176
+ "time > 2.500"
177
+ ],
178
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 4.",
179
+ "rationale": "only for testing"
180
+ },
181
+ {
182
+ "id": 91,
183
+ "label": "No",
184
+ "prediction": "No",
185
+ "features": {
186
+ "recency": 4.0,
187
+ "frequency": 2.0,
188
+ "monetary": 500.0,
189
+ "time": 4.0
190
+ },
191
+ "decision_path": [
192
+ "recency <= 4.500",
193
+ "frequency <= 4.500",
194
+ "time <= 12.000",
195
+ "time <= 6.500",
196
+ "time > 2.500"
197
+ ],
198
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 4.",
199
+ "rationale": "only for testing"
200
+ },
201
+ {
202
+ "id": 95,
203
+ "label": "No",
204
+ "prediction": "Yes",
205
+ "features": {
206
+ "recency": 4.0,
207
+ "frequency": 7.0,
208
+ "monetary": 1750.0,
209
+ "time": 28.0
210
+ },
211
+ "decision_path": [
212
+ "recency <= 4.500",
213
+ "frequency > 4.500",
214
+ "time <= 44.000",
215
+ "time > 18.500",
216
+ "time > 27.000"
217
+ ],
218
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 28.",
219
+ "rationale": "only for testing"
220
+ },
221
+ {
222
+ "id": 98,
223
+ "label": "Yes",
224
+ "prediction": "No",
225
+ "features": {
226
+ "recency": 4.0,
227
+ "frequency": 4.0,
228
+ "monetary": 1000.0,
229
+ "time": 14.0
230
+ },
231
+ "decision_path": [
232
+ "recency <= 4.500",
233
+ "frequency <= 4.500",
234
+ "time > 12.000",
235
+ "frequency > 3.500"
236
+ ],
237
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 14.",
238
+ "rationale": "only for testing"
239
+ },
240
+ {
241
+ "id": 99,
242
+ "label": "Yes",
243
+ "prediction": "No",
244
+ "features": {
245
+ "recency": 5.0,
246
+ "frequency": 7.0,
247
+ "monetary": 1750.0,
248
+ "time": 26.0
249
+ },
250
+ "decision_path": [
251
+ "recency > 4.500",
252
+ "recency <= 20.500",
253
+ "monetary > 375.000",
254
+ "time > 23.500",
255
+ "time <= 27.500"
256
+ ],
257
+ "note": "The Recency - months since last donation is 5. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 26.",
258
+ "rationale": "only for testing"
259
+ },
260
+ {
261
+ "id": 100,
262
+ "label": "Yes",
263
+ "prediction": "Yes",
264
+ "features": {
265
+ "recency": 4.0,
266
+ "frequency": 8.0,
267
+ "monetary": 2000.0,
268
+ "time": 34.0
269
+ },
270
+ "decision_path": [
271
+ "recency <= 4.500",
272
+ "frequency > 4.500",
273
+ "time <= 44.000",
274
+ "time > 18.500",
275
+ "time > 27.000"
276
+ ],
277
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 34.",
278
+ "rationale": "only for testing"
279
+ },
280
+ {
281
+ "id": 117,
282
+ "label": "No",
283
+ "prediction": "Yes",
284
+ "features": {
285
+ "recency": 4.0,
286
+ "frequency": 11.0,
287
+ "monetary": 2750.0,
288
+ "time": 61.0
289
+ },
290
+ "decision_path": [
291
+ "recency <= 4.500",
292
+ "frequency > 4.500",
293
+ "time > 44.000",
294
+ "monetary > 2625.000",
295
+ "time <= 77.500"
296
+ ],
297
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 11. The Monetary - total blood donated in c.c. is 2750. The Time - months since first donation is 61.",
298
+ "rationale": "only for testing"
299
+ },
300
+ {
301
+ "id": 118,
302
+ "label": "No",
303
+ "prediction": "No",
304
+ "features": {
305
+ "recency": 1.0,
306
+ "frequency": 7.0,
307
+ "monetary": 1750.0,
308
+ "time": 57.0
309
+ },
310
+ "decision_path": [
311
+ "recency <= 4.500",
312
+ "frequency > 4.500",
313
+ "time > 44.000",
314
+ "monetary <= 2625.000",
315
+ "time > 48.500"
316
+ ],
317
+ "note": "The Recency - months since last donation is 1. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 57.",
318
+ "rationale": "only for testing"
319
+ },
320
+ {
321
+ "id": 139,
322
+ "label": "No",
323
+ "prediction": "No",
324
+ "features": {
325
+ "recency": 2.0,
326
+ "frequency": 2.0,
327
+ "monetary": 500.0,
328
+ "time": 11.0
329
+ },
330
+ "decision_path": [
331
+ "recency <= 4.500",
332
+ "frequency <= 4.500",
333
+ "time <= 12.000",
334
+ "time > 6.500"
335
+ ],
336
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 11.",
337
+ "rationale": "only for testing"
338
+ },
339
+ {
340
+ "id": 151,
341
+ "label": "No",
342
+ "prediction": "Yes",
343
+ "features": {
344
+ "recency": 4.0,
345
+ "frequency": 6.0,
346
+ "monetary": 1500.0,
347
+ "time": 39.0
348
+ },
349
+ "decision_path": [
350
+ "recency <= 4.500",
351
+ "frequency > 4.500",
352
+ "time <= 44.000",
353
+ "time > 18.500",
354
+ "time > 27.000"
355
+ ],
356
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 39.",
357
+ "rationale": "only for testing"
358
+ },
359
+ {
360
+ "id": 155,
361
+ "label": "No",
362
+ "prediction": "No",
363
+ "features": {
364
+ "recency": 2.0,
365
+ "frequency": 1.0,
366
+ "monetary": 250.0,
367
+ "time": 2.0
368
+ },
369
+ "decision_path": [
370
+ "recency <= 4.500",
371
+ "frequency <= 4.500",
372
+ "time <= 12.000",
373
+ "time <= 6.500",
374
+ "time <= 2.500"
375
+ ],
376
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
377
+ "rationale": "only for testing"
378
+ },
379
+ {
380
+ "id": 169,
381
+ "label": "No",
382
+ "prediction": "No",
383
+ "features": {
384
+ "recency": 2.0,
385
+ "frequency": 1.0,
386
+ "monetary": 250.0,
387
+ "time": 2.0
388
+ },
389
+ "decision_path": [
390
+ "recency <= 4.500",
391
+ "frequency <= 4.500",
392
+ "time <= 12.000",
393
+ "time <= 6.500",
394
+ "time <= 2.500"
395
+ ],
396
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
397
+ "rationale": "only for testing"
398
+ },
399
+ {
400
+ "id": 176,
401
+ "label": "Yes",
402
+ "prediction": "No",
403
+ "features": {
404
+ "recency": 11.0,
405
+ "frequency": 4.0,
406
+ "monetary": 1000.0,
407
+ "time": 16.0
408
+ },
409
+ "decision_path": [
410
+ "recency > 4.500",
411
+ "recency <= 20.500",
412
+ "monetary > 375.000",
413
+ "time <= 23.500",
414
+ "time <= 18.500"
415
+ ],
416
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 16.",
417
+ "rationale": "only for testing"
418
+ },
419
+ {
420
+ "id": 200,
421
+ "label": "No",
422
+ "prediction": "No",
423
+ "features": {
424
+ "recency": 4.0,
425
+ "frequency": 6.0,
426
+ "monetary": 1500.0,
427
+ "time": 52.0
428
+ },
429
+ "decision_path": [
430
+ "recency <= 4.500",
431
+ "frequency > 4.500",
432
+ "time > 44.000",
433
+ "monetary <= 2625.000",
434
+ "time > 48.500"
435
+ ],
436
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 52.",
437
+ "rationale": "only for testing"
438
+ },
439
+ {
440
+ "id": 203,
441
+ "label": "No",
442
+ "prediction": "No",
443
+ "features": {
444
+ "recency": 4.0,
445
+ "frequency": 7.0,
446
+ "monetary": 1750.0,
447
+ "time": 58.0
448
+ },
449
+ "decision_path": [
450
+ "recency <= 4.500",
451
+ "frequency > 4.500",
452
+ "time > 44.000",
453
+ "monetary <= 2625.000",
454
+ "time > 48.500"
455
+ ],
456
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 58.",
457
+ "rationale": "only for testing"
458
+ },
459
+ {
460
+ "id": 205,
461
+ "label": "No",
462
+ "prediction": "No",
463
+ "features": {
464
+ "recency": 11.0,
465
+ "frequency": 6.0,
466
+ "monetary": 1500.0,
467
+ "time": 26.0
468
+ },
469
+ "decision_path": [
470
+ "recency > 4.500",
471
+ "recency <= 20.500",
472
+ "monetary > 375.000",
473
+ "time > 23.500",
474
+ "time <= 27.500"
475
+ ],
476
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 26.",
477
+ "rationale": "only for testing"
478
+ },
479
+ {
480
+ "id": 240,
481
+ "label": "Yes",
482
+ "prediction": "No",
483
+ "features": {
484
+ "recency": 8.0,
485
+ "frequency": 8.0,
486
+ "monetary": 2000.0,
487
+ "time": 52.0
488
+ },
489
+ "decision_path": [
490
+ "recency > 4.500",
491
+ "recency <= 20.500",
492
+ "monetary > 375.000",
493
+ "time > 23.500",
494
+ "time > 27.500"
495
+ ],
496
+ "note": "The Recency - months since last donation is 8. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 52.",
497
+ "rationale": "only for testing"
498
+ },
499
+ {
500
+ "id": 259,
501
+ "label": "No",
502
+ "prediction": "No",
503
+ "features": {
504
+ "recency": 12.0,
505
+ "frequency": 12.0,
506
+ "monetary": 3000.0,
507
+ "time": 58.0
508
+ },
509
+ "decision_path": [
510
+ "recency > 4.500",
511
+ "recency <= 20.500",
512
+ "monetary > 375.000",
513
+ "time > 23.500",
514
+ "time > 27.500"
515
+ ],
516
+ "note": "The Recency - months since last donation is 12. The Frequency - total number of donation is 12. The Monetary - total blood donated in c.c. is 3000. The Time - months since first donation is 58.",
517
+ "rationale": "only for testing"
518
+ },
519
+ {
520
+ "id": 282,
521
+ "label": "No",
522
+ "prediction": "No",
523
+ "features": {
524
+ "recency": 14.0,
525
+ "frequency": 5.0,
526
+ "monetary": 1250.0,
527
+ "time": 26.0
528
+ },
529
+ "decision_path": [
530
+ "recency > 4.500",
531
+ "recency <= 20.500",
532
+ "monetary > 375.000",
533
+ "time > 23.500",
534
+ "time <= 27.500"
535
+ ],
536
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 26.",
537
+ "rationale": "only for testing"
538
+ },
539
+ {
540
+ "id": 307,
541
+ "label": "No",
542
+ "prediction": "No",
543
+ "features": {
544
+ "recency": 11.0,
545
+ "frequency": 3.0,
546
+ "monetary": 750.0,
547
+ "time": 23.0
548
+ },
549
+ "decision_path": [
550
+ "recency > 4.500",
551
+ "recency <= 20.500",
552
+ "monetary > 375.000",
553
+ "time <= 23.500",
554
+ "time > 18.500"
555
+ ],
556
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 23.",
557
+ "rationale": "only for testing"
558
+ },
559
+ {
560
+ "id": 346,
561
+ "label": "No",
562
+ "prediction": "No",
563
+ "features": {
564
+ "recency": 11.0,
565
+ "frequency": 1.0,
566
+ "monetary": 250.0,
567
+ "time": 11.0
568
+ },
569
+ "decision_path": [
570
+ "recency > 4.500",
571
+ "recency <= 20.500",
572
+ "monetary <= 375.000",
573
+ "time <= 12.500"
574
+ ],
575
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 11.",
576
+ "rationale": "only for testing"
577
+ },
578
+ {
579
+ "id": 363,
580
+ "label": "No",
581
+ "prediction": "No",
582
+ "features": {
583
+ "recency": 21.0,
584
+ "frequency": 13.0,
585
+ "monetary": 3250.0,
586
+ "time": 57.0
587
+ },
588
+ "decision_path": [
589
+ "recency > 4.500",
590
+ "recency > 20.500",
591
+ "time > 27.000"
592
+ ],
593
+ "note": "The Recency - months since last donation is 21. The Frequency - total number of donation is 13. The Monetary - total blood donated in c.c. is 3250. The Time - months since first donation is 57.",
594
+ "rationale": "only for testing"
595
+ },
596
+ {
597
+ "id": 374,
598
+ "label": "No",
599
+ "prediction": "No",
600
+ "features": {
601
+ "recency": 14.0,
602
+ "frequency": 4.0,
603
+ "monetary": 1000.0,
604
+ "time": 40.0
605
+ },
606
+ "decision_path": [
607
+ "recency > 4.500",
608
+ "recency <= 20.500",
609
+ "monetary > 375.000",
610
+ "time > 23.500",
611
+ "time > 27.500"
612
+ ],
613
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 40.",
614
+ "rationale": "only for testing"
615
+ },
616
+ {
617
+ "id": 383,
618
+ "label": "No",
619
+ "prediction": "No",
620
+ "features": {
621
+ "recency": 14.0,
622
+ "frequency": 1.0,
623
+ "monetary": 250.0,
624
+ "time": 14.0
625
+ },
626
+ "decision_path": [
627
+ "recency > 4.500",
628
+ "recency <= 20.500",
629
+ "monetary <= 375.000",
630
+ "time > 12.500"
631
+ ],
632
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 14.",
633
+ "rationale": "only for testing"
634
+ },
635
+ {
636
+ "id": 385,
637
+ "label": "No",
638
+ "prediction": "No",
639
+ "features": {
640
+ "recency": 14.0,
641
+ "frequency": 7.0,
642
+ "monetary": 1750.0,
643
+ "time": 72.0
644
+ },
645
+ "decision_path": [
646
+ "recency > 4.500",
647
+ "recency <= 20.500",
648
+ "monetary > 375.000",
649
+ "time > 23.500",
650
+ "time > 27.500"
651
+ ],
652
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 72.",
653
+ "rationale": "only for testing"
654
+ },
655
+ {
656
+ "id": 401,
657
+ "label": "No",
658
+ "prediction": "No",
659
+ "features": {
660
+ "recency": 23.0,
661
+ "frequency": 5.0,
662
+ "monetary": 1250.0,
663
+ "time": 33.0
664
+ },
665
+ "decision_path": [
666
+ "recency > 4.500",
667
+ "recency > 20.500",
668
+ "time > 27.000"
669
+ ],
670
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 33.",
671
+ "rationale": "only for testing"
672
+ },
673
+ {
674
+ "id": 409,
675
+ "label": "No",
676
+ "prediction": "No",
677
+ "features": {
678
+ "recency": 16.0,
679
+ "frequency": 1.0,
680
+ "monetary": 250.0,
681
+ "time": 16.0
682
+ },
683
+ "decision_path": [
684
+ "recency > 4.500",
685
+ "recency <= 20.500",
686
+ "monetary <= 375.000",
687
+ "time > 12.500"
688
+ ],
689
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 16.",
690
+ "rationale": "only for testing"
691
+ },
692
+ {
693
+ "id": 413,
694
+ "label": "No",
695
+ "prediction": "No",
696
+ "features": {
697
+ "recency": 16.0,
698
+ "frequency": 4.0,
699
+ "monetary": 1000.0,
700
+ "time": 45.0
701
+ },
702
+ "decision_path": [
703
+ "recency > 4.500",
704
+ "recency <= 20.500",
705
+ "monetary > 375.000",
706
+ "time > 23.500",
707
+ "time > 27.500"
708
+ ],
709
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 45.",
710
+ "rationale": "only for testing"
711
+ },
712
+ {
713
+ "id": 422,
714
+ "label": "No",
715
+ "prediction": "No",
716
+ "features": {
717
+ "recency": 21.0,
718
+ "frequency": 2.0,
719
+ "monetary": 500.0,
720
+ "time": 23.0
721
+ },
722
+ "decision_path": [
723
+ "recency > 4.500",
724
+ "recency > 20.500",
725
+ "time <= 27.000",
726
+ "frequency > 1.500"
727
+ ],
728
+ "note": "The Recency - months since last donation is 21. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 23.",
729
+ "rationale": "only for testing"
730
+ },
731
+ {
732
+ "id": 434,
733
+ "label": "No",
734
+ "prediction": "No",
735
+ "features": {
736
+ "recency": 14.0,
737
+ "frequency": 2.0,
738
+ "monetary": 500.0,
739
+ "time": 35.0
740
+ },
741
+ "decision_path": [
742
+ "recency > 4.500",
743
+ "recency <= 20.500",
744
+ "monetary > 375.000",
745
+ "time > 23.500",
746
+ "time > 27.500"
747
+ ],
748
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 35.",
749
+ "rationale": "only for testing"
750
+ },
751
+ {
752
+ "id": 438,
753
+ "label": "No",
754
+ "prediction": "No",
755
+ "features": {
756
+ "recency": 23.0,
757
+ "frequency": 14.0,
758
+ "monetary": 3500.0,
759
+ "time": 93.0
760
+ },
761
+ "decision_path": [
762
+ "recency > 4.500",
763
+ "recency > 20.500",
764
+ "time > 27.000"
765
+ ],
766
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 14. The Monetary - total blood donated in c.c. is 3500. The Time - months since first donation is 93.",
767
+ "rationale": "only for testing"
768
+ },
769
+ {
770
+ "id": 439,
771
+ "label": "No",
772
+ "prediction": "No",
773
+ "features": {
774
+ "recency": 18.0,
775
+ "frequency": 8.0,
776
+ "monetary": 2000.0,
777
+ "time": 95.0
778
+ },
779
+ "decision_path": [
780
+ "recency > 4.500",
781
+ "recency <= 20.500",
782
+ "monetary > 375.000",
783
+ "time > 23.500",
784
+ "time > 27.500"
785
+ ],
786
+ "note": "The Recency - months since last donation is 18. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 95.",
787
+ "rationale": "only for testing"
788
+ },
789
+ {
790
+ "id": 440,
791
+ "label": "No",
792
+ "prediction": "No",
793
+ "features": {
794
+ "recency": 16.0,
795
+ "frequency": 3.0,
796
+ "monetary": 750.0,
797
+ "time": 46.0
798
+ },
799
+ "decision_path": [
800
+ "recency > 4.500",
801
+ "recency <= 20.500",
802
+ "monetary > 375.000",
803
+ "time > 23.500",
804
+ "time > 27.500"
805
+ ],
806
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 46.",
807
+ "rationale": "only for testing"
808
+ },
809
+ {
810
+ "id": 458,
811
+ "label": "No",
812
+ "prediction": "No",
813
+ "features": {
814
+ "recency": 21.0,
815
+ "frequency": 1.0,
816
+ "monetary": 250.0,
817
+ "time": 21.0
818
+ },
819
+ "decision_path": [
820
+ "recency > 4.500",
821
+ "recency > 20.500",
822
+ "time <= 27.000",
823
+ "frequency <= 1.500",
824
+ "recency <= 22.000"
825
+ ],
826
+ "note": "The Recency - months since last donation is 21. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 21.",
827
+ "rationale": "only for testing"
828
+ },
829
+ {
830
+ "id": 467,
831
+ "label": "No",
832
+ "prediction": "No",
833
+ "features": {
834
+ "recency": 21.0,
835
+ "frequency": 4.0,
836
+ "monetary": 1000.0,
837
+ "time": 52.0
838
+ },
839
+ "decision_path": [
840
+ "recency > 4.500",
841
+ "recency > 20.500",
842
+ "time > 27.000"
843
+ ],
844
+ "note": "The Recency - months since last donation is 21. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 52.",
845
+ "rationale": "only for testing"
846
+ },
847
+ {
848
+ "id": 473,
849
+ "label": "No",
850
+ "prediction": "No",
851
+ "features": {
852
+ "recency": 14.0,
853
+ "frequency": 3.0,
854
+ "monetary": 750.0,
855
+ "time": 83.0
856
+ },
857
+ "decision_path": [
858
+ "recency > 4.500",
859
+ "recency <= 20.500",
860
+ "monetary > 375.000",
861
+ "time > 23.500",
862
+ "time > 27.500"
863
+ ],
864
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 83.",
865
+ "rationale": "only for testing"
866
+ },
867
+ {
868
+ "id": 475,
869
+ "label": "Yes",
870
+ "prediction": "No",
871
+ "features": {
872
+ "recency": 26.0,
873
+ "frequency": 5.0,
874
+ "monetary": 1250.0,
875
+ "time": 49.0
876
+ },
877
+ "decision_path": [
878
+ "recency > 4.500",
879
+ "recency > 20.500",
880
+ "time > 27.000"
881
+ ],
882
+ "note": "The Recency - months since last donation is 26. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 49.",
883
+ "rationale": "only for testing"
884
+ },
885
+ {
886
+ "id": 484,
887
+ "label": "No",
888
+ "prediction": "No",
889
+ "features": {
890
+ "recency": 23.0,
891
+ "frequency": 1.0,
892
+ "monetary": 250.0,
893
+ "time": 23.0
894
+ },
895
+ "decision_path": [
896
+ "recency > 4.500",
897
+ "recency > 20.500",
898
+ "time <= 27.000",
899
+ "frequency <= 1.500",
900
+ "recency > 22.000"
901
+ ],
902
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 23.",
903
+ "rationale": "only for testing"
904
+ },
905
+ {
906
+ "id": 509,
907
+ "label": "Yes",
908
+ "prediction": "Yes",
909
+ "features": {
910
+ "recency": 2.0,
911
+ "frequency": 13.0,
912
+ "monetary": 3250.0,
913
+ "time": 32.0
914
+ },
915
+ "decision_path": [
916
+ "recency <= 4.500",
917
+ "frequency > 4.500",
918
+ "time <= 44.000",
919
+ "time > 18.500",
920
+ "time > 27.000"
921
+ ],
922
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 13. The Monetary - total blood donated in c.c. is 3250. The Time - months since first donation is 32.",
923
+ "rationale": "only for testing"
924
+ },
925
+ {
926
+ "id": 510,
927
+ "label": "Yes",
928
+ "prediction": "No",
929
+ "features": {
930
+ "recency": 4.0,
931
+ "frequency": 4.0,
932
+ "monetary": 1000.0,
933
+ "time": 4.0
934
+ },
935
+ "decision_path": [
936
+ "recency <= 4.500",
937
+ "frequency <= 4.500",
938
+ "time <= 12.000",
939
+ "time <= 6.500",
940
+ "time > 2.500"
941
+ ],
942
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 4.",
943
+ "rationale": "only for testing"
944
+ },
945
+ {
946
+ "id": 514,
947
+ "label": "Yes",
948
+ "prediction": "Yes",
949
+ "features": {
950
+ "recency": 4.0,
951
+ "frequency": 16.0,
952
+ "monetary": 4000.0,
953
+ "time": 38.0
954
+ },
955
+ "decision_path": [
956
+ "recency <= 4.500",
957
+ "frequency > 4.500",
958
+ "time <= 44.000",
959
+ "time > 18.500",
960
+ "time > 27.000"
961
+ ],
962
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 16. The Monetary - total blood donated in c.c. is 4000. The Time - months since first donation is 38.",
963
+ "rationale": "only for testing"
964
+ },
965
+ {
966
+ "id": 545,
967
+ "label": "Yes",
968
+ "prediction": "No",
969
+ "features": {
970
+ "recency": 4.0,
971
+ "frequency": 2.0,
972
+ "monetary": 500.0,
973
+ "time": 4.0
974
+ },
975
+ "decision_path": [
976
+ "recency <= 4.500",
977
+ "frequency <= 4.500",
978
+ "time <= 12.000",
979
+ "time <= 6.500",
980
+ "time > 2.500"
981
+ ],
982
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 4.",
983
+ "rationale": "only for testing"
984
+ },
985
+ {
986
+ "id": 582,
987
+ "label": "No",
988
+ "prediction": "No",
989
+ "features": {
990
+ "recency": 2.0,
991
+ "frequency": 1.0,
992
+ "monetary": 250.0,
993
+ "time": 2.0
994
+ },
995
+ "decision_path": [
996
+ "recency <= 4.500",
997
+ "frequency <= 4.500",
998
+ "time <= 12.000",
999
+ "time <= 6.500",
1000
+ "time <= 2.500"
1001
+ ],
1002
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
1003
+ "rationale": "only for testing"
1004
+ },
1005
+ {
1006
+ "id": 585,
1007
+ "label": "No",
1008
+ "prediction": "No",
1009
+ "features": {
1010
+ "recency": 2.0,
1011
+ "frequency": 1.0,
1012
+ "monetary": 250.0,
1013
+ "time": 2.0
1014
+ },
1015
+ "decision_path": [
1016
+ "recency <= 4.500",
1017
+ "frequency <= 4.500",
1018
+ "time <= 12.000",
1019
+ "time <= 6.500",
1020
+ "time <= 2.500"
1021
+ ],
1022
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
1023
+ "rationale": "only for testing"
1024
+ },
1025
+ {
1026
+ "id": 593,
1027
+ "label": "Yes",
1028
+ "prediction": "No",
1029
+ "features": {
1030
+ "recency": 9.0,
1031
+ "frequency": 11.0,
1032
+ "monetary": 2750.0,
1033
+ "time": 49.0
1034
+ },
1035
+ "decision_path": [
1036
+ "recency > 4.500",
1037
+ "recency <= 20.500",
1038
+ "monetary > 375.000",
1039
+ "time > 23.500",
1040
+ "time > 27.500"
1041
+ ],
1042
+ "note": "The Recency - months since last donation is 9. The Frequency - total number of donation is 11. The Monetary - total blood donated in c.c. is 2750. The Time - months since first donation is 49.",
1043
+ "rationale": "only for testing"
1044
+ },
1045
+ {
1046
+ "id": 606,
1047
+ "label": "No",
1048
+ "prediction": "No",
1049
+ "features": {
1050
+ "recency": 2.0,
1051
+ "frequency": 7.0,
1052
+ "monetary": 1750.0,
1053
+ "time": 77.0
1054
+ },
1055
+ "decision_path": [
1056
+ "recency <= 4.500",
1057
+ "frequency > 4.500",
1058
+ "time > 44.000",
1059
+ "monetary <= 2625.000",
1060
+ "time > 48.500"
1061
+ ],
1062
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 77.",
1063
+ "rationale": "only for testing"
1064
+ },
1065
+ {
1066
+ "id": 610,
1067
+ "label": "No",
1068
+ "prediction": "No",
1069
+ "features": {
1070
+ "recency": 4.0,
1071
+ "frequency": 1.0,
1072
+ "monetary": 250.0,
1073
+ "time": 4.0
1074
+ },
1075
+ "decision_path": [
1076
+ "recency <= 4.500",
1077
+ "frequency <= 4.500",
1078
+ "time <= 12.000",
1079
+ "time <= 6.500",
1080
+ "time > 2.500"
1081
+ ],
1082
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 4.",
1083
+ "rationale": "only for testing"
1084
+ },
1085
+ {
1086
+ "id": 620,
1087
+ "label": "No",
1088
+ "prediction": "No",
1089
+ "features": {
1090
+ "recency": 4.0,
1091
+ "frequency": 7.0,
1092
+ "monetary": 1750.0,
1093
+ "time": 62.0
1094
+ },
1095
+ "decision_path": [
1096
+ "recency <= 4.500",
1097
+ "frequency > 4.500",
1098
+ "time > 44.000",
1099
+ "monetary <= 2625.000",
1100
+ "time > 48.500"
1101
+ ],
1102
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 62.",
1103
+ "rationale": "only for testing"
1104
+ },
1105
+ {
1106
+ "id": 623,
1107
+ "label": "No",
1108
+ "prediction": "No",
1109
+ "features": {
1110
+ "recency": 11.0,
1111
+ "frequency": 6.0,
1112
+ "monetary": 1500.0,
1113
+ "time": 28.0
1114
+ },
1115
+ "decision_path": [
1116
+ "recency > 4.500",
1117
+ "recency <= 20.500",
1118
+ "monetary > 375.000",
1119
+ "time > 23.500",
1120
+ "time > 27.500"
1121
+ ],
1122
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 28.",
1123
+ "rationale": "only for testing"
1124
+ },
1125
+ {
1126
+ "id": 626,
1127
+ "label": "No",
1128
+ "prediction": "No",
1129
+ "features": {
1130
+ "recency": 9.0,
1131
+ "frequency": 9.0,
1132
+ "monetary": 2250.0,
1133
+ "time": 54.0
1134
+ },
1135
+ "decision_path": [
1136
+ "recency > 4.500",
1137
+ "recency <= 20.500",
1138
+ "monetary > 375.000",
1139
+ "time > 23.500",
1140
+ "time > 27.500"
1141
+ ],
1142
+ "note": "The Recency - months since last donation is 9. The Frequency - total number of donation is 9. The Monetary - total blood donated in c.c. is 2250. The Time - months since first donation is 54.",
1143
+ "rationale": "only for testing"
1144
+ },
1145
+ {
1146
+ "id": 634,
1147
+ "label": "No",
1148
+ "prediction": "No",
1149
+ "features": {
1150
+ "recency": 13.0,
1151
+ "frequency": 3.0,
1152
+ "monetary": 750.0,
1153
+ "time": 16.0
1154
+ },
1155
+ "decision_path": [
1156
+ "recency > 4.500",
1157
+ "recency <= 20.500",
1158
+ "monetary > 375.000",
1159
+ "time <= 23.500",
1160
+ "time <= 18.500"
1161
+ ],
1162
+ "note": "The Recency - months since last donation is 13. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 16.",
1163
+ "rationale": "only for testing"
1164
+ },
1165
+ {
1166
+ "id": 636,
1167
+ "label": "No",
1168
+ "prediction": "No",
1169
+ "features": {
1170
+ "recency": 4.0,
1171
+ "frequency": 5.0,
1172
+ "monetary": 1250.0,
1173
+ "time": 58.0
1174
+ },
1175
+ "decision_path": [
1176
+ "recency <= 4.500",
1177
+ "frequency > 4.500",
1178
+ "time > 44.000",
1179
+ "monetary <= 2625.000",
1180
+ "time > 48.500"
1181
+ ],
1182
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 58.",
1183
+ "rationale": "only for testing"
1184
+ },
1185
+ {
1186
+ "id": 644,
1187
+ "label": "Yes",
1188
+ "prediction": "No",
1189
+ "features": {
1190
+ "recency": 14.0,
1191
+ "frequency": 2.0,
1192
+ "monetary": 500.0,
1193
+ "time": 14.0
1194
+ },
1195
+ "decision_path": [
1196
+ "recency > 4.500",
1197
+ "recency <= 20.500",
1198
+ "monetary > 375.000",
1199
+ "time <= 23.500",
1200
+ "time <= 18.500"
1201
+ ],
1202
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 14.",
1203
+ "rationale": "only for testing"
1204
+ },
1205
+ {
1206
+ "id": 648,
1207
+ "label": "No",
1208
+ "prediction": "No",
1209
+ "features": {
1210
+ "recency": 11.0,
1211
+ "frequency": 3.0,
1212
+ "monetary": 750.0,
1213
+ "time": 23.0
1214
+ },
1215
+ "decision_path": [
1216
+ "recency > 4.500",
1217
+ "recency <= 20.500",
1218
+ "monetary > 375.000",
1219
+ "time <= 23.500",
1220
+ "time > 18.500"
1221
+ ],
1222
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 23.",
1223
+ "rationale": "only for testing"
1224
+ },
1225
+ {
1226
+ "id": 654,
1227
+ "label": "No",
1228
+ "prediction": "No",
1229
+ "features": {
1230
+ "recency": 14.0,
1231
+ "frequency": 3.0,
1232
+ "monetary": 750.0,
1233
+ "time": 21.0
1234
+ },
1235
+ "decision_path": [
1236
+ "recency > 4.500",
1237
+ "recency <= 20.500",
1238
+ "monetary > 375.000",
1239
+ "time <= 23.500",
1240
+ "time > 18.500"
1241
+ ],
1242
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 21.",
1243
+ "rationale": "only for testing"
1244
+ },
1245
+ {
1246
+ "id": 669,
1247
+ "label": "Yes",
1248
+ "prediction": "No",
1249
+ "features": {
1250
+ "recency": 2.0,
1251
+ "frequency": 3.0,
1252
+ "monetary": 750.0,
1253
+ "time": 75.0
1254
+ },
1255
+ "decision_path": [
1256
+ "recency <= 4.500",
1257
+ "frequency <= 4.500",
1258
+ "time > 12.000",
1259
+ "frequency <= 3.500",
1260
+ "time > 24.500"
1261
+ ],
1262
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 75.",
1263
+ "rationale": "only for testing"
1264
+ },
1265
+ {
1266
+ "id": 670,
1267
+ "label": "No",
1268
+ "prediction": "No",
1269
+ "features": {
1270
+ "recency": 2.0,
1271
+ "frequency": 3.0,
1272
+ "monetary": 750.0,
1273
+ "time": 77.0
1274
+ },
1275
+ "decision_path": [
1276
+ "recency <= 4.500",
1277
+ "frequency <= 4.500",
1278
+ "time > 12.000",
1279
+ "frequency <= 3.500",
1280
+ "time > 24.500"
1281
+ ],
1282
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 77.",
1283
+ "rationale": "only for testing"
1284
+ },
1285
+ {
1286
+ "id": 671,
1287
+ "label": "No",
1288
+ "prediction": "No",
1289
+ "features": {
1290
+ "recency": 16.0,
1291
+ "frequency": 4.0,
1292
+ "monetary": 1000.0,
1293
+ "time": 28.0
1294
+ },
1295
+ "decision_path": [
1296
+ "recency > 4.500",
1297
+ "recency <= 20.500",
1298
+ "monetary > 375.000",
1299
+ "time > 23.500",
1300
+ "time > 27.500"
1301
+ ],
1302
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 28.",
1303
+ "rationale": "only for testing"
1304
+ },
1305
+ {
1306
+ "id": 678,
1307
+ "label": "No",
1308
+ "prediction": "No",
1309
+ "features": {
1310
+ "recency": 11.0,
1311
+ "frequency": 7.0,
1312
+ "monetary": 1750.0,
1313
+ "time": 75.0
1314
+ },
1315
+ "decision_path": [
1316
+ "recency > 4.500",
1317
+ "recency <= 20.500",
1318
+ "monetary > 375.000",
1319
+ "time > 23.500",
1320
+ "time > 27.500"
1321
+ ],
1322
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 75.",
1323
+ "rationale": "only for testing"
1324
+ },
1325
+ {
1326
+ "id": 699,
1327
+ "label": "No",
1328
+ "prediction": "No",
1329
+ "features": {
1330
+ "recency": 21.0,
1331
+ "frequency": 2.0,
1332
+ "monetary": 500.0,
1333
+ "time": 21.0
1334
+ },
1335
+ "decision_path": [
1336
+ "recency > 4.500",
1337
+ "recency > 20.500",
1338
+ "time <= 27.000",
1339
+ "frequency > 1.500"
1340
+ ],
1341
+ "note": "The Recency - months since last donation is 21. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 21.",
1342
+ "rationale": "only for testing"
1343
+ },
1344
+ {
1345
+ "id": 706,
1346
+ "label": "No",
1347
+ "prediction": "No",
1348
+ "features": {
1349
+ "recency": 14.0,
1350
+ "frequency": 2.0,
1351
+ "monetary": 500.0,
1352
+ "time": 29.0
1353
+ },
1354
+ "decision_path": [
1355
+ "recency > 4.500",
1356
+ "recency <= 20.500",
1357
+ "monetary > 375.000",
1358
+ "time > 23.500",
1359
+ "time > 27.500"
1360
+ ],
1361
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 29.",
1362
+ "rationale": "only for testing"
1363
+ },
1364
+ {
1365
+ "id": 710,
1366
+ "label": "No",
1367
+ "prediction": "No",
1368
+ "features": {
1369
+ "recency": 23.0,
1370
+ "frequency": 2.0,
1371
+ "monetary": 500.0,
1372
+ "time": 23.0
1373
+ },
1374
+ "decision_path": [
1375
+ "recency > 4.500",
1376
+ "recency > 20.500",
1377
+ "time <= 27.000",
1378
+ "frequency > 1.500"
1379
+ ],
1380
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 23.",
1381
+ "rationale": "only for testing"
1382
+ },
1383
+ {
1384
+ "id": 711,
1385
+ "label": "No",
1386
+ "prediction": "No",
1387
+ "features": {
1388
+ "recency": 23.0,
1389
+ "frequency": 6.0,
1390
+ "monetary": 1500.0,
1391
+ "time": 45.0
1392
+ },
1393
+ "decision_path": [
1394
+ "recency > 4.500",
1395
+ "recency > 20.500",
1396
+ "time > 27.000"
1397
+ ],
1398
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 45.",
1399
+ "rationale": "only for testing"
1400
+ },
1401
+ {
1402
+ "id": 721,
1403
+ "label": "No",
1404
+ "prediction": "No",
1405
+ "features": {
1406
+ "recency": 23.0,
1407
+ "frequency": 3.0,
1408
+ "monetary": 750.0,
1409
+ "time": 35.0
1410
+ },
1411
+ "decision_path": [
1412
+ "recency > 4.500",
1413
+ "recency > 20.500",
1414
+ "time > 27.000"
1415
+ ],
1416
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 35.",
1417
+ "rationale": "only for testing"
1418
+ },
1419
+ {
1420
+ "id": 726,
1421
+ "label": "No",
1422
+ "prediction": "No",
1423
+ "features": {
1424
+ "recency": 25.0,
1425
+ "frequency": 6.0,
1426
+ "monetary": 1500.0,
1427
+ "time": 50.0
1428
+ },
1429
+ "decision_path": [
1430
+ "recency > 4.500",
1431
+ "recency > 20.500",
1432
+ "time > 27.000"
1433
+ ],
1434
+ "note": "The Recency - months since last donation is 25. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 50.",
1435
+ "rationale": "only for testing"
1436
+ },
1437
+ {
1438
+ "id": 727,
1439
+ "label": "No",
1440
+ "prediction": "No",
1441
+ "features": {
1442
+ "recency": 21.0,
1443
+ "frequency": 1.0,
1444
+ "monetary": 250.0,
1445
+ "time": 21.0
1446
+ },
1447
+ "decision_path": [
1448
+ "recency > 4.500",
1449
+ "recency > 20.500",
1450
+ "time <= 27.000",
1451
+ "frequency <= 1.500",
1452
+ "recency <= 22.000"
1453
+ ],
1454
+ "note": "The Recency - months since last donation is 21. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 21.",
1455
+ "rationale": "only for testing"
1456
+ },
1457
+ {
1458
+ "id": 743,
1459
+ "label": "No",
1460
+ "prediction": "No",
1461
+ "features": {
1462
+ "recency": 23.0,
1463
+ "frequency": 2.0,
1464
+ "monetary": 500.0,
1465
+ "time": 38.0
1466
+ },
1467
+ "decision_path": [
1468
+ "recency > 4.500",
1469
+ "recency > 20.500",
1470
+ "time > 27.000"
1471
+ ],
1472
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 38.",
1473
+ "rationale": "only for testing"
1474
+ }
1475
+ ]
Blood/seed_2/test_correct.json ADDED
@@ -0,0 +1,458 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id":47,
4
+ "recency":2.0,
5
+ "frequency":2.0,
6
+ "monetary":500.0,
7
+ "time":2.0,
8
+ "label":"No"
9
+ },
10
+ {
11
+ "id":54,
12
+ "recency":4.0,
13
+ "frequency":5.0,
14
+ "monetary":1250.0,
15
+ "time":14.0,
16
+ "label":"Yes"
17
+ },
18
+ {
19
+ "id":72,
20
+ "recency":4.0,
21
+ "frequency":17.0,
22
+ "monetary":4250.0,
23
+ "time":71.0,
24
+ "label":"Yes"
25
+ },
26
+ {
27
+ "id":78,
28
+ "recency":2.0,
29
+ "frequency":2.0,
30
+ "monetary":500.0,
31
+ "time":4.0,
32
+ "label":"No"
33
+ },
34
+ {
35
+ "id":91,
36
+ "recency":4.0,
37
+ "frequency":2.0,
38
+ "monetary":500.0,
39
+ "time":4.0,
40
+ "label":"No"
41
+ },
42
+ {
43
+ "id":100,
44
+ "recency":4.0,
45
+ "frequency":8.0,
46
+ "monetary":2000.0,
47
+ "time":34.0,
48
+ "label":"Yes"
49
+ },
50
+ {
51
+ "id":118,
52
+ "recency":1.0,
53
+ "frequency":7.0,
54
+ "monetary":1750.0,
55
+ "time":57.0,
56
+ "label":"No"
57
+ },
58
+ {
59
+ "id":139,
60
+ "recency":2.0,
61
+ "frequency":2.0,
62
+ "monetary":500.0,
63
+ "time":11.0,
64
+ "label":"No"
65
+ },
66
+ {
67
+ "id":155,
68
+ "recency":2.0,
69
+ "frequency":1.0,
70
+ "monetary":250.0,
71
+ "time":2.0,
72
+ "label":"No"
73
+ },
74
+ {
75
+ "id":169,
76
+ "recency":2.0,
77
+ "frequency":1.0,
78
+ "monetary":250.0,
79
+ "time":2.0,
80
+ "label":"No"
81
+ },
82
+ {
83
+ "id":200,
84
+ "recency":4.0,
85
+ "frequency":6.0,
86
+ "monetary":1500.0,
87
+ "time":52.0,
88
+ "label":"No"
89
+ },
90
+ {
91
+ "id":203,
92
+ "recency":4.0,
93
+ "frequency":7.0,
94
+ "monetary":1750.0,
95
+ "time":58.0,
96
+ "label":"No"
97
+ },
98
+ {
99
+ "id":205,
100
+ "recency":11.0,
101
+ "frequency":6.0,
102
+ "monetary":1500.0,
103
+ "time":26.0,
104
+ "label":"No"
105
+ },
106
+ {
107
+ "id":259,
108
+ "recency":12.0,
109
+ "frequency":12.0,
110
+ "monetary":3000.0,
111
+ "time":58.0,
112
+ "label":"No"
113
+ },
114
+ {
115
+ "id":282,
116
+ "recency":14.0,
117
+ "frequency":5.0,
118
+ "monetary":1250.0,
119
+ "time":26.0,
120
+ "label":"No"
121
+ },
122
+ {
123
+ "id":307,
124
+ "recency":11.0,
125
+ "frequency":3.0,
126
+ "monetary":750.0,
127
+ "time":23.0,
128
+ "label":"No"
129
+ },
130
+ {
131
+ "id":346,
132
+ "recency":11.0,
133
+ "frequency":1.0,
134
+ "monetary":250.0,
135
+ "time":11.0,
136
+ "label":"No"
137
+ },
138
+ {
139
+ "id":363,
140
+ "recency":21.0,
141
+ "frequency":13.0,
142
+ "monetary":3250.0,
143
+ "time":57.0,
144
+ "label":"No"
145
+ },
146
+ {
147
+ "id":374,
148
+ "recency":14.0,
149
+ "frequency":4.0,
150
+ "monetary":1000.0,
151
+ "time":40.0,
152
+ "label":"No"
153
+ },
154
+ {
155
+ "id":383,
156
+ "recency":14.0,
157
+ "frequency":1.0,
158
+ "monetary":250.0,
159
+ "time":14.0,
160
+ "label":"No"
161
+ },
162
+ {
163
+ "id":385,
164
+ "recency":14.0,
165
+ "frequency":7.0,
166
+ "monetary":1750.0,
167
+ "time":72.0,
168
+ "label":"No"
169
+ },
170
+ {
171
+ "id":401,
172
+ "recency":23.0,
173
+ "frequency":5.0,
174
+ "monetary":1250.0,
175
+ "time":33.0,
176
+ "label":"No"
177
+ },
178
+ {
179
+ "id":409,
180
+ "recency":16.0,
181
+ "frequency":1.0,
182
+ "monetary":250.0,
183
+ "time":16.0,
184
+ "label":"No"
185
+ },
186
+ {
187
+ "id":413,
188
+ "recency":16.0,
189
+ "frequency":4.0,
190
+ "monetary":1000.0,
191
+ "time":45.0,
192
+ "label":"No"
193
+ },
194
+ {
195
+ "id":422,
196
+ "recency":21.0,
197
+ "frequency":2.0,
198
+ "monetary":500.0,
199
+ "time":23.0,
200
+ "label":"No"
201
+ },
202
+ {
203
+ "id":434,
204
+ "recency":14.0,
205
+ "frequency":2.0,
206
+ "monetary":500.0,
207
+ "time":35.0,
208
+ "label":"No"
209
+ },
210
+ {
211
+ "id":438,
212
+ "recency":23.0,
213
+ "frequency":14.0,
214
+ "monetary":3500.0,
215
+ "time":93.0,
216
+ "label":"No"
217
+ },
218
+ {
219
+ "id":439,
220
+ "recency":18.0,
221
+ "frequency":8.0,
222
+ "monetary":2000.0,
223
+ "time":95.0,
224
+ "label":"No"
225
+ },
226
+ {
227
+ "id":440,
228
+ "recency":16.0,
229
+ "frequency":3.0,
230
+ "monetary":750.0,
231
+ "time":46.0,
232
+ "label":"No"
233
+ },
234
+ {
235
+ "id":458,
236
+ "recency":21.0,
237
+ "frequency":1.0,
238
+ "monetary":250.0,
239
+ "time":21.0,
240
+ "label":"No"
241
+ },
242
+ {
243
+ "id":467,
244
+ "recency":21.0,
245
+ "frequency":4.0,
246
+ "monetary":1000.0,
247
+ "time":52.0,
248
+ "label":"No"
249
+ },
250
+ {
251
+ "id":473,
252
+ "recency":14.0,
253
+ "frequency":3.0,
254
+ "monetary":750.0,
255
+ "time":83.0,
256
+ "label":"No"
257
+ },
258
+ {
259
+ "id":484,
260
+ "recency":23.0,
261
+ "frequency":1.0,
262
+ "monetary":250.0,
263
+ "time":23.0,
264
+ "label":"No"
265
+ },
266
+ {
267
+ "id":509,
268
+ "recency":2.0,
269
+ "frequency":13.0,
270
+ "monetary":3250.0,
271
+ "time":32.0,
272
+ "label":"Yes"
273
+ },
274
+ {
275
+ "id":514,
276
+ "recency":4.0,
277
+ "frequency":16.0,
278
+ "monetary":4000.0,
279
+ "time":38.0,
280
+ "label":"Yes"
281
+ },
282
+ {
283
+ "id":582,
284
+ "recency":2.0,
285
+ "frequency":1.0,
286
+ "monetary":250.0,
287
+ "time":2.0,
288
+ "label":"No"
289
+ },
290
+ {
291
+ "id":585,
292
+ "recency":2.0,
293
+ "frequency":1.0,
294
+ "monetary":250.0,
295
+ "time":2.0,
296
+ "label":"No"
297
+ },
298
+ {
299
+ "id":606,
300
+ "recency":2.0,
301
+ "frequency":7.0,
302
+ "monetary":1750.0,
303
+ "time":77.0,
304
+ "label":"No"
305
+ },
306
+ {
307
+ "id":610,
308
+ "recency":4.0,
309
+ "frequency":1.0,
310
+ "monetary":250.0,
311
+ "time":4.0,
312
+ "label":"No"
313
+ },
314
+ {
315
+ "id":620,
316
+ "recency":4.0,
317
+ "frequency":7.0,
318
+ "monetary":1750.0,
319
+ "time":62.0,
320
+ "label":"No"
321
+ },
322
+ {
323
+ "id":623,
324
+ "recency":11.0,
325
+ "frequency":6.0,
326
+ "monetary":1500.0,
327
+ "time":28.0,
328
+ "label":"No"
329
+ },
330
+ {
331
+ "id":626,
332
+ "recency":9.0,
333
+ "frequency":9.0,
334
+ "monetary":2250.0,
335
+ "time":54.0,
336
+ "label":"No"
337
+ },
338
+ {
339
+ "id":634,
340
+ "recency":13.0,
341
+ "frequency":3.0,
342
+ "monetary":750.0,
343
+ "time":16.0,
344
+ "label":"No"
345
+ },
346
+ {
347
+ "id":636,
348
+ "recency":4.0,
349
+ "frequency":5.0,
350
+ "monetary":1250.0,
351
+ "time":58.0,
352
+ "label":"No"
353
+ },
354
+ {
355
+ "id":648,
356
+ "recency":11.0,
357
+ "frequency":3.0,
358
+ "monetary":750.0,
359
+ "time":23.0,
360
+ "label":"No"
361
+ },
362
+ {
363
+ "id":654,
364
+ "recency":14.0,
365
+ "frequency":3.0,
366
+ "monetary":750.0,
367
+ "time":21.0,
368
+ "label":"No"
369
+ },
370
+ {
371
+ "id":670,
372
+ "recency":2.0,
373
+ "frequency":3.0,
374
+ "monetary":750.0,
375
+ "time":77.0,
376
+ "label":"No"
377
+ },
378
+ {
379
+ "id":671,
380
+ "recency":16.0,
381
+ "frequency":4.0,
382
+ "monetary":1000.0,
383
+ "time":28.0,
384
+ "label":"No"
385
+ },
386
+ {
387
+ "id":678,
388
+ "recency":11.0,
389
+ "frequency":7.0,
390
+ "monetary":1750.0,
391
+ "time":75.0,
392
+ "label":"No"
393
+ },
394
+ {
395
+ "id":699,
396
+ "recency":21.0,
397
+ "frequency":2.0,
398
+ "monetary":500.0,
399
+ "time":21.0,
400
+ "label":"No"
401
+ },
402
+ {
403
+ "id":706,
404
+ "recency":14.0,
405
+ "frequency":2.0,
406
+ "monetary":500.0,
407
+ "time":29.0,
408
+ "label":"No"
409
+ },
410
+ {
411
+ "id":710,
412
+ "recency":23.0,
413
+ "frequency":2.0,
414
+ "monetary":500.0,
415
+ "time":23.0,
416
+ "label":"No"
417
+ },
418
+ {
419
+ "id":711,
420
+ "recency":23.0,
421
+ "frequency":6.0,
422
+ "monetary":1500.0,
423
+ "time":45.0,
424
+ "label":"No"
425
+ },
426
+ {
427
+ "id":721,
428
+ "recency":23.0,
429
+ "frequency":3.0,
430
+ "monetary":750.0,
431
+ "time":35.0,
432
+ "label":"No"
433
+ },
434
+ {
435
+ "id":726,
436
+ "recency":25.0,
437
+ "frequency":6.0,
438
+ "monetary":1500.0,
439
+ "time":50.0,
440
+ "label":"No"
441
+ },
442
+ {
443
+ "id":727,
444
+ "recency":21.0,
445
+ "frequency":1.0,
446
+ "monetary":250.0,
447
+ "time":21.0,
448
+ "label":"No"
449
+ },
450
+ {
451
+ "id":743,
452
+ "recency":23.0,
453
+ "frequency":2.0,
454
+ "monetary":500.0,
455
+ "time":38.0,
456
+ "label":"No"
457
+ }
458
+ ]
Blood/seed_2/train.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_2/train_correct.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_2/tree.txt ADDED
@@ -0,0 +1,67 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ |--- recency <= 4.50
2
+ | |--- frequency <= 4.50
3
+ | | |--- time <= 12.00
4
+ | | | |--- time <= 6.50
5
+ | | | | |--- time <= 2.50
6
+ | | | | | |--- class: 0
7
+ | | | | |--- time > 2.50
8
+ | | | | | |--- class: 0
9
+ | | | |--- time > 6.50
10
+ | | | | |--- class: 0
11
+ | | |--- time > 12.00
12
+ | | | |--- frequency <= 3.50
13
+ | | | | |--- time <= 24.50
14
+ | | | | | |--- class: 0
15
+ | | | | |--- time > 24.50
16
+ | | | | | |--- class: 0
17
+ | | | |--- frequency > 3.50
18
+ | | | | |--- class: 0
19
+ | |--- frequency > 4.50
20
+ | | |--- time <= 44.00
21
+ | | | |--- time <= 18.50
22
+ | | | | |--- class: 1
23
+ | | | |--- time > 18.50
24
+ | | | | |--- time <= 27.00
25
+ | | | | | |--- class: 0
26
+ | | | | |--- time > 27.00
27
+ | | | | | |--- class: 1
28
+ | | |--- time > 44.00
29
+ | | | |--- monetary <= 2625.00
30
+ | | | | |--- time <= 48.50
31
+ | | | | | |--- class: 0
32
+ | | | | |--- time > 48.50
33
+ | | | | | |--- class: 0
34
+ | | | |--- monetary > 2625.00
35
+ | | | | |--- time <= 77.50
36
+ | | | | | |--- class: 1
37
+ | | | | |--- time > 77.50
38
+ | | | | | |--- class: 0
39
+ |--- recency > 4.50
40
+ | |--- recency <= 20.50
41
+ | | |--- monetary <= 375.00
42
+ | | | |--- time <= 12.50
43
+ | | | | |--- class: 0
44
+ | | | |--- time > 12.50
45
+ | | | | |--- class: 0
46
+ | | |--- monetary > 375.00
47
+ | | | |--- time <= 23.50
48
+ | | | | |--- time <= 18.50
49
+ | | | | | |--- class: 0
50
+ | | | | |--- time > 18.50
51
+ | | | | | |--- class: 0
52
+ | | | |--- time > 23.50
53
+ | | | | |--- time <= 27.50
54
+ | | | | | |--- class: 0
55
+ | | | | |--- time > 27.50
56
+ | | | | | |--- class: 0
57
+ | |--- recency > 20.50
58
+ | | |--- time <= 27.00
59
+ | | | |--- frequency <= 1.50
60
+ | | | | |--- recency <= 22.00
61
+ | | | | | |--- class: 0
62
+ | | | | |--- recency > 22.00
63
+ | | | | | |--- class: 0
64
+ | | | |--- frequency > 1.50
65
+ | | | | |--- class: 0
66
+ | | |--- time > 27.00
67
+ | | | |--- class: 0
Blood/seed_2/val.json ADDED
@@ -0,0 +1,602 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id":3,
4
+ "recency":2.0,
5
+ "frequency":20.0,
6
+ "monetary":5000.0,
7
+ "time":45.0,
8
+ "label":"Yes"
9
+ },
10
+ {
11
+ "id":9,
12
+ "recency":5.0,
13
+ "frequency":46.0,
14
+ "monetary":11500.0,
15
+ "time":98.0,
16
+ "label":"Yes"
17
+ },
18
+ {
19
+ "id":16,
20
+ "recency":2.0,
21
+ "frequency":14.0,
22
+ "monetary":3500.0,
23
+ "time":48.0,
24
+ "label":"Yes"
25
+ },
26
+ {
27
+ "id":19,
28
+ "recency":2.0,
29
+ "frequency":3.0,
30
+ "monetary":750.0,
31
+ "time":4.0,
32
+ "label":"Yes"
33
+ },
34
+ {
35
+ "id":44,
36
+ "recency":4.0,
37
+ "frequency":20.0,
38
+ "monetary":5000.0,
39
+ "time":69.0,
40
+ "label":"Yes"
41
+ },
42
+ {
43
+ "id":65,
44
+ "recency":3.0,
45
+ "frequency":16.0,
46
+ "monetary":4000.0,
47
+ "time":74.0,
48
+ "label":"No"
49
+ },
50
+ {
51
+ "id":67,
52
+ "recency":0.0,
53
+ "frequency":2.0,
54
+ "monetary":500.0,
55
+ "time":4.0,
56
+ "label":"No"
57
+ },
58
+ {
59
+ "id":71,
60
+ "recency":2.0,
61
+ "frequency":4.0,
62
+ "monetary":1000.0,
63
+ "time":16.0,
64
+ "label":"No"
65
+ },
66
+ {
67
+ "id":103,
68
+ "recency":2.0,
69
+ "frequency":5.0,
70
+ "monetary":1250.0,
71
+ "time":26.0,
72
+ "label":"No"
73
+ },
74
+ {
75
+ "id":104,
76
+ "recency":2.0,
77
+ "frequency":5.0,
78
+ "monetary":1250.0,
79
+ "time":26.0,
80
+ "label":"No"
81
+ },
82
+ {
83
+ "id":109,
84
+ "recency":2.0,
85
+ "frequency":10.0,
86
+ "monetary":2500.0,
87
+ "time":64.0,
88
+ "label":"No"
89
+ },
90
+ {
91
+ "id":114,
92
+ "recency":2.0,
93
+ "frequency":12.0,
94
+ "monetary":3000.0,
95
+ "time":82.0,
96
+ "label":"No"
97
+ },
98
+ {
99
+ "id":145,
100
+ "recency":4.0,
101
+ "frequency":3.0,
102
+ "monetary":750.0,
103
+ "time":16.0,
104
+ "label":"Yes"
105
+ },
106
+ {
107
+ "id":147,
108
+ "recency":2.0,
109
+ "frequency":2.0,
110
+ "monetary":500.0,
111
+ "time":11.0,
112
+ "label":"No"
113
+ },
114
+ {
115
+ "id":157,
116
+ "recency":2.0,
117
+ "frequency":1.0,
118
+ "monetary":250.0,
119
+ "time":2.0,
120
+ "label":"No"
121
+ },
122
+ {
123
+ "id":168,
124
+ "recency":2.0,
125
+ "frequency":1.0,
126
+ "monetary":250.0,
127
+ "time":2.0,
128
+ "label":"No"
129
+ },
130
+ {
131
+ "id":174,
132
+ "recency":2.0,
133
+ "frequency":1.0,
134
+ "monetary":250.0,
135
+ "time":2.0,
136
+ "label":"No"
137
+ },
138
+ {
139
+ "id":196,
140
+ "recency":9.0,
141
+ "frequency":8.0,
142
+ "monetary":2000.0,
143
+ "time":38.0,
144
+ "label":"Yes"
145
+ },
146
+ {
147
+ "id":204,
148
+ "recency":11.0,
149
+ "frequency":9.0,
150
+ "monetary":2250.0,
151
+ "time":38.0,
152
+ "label":"No"
153
+ },
154
+ {
155
+ "id":212,
156
+ "recency":4.0,
157
+ "frequency":1.0,
158
+ "monetary":250.0,
159
+ "time":4.0,
160
+ "label":"No"
161
+ },
162
+ {
163
+ "id":219,
164
+ "recency":4.0,
165
+ "frequency":1.0,
166
+ "monetary":250.0,
167
+ "time":4.0,
168
+ "label":"No"
169
+ },
170
+ {
171
+ "id":228,
172
+ "recency":4.0,
173
+ "frequency":1.0,
174
+ "monetary":250.0,
175
+ "time":4.0,
176
+ "label":"No"
177
+ },
178
+ {
179
+ "id":234,
180
+ "recency":14.0,
181
+ "frequency":7.0,
182
+ "monetary":1750.0,
183
+ "time":26.0,
184
+ "label":"No"
185
+ },
186
+ {
187
+ "id":235,
188
+ "recency":8.0,
189
+ "frequency":10.0,
190
+ "monetary":2500.0,
191
+ "time":63.0,
192
+ "label":"No"
193
+ },
194
+ {
195
+ "id":247,
196
+ "recency":7.0,
197
+ "frequency":12.0,
198
+ "monetary":3000.0,
199
+ "time":86.0,
200
+ "label":"No"
201
+ },
202
+ {
203
+ "id":271,
204
+ "recency":16.0,
205
+ "frequency":7.0,
206
+ "monetary":1750.0,
207
+ "time":28.0,
208
+ "label":"No"
209
+ },
210
+ {
211
+ "id":294,
212
+ "recency":11.0,
213
+ "frequency":5.0,
214
+ "monetary":1250.0,
215
+ "time":35.0,
216
+ "label":"No"
217
+ },
218
+ {
219
+ "id":301,
220
+ "recency":14.0,
221
+ "frequency":2.0,
222
+ "monetary":500.0,
223
+ "time":14.0,
224
+ "label":"No"
225
+ },
226
+ {
227
+ "id":308,
228
+ "recency":16.0,
229
+ "frequency":4.0,
230
+ "monetary":1000.0,
231
+ "time":23.0,
232
+ "label":"No"
233
+ },
234
+ {
235
+ "id":311,
236
+ "recency":11.0,
237
+ "frequency":2.0,
238
+ "monetary":500.0,
239
+ "time":16.0,
240
+ "label":"No"
241
+ },
242
+ {
243
+ "id":319,
244
+ "recency":11.0,
245
+ "frequency":5.0,
246
+ "monetary":1250.0,
247
+ "time":41.0,
248
+ "label":"No"
249
+ },
250
+ {
251
+ "id":327,
252
+ "recency":14.0,
253
+ "frequency":16.0,
254
+ "monetary":4000.0,
255
+ "time":98.0,
256
+ "label":"No"
257
+ },
258
+ {
259
+ "id":336,
260
+ "recency":11.0,
261
+ "frequency":3.0,
262
+ "monetary":750.0,
263
+ "time":28.0,
264
+ "label":"No"
265
+ },
266
+ {
267
+ "id":347,
268
+ "recency":11.0,
269
+ "frequency":1.0,
270
+ "monetary":250.0,
271
+ "time":11.0,
272
+ "label":"No"
273
+ },
274
+ {
275
+ "id":358,
276
+ "recency":9.0,
277
+ "frequency":2.0,
278
+ "monetary":500.0,
279
+ "time":26.0,
280
+ "label":"No"
281
+ },
282
+ {
283
+ "id":416,
284
+ "recency":16.0,
285
+ "frequency":1.0,
286
+ "monetary":250.0,
287
+ "time":16.0,
288
+ "label":"No"
289
+ },
290
+ {
291
+ "id":425,
292
+ "recency":16.0,
293
+ "frequency":5.0,
294
+ "monetary":1250.0,
295
+ "time":60.0,
296
+ "label":"No"
297
+ },
298
+ {
299
+ "id":430,
300
+ "recency":9.0,
301
+ "frequency":2.0,
302
+ "monetary":500.0,
303
+ "time":52.0,
304
+ "label":"No"
305
+ },
306
+ {
307
+ "id":441,
308
+ "recency":11.0,
309
+ "frequency":3.0,
310
+ "monetary":750.0,
311
+ "time":76.0,
312
+ "label":"No"
313
+ },
314
+ {
315
+ "id":462,
316
+ "recency":21.0,
317
+ "frequency":1.0,
318
+ "monetary":250.0,
319
+ "time":21.0,
320
+ "label":"Yes"
321
+ },
322
+ {
323
+ "id":468,
324
+ "recency":22.0,
325
+ "frequency":1.0,
326
+ "monetary":250.0,
327
+ "time":22.0,
328
+ "label":"Yes"
329
+ },
330
+ {
331
+ "id":477,
332
+ "recency":23.0,
333
+ "frequency":1.0,
334
+ "monetary":250.0,
335
+ "time":23.0,
336
+ "label":"No"
337
+ },
338
+ {
339
+ "id":478,
340
+ "recency":23.0,
341
+ "frequency":1.0,
342
+ "monetary":250.0,
343
+ "time":23.0,
344
+ "label":"No"
345
+ },
346
+ {
347
+ "id":504,
348
+ "recency":0.0,
349
+ "frequency":26.0,
350
+ "monetary":6500.0,
351
+ "time":76.0,
352
+ "label":"Yes"
353
+ },
354
+ {
355
+ "id":512,
356
+ "recency":2.0,
357
+ "frequency":11.0,
358
+ "monetary":2750.0,
359
+ "time":28.0,
360
+ "label":"No"
361
+ },
362
+ {
363
+ "id":518,
364
+ "recency":3.0,
365
+ "frequency":10.0,
366
+ "monetary":2500.0,
367
+ "time":33.0,
368
+ "label":"Yes"
369
+ },
370
+ {
371
+ "id":522,
372
+ "recency":4.0,
373
+ "frequency":13.0,
374
+ "monetary":3250.0,
375
+ "time":39.0,
376
+ "label":"Yes"
377
+ },
378
+ {
379
+ "id":526,
380
+ "recency":2.0,
381
+ "frequency":5.0,
382
+ "monetary":1250.0,
383
+ "time":16.0,
384
+ "label":"Yes"
385
+ },
386
+ {
387
+ "id":532,
388
+ "recency":4.0,
389
+ "frequency":8.0,
390
+ "monetary":2000.0,
391
+ "time":28.0,
392
+ "label":"No"
393
+ },
394
+ {
395
+ "id":539,
396
+ "recency":2.0,
397
+ "frequency":2.0,
398
+ "monetary":500.0,
399
+ "time":4.0,
400
+ "label":"Yes"
401
+ },
402
+ {
403
+ "id":540,
404
+ "recency":2.0,
405
+ "frequency":6.0,
406
+ "monetary":1500.0,
407
+ "time":28.0,
408
+ "label":"Yes"
409
+ },
410
+ {
411
+ "id":551,
412
+ "recency":2.0,
413
+ "frequency":6.0,
414
+ "monetary":1500.0,
415
+ "time":35.0,
416
+ "label":"Yes"
417
+ },
418
+ {
419
+ "id":554,
420
+ "recency":2.0,
421
+ "frequency":4.0,
422
+ "monetary":1000.0,
423
+ "time":23.0,
424
+ "label":"No"
425
+ },
426
+ {
427
+ "id":555,
428
+ "recency":4.0,
429
+ "frequency":4.0,
430
+ "monetary":1000.0,
431
+ "time":18.0,
432
+ "label":"No"
433
+ },
434
+ {
435
+ "id":557,
436
+ "recency":4.0,
437
+ "frequency":6.0,
438
+ "monetary":1500.0,
439
+ "time":30.0,
440
+ "label":"No"
441
+ },
442
+ {
443
+ "id":559,
444
+ "recency":3.0,
445
+ "frequency":8.0,
446
+ "monetary":2000.0,
447
+ "time":50.0,
448
+ "label":"No"
449
+ },
450
+ {
451
+ "id":572,
452
+ "recency":2.0,
453
+ "frequency":2.0,
454
+ "monetary":500.0,
455
+ "time":11.0,
456
+ "label":"Yes"
457
+ },
458
+ {
459
+ "id":597,
460
+ "recency":4.0,
461
+ "frequency":6.0,
462
+ "monetary":1500.0,
463
+ "time":43.0,
464
+ "label":"No"
465
+ },
466
+ {
467
+ "id":598,
468
+ "recency":2.0,
469
+ "frequency":3.0,
470
+ "monetary":750.0,
471
+ "time":24.0,
472
+ "label":"No"
473
+ },
474
+ {
475
+ "id":612,
476
+ "recency":4.0,
477
+ "frequency":1.0,
478
+ "monetary":250.0,
479
+ "time":4.0,
480
+ "label":"Yes"
481
+ },
482
+ {
483
+ "id":615,
484
+ "recency":4.0,
485
+ "frequency":1.0,
486
+ "monetary":250.0,
487
+ "time":4.0,
488
+ "label":"No"
489
+ },
490
+ {
491
+ "id":629,
492
+ "recency":7.0,
493
+ "frequency":11.0,
494
+ "monetary":2750.0,
495
+ "time":89.0,
496
+ "label":"No"
497
+ },
498
+ {
499
+ "id":645,
500
+ "recency":14.0,
501
+ "frequency":2.0,
502
+ "monetary":500.0,
503
+ "time":14.0,
504
+ "label":"No"
505
+ },
506
+ {
507
+ "id":646,
508
+ "recency":14.0,
509
+ "frequency":2.0,
510
+ "monetary":500.0,
511
+ "time":14.0,
512
+ "label":"No"
513
+ },
514
+ {
515
+ "id":651,
516
+ "recency":16.0,
517
+ "frequency":5.0,
518
+ "monetary":1250.0,
519
+ "time":27.0,
520
+ "label":"No"
521
+ },
522
+ {
523
+ "id":656,
524
+ "recency":4.0,
525
+ "frequency":2.0,
526
+ "monetary":500.0,
527
+ "time":31.0,
528
+ "label":"No"
529
+ },
530
+ {
531
+ "id":664,
532
+ "recency":11.0,
533
+ "frequency":1.0,
534
+ "monetary":250.0,
535
+ "time":11.0,
536
+ "label":"No"
537
+ },
538
+ {
539
+ "id":679,
540
+ "recency":14.0,
541
+ "frequency":3.0,
542
+ "monetary":750.0,
543
+ "time":28.0,
544
+ "label":"No"
545
+ },
546
+ {
547
+ "id":689,
548
+ "recency":14.0,
549
+ "frequency":1.0,
550
+ "monetary":250.0,
551
+ "time":14.0,
552
+ "label":"No"
553
+ },
554
+ {
555
+ "id":702,
556
+ "recency":16.0,
557
+ "frequency":1.0,
558
+ "monetary":250.0,
559
+ "time":16.0,
560
+ "label":"No"
561
+ },
562
+ {
563
+ "id":707,
564
+ "recency":11.0,
565
+ "frequency":4.0,
566
+ "monetary":1000.0,
567
+ "time":74.0,
568
+ "label":"No"
569
+ },
570
+ {
571
+ "id":722,
572
+ "recency":21.0,
573
+ "frequency":3.0,
574
+ "monetary":750.0,
575
+ "time":40.0,
576
+ "label":"No"
577
+ },
578
+ {
579
+ "id":742,
580
+ "recency":16.0,
581
+ "frequency":3.0,
582
+ "monetary":750.0,
583
+ "time":86.0,
584
+ "label":"No"
585
+ },
586
+ {
587
+ "id":745,
588
+ "recency":23.0,
589
+ "frequency":3.0,
590
+ "monetary":750.0,
591
+ "time":62.0,
592
+ "label":"No"
593
+ },
594
+ {
595
+ "id":747,
596
+ "recency":72.0,
597
+ "frequency":1.0,
598
+ "monetary":250.0,
599
+ "time":72.0,
600
+ "label":"No"
601
+ }
602
+ ]
Blood/seed_2/val_correct.json ADDED
@@ -0,0 +1,490 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id":3,
4
+ "recency":2.0,
5
+ "frequency":20.0,
6
+ "monetary":5000.0,
7
+ "time":45.0,
8
+ "label":"Yes"
9
+ },
10
+ {
11
+ "id":16,
12
+ "recency":2.0,
13
+ "frequency":14.0,
14
+ "monetary":3500.0,
15
+ "time":48.0,
16
+ "label":"Yes"
17
+ },
18
+ {
19
+ "id":44,
20
+ "recency":4.0,
21
+ "frequency":20.0,
22
+ "monetary":5000.0,
23
+ "time":69.0,
24
+ "label":"Yes"
25
+ },
26
+ {
27
+ "id":67,
28
+ "recency":0.0,
29
+ "frequency":2.0,
30
+ "monetary":500.0,
31
+ "time":4.0,
32
+ "label":"No"
33
+ },
34
+ {
35
+ "id":71,
36
+ "recency":2.0,
37
+ "frequency":4.0,
38
+ "monetary":1000.0,
39
+ "time":16.0,
40
+ "label":"No"
41
+ },
42
+ {
43
+ "id":103,
44
+ "recency":2.0,
45
+ "frequency":5.0,
46
+ "monetary":1250.0,
47
+ "time":26.0,
48
+ "label":"No"
49
+ },
50
+ {
51
+ "id":104,
52
+ "recency":2.0,
53
+ "frequency":5.0,
54
+ "monetary":1250.0,
55
+ "time":26.0,
56
+ "label":"No"
57
+ },
58
+ {
59
+ "id":109,
60
+ "recency":2.0,
61
+ "frequency":10.0,
62
+ "monetary":2500.0,
63
+ "time":64.0,
64
+ "label":"No"
65
+ },
66
+ {
67
+ "id":114,
68
+ "recency":2.0,
69
+ "frequency":12.0,
70
+ "monetary":3000.0,
71
+ "time":82.0,
72
+ "label":"No"
73
+ },
74
+ {
75
+ "id":147,
76
+ "recency":2.0,
77
+ "frequency":2.0,
78
+ "monetary":500.0,
79
+ "time":11.0,
80
+ "label":"No"
81
+ },
82
+ {
83
+ "id":157,
84
+ "recency":2.0,
85
+ "frequency":1.0,
86
+ "monetary":250.0,
87
+ "time":2.0,
88
+ "label":"No"
89
+ },
90
+ {
91
+ "id":168,
92
+ "recency":2.0,
93
+ "frequency":1.0,
94
+ "monetary":250.0,
95
+ "time":2.0,
96
+ "label":"No"
97
+ },
98
+ {
99
+ "id":174,
100
+ "recency":2.0,
101
+ "frequency":1.0,
102
+ "monetary":250.0,
103
+ "time":2.0,
104
+ "label":"No"
105
+ },
106
+ {
107
+ "id":204,
108
+ "recency":11.0,
109
+ "frequency":9.0,
110
+ "monetary":2250.0,
111
+ "time":38.0,
112
+ "label":"No"
113
+ },
114
+ {
115
+ "id":212,
116
+ "recency":4.0,
117
+ "frequency":1.0,
118
+ "monetary":250.0,
119
+ "time":4.0,
120
+ "label":"No"
121
+ },
122
+ {
123
+ "id":219,
124
+ "recency":4.0,
125
+ "frequency":1.0,
126
+ "monetary":250.0,
127
+ "time":4.0,
128
+ "label":"No"
129
+ },
130
+ {
131
+ "id":228,
132
+ "recency":4.0,
133
+ "frequency":1.0,
134
+ "monetary":250.0,
135
+ "time":4.0,
136
+ "label":"No"
137
+ },
138
+ {
139
+ "id":234,
140
+ "recency":14.0,
141
+ "frequency":7.0,
142
+ "monetary":1750.0,
143
+ "time":26.0,
144
+ "label":"No"
145
+ },
146
+ {
147
+ "id":235,
148
+ "recency":8.0,
149
+ "frequency":10.0,
150
+ "monetary":2500.0,
151
+ "time":63.0,
152
+ "label":"No"
153
+ },
154
+ {
155
+ "id":247,
156
+ "recency":7.0,
157
+ "frequency":12.0,
158
+ "monetary":3000.0,
159
+ "time":86.0,
160
+ "label":"No"
161
+ },
162
+ {
163
+ "id":271,
164
+ "recency":16.0,
165
+ "frequency":7.0,
166
+ "monetary":1750.0,
167
+ "time":28.0,
168
+ "label":"No"
169
+ },
170
+ {
171
+ "id":294,
172
+ "recency":11.0,
173
+ "frequency":5.0,
174
+ "monetary":1250.0,
175
+ "time":35.0,
176
+ "label":"No"
177
+ },
178
+ {
179
+ "id":301,
180
+ "recency":14.0,
181
+ "frequency":2.0,
182
+ "monetary":500.0,
183
+ "time":14.0,
184
+ "label":"No"
185
+ },
186
+ {
187
+ "id":308,
188
+ "recency":16.0,
189
+ "frequency":4.0,
190
+ "monetary":1000.0,
191
+ "time":23.0,
192
+ "label":"No"
193
+ },
194
+ {
195
+ "id":311,
196
+ "recency":11.0,
197
+ "frequency":2.0,
198
+ "monetary":500.0,
199
+ "time":16.0,
200
+ "label":"No"
201
+ },
202
+ {
203
+ "id":319,
204
+ "recency":11.0,
205
+ "frequency":5.0,
206
+ "monetary":1250.0,
207
+ "time":41.0,
208
+ "label":"No"
209
+ },
210
+ {
211
+ "id":327,
212
+ "recency":14.0,
213
+ "frequency":16.0,
214
+ "monetary":4000.0,
215
+ "time":98.0,
216
+ "label":"No"
217
+ },
218
+ {
219
+ "id":336,
220
+ "recency":11.0,
221
+ "frequency":3.0,
222
+ "monetary":750.0,
223
+ "time":28.0,
224
+ "label":"No"
225
+ },
226
+ {
227
+ "id":347,
228
+ "recency":11.0,
229
+ "frequency":1.0,
230
+ "monetary":250.0,
231
+ "time":11.0,
232
+ "label":"No"
233
+ },
234
+ {
235
+ "id":358,
236
+ "recency":9.0,
237
+ "frequency":2.0,
238
+ "monetary":500.0,
239
+ "time":26.0,
240
+ "label":"No"
241
+ },
242
+ {
243
+ "id":416,
244
+ "recency":16.0,
245
+ "frequency":1.0,
246
+ "monetary":250.0,
247
+ "time":16.0,
248
+ "label":"No"
249
+ },
250
+ {
251
+ "id":425,
252
+ "recency":16.0,
253
+ "frequency":5.0,
254
+ "monetary":1250.0,
255
+ "time":60.0,
256
+ "label":"No"
257
+ },
258
+ {
259
+ "id":430,
260
+ "recency":9.0,
261
+ "frequency":2.0,
262
+ "monetary":500.0,
263
+ "time":52.0,
264
+ "label":"No"
265
+ },
266
+ {
267
+ "id":441,
268
+ "recency":11.0,
269
+ "frequency":3.0,
270
+ "monetary":750.0,
271
+ "time":76.0,
272
+ "label":"No"
273
+ },
274
+ {
275
+ "id":477,
276
+ "recency":23.0,
277
+ "frequency":1.0,
278
+ "monetary":250.0,
279
+ "time":23.0,
280
+ "label":"No"
281
+ },
282
+ {
283
+ "id":478,
284
+ "recency":23.0,
285
+ "frequency":1.0,
286
+ "monetary":250.0,
287
+ "time":23.0,
288
+ "label":"No"
289
+ },
290
+ {
291
+ "id":504,
292
+ "recency":0.0,
293
+ "frequency":26.0,
294
+ "monetary":6500.0,
295
+ "time":76.0,
296
+ "label":"Yes"
297
+ },
298
+ {
299
+ "id":518,
300
+ "recency":3.0,
301
+ "frequency":10.0,
302
+ "monetary":2500.0,
303
+ "time":33.0,
304
+ "label":"Yes"
305
+ },
306
+ {
307
+ "id":522,
308
+ "recency":4.0,
309
+ "frequency":13.0,
310
+ "monetary":3250.0,
311
+ "time":39.0,
312
+ "label":"Yes"
313
+ },
314
+ {
315
+ "id":526,
316
+ "recency":2.0,
317
+ "frequency":5.0,
318
+ "monetary":1250.0,
319
+ "time":16.0,
320
+ "label":"Yes"
321
+ },
322
+ {
323
+ "id":540,
324
+ "recency":2.0,
325
+ "frequency":6.0,
326
+ "monetary":1500.0,
327
+ "time":28.0,
328
+ "label":"Yes"
329
+ },
330
+ {
331
+ "id":551,
332
+ "recency":2.0,
333
+ "frequency":6.0,
334
+ "monetary":1500.0,
335
+ "time":35.0,
336
+ "label":"Yes"
337
+ },
338
+ {
339
+ "id":554,
340
+ "recency":2.0,
341
+ "frequency":4.0,
342
+ "monetary":1000.0,
343
+ "time":23.0,
344
+ "label":"No"
345
+ },
346
+ {
347
+ "id":555,
348
+ "recency":4.0,
349
+ "frequency":4.0,
350
+ "monetary":1000.0,
351
+ "time":18.0,
352
+ "label":"No"
353
+ },
354
+ {
355
+ "id":559,
356
+ "recency":3.0,
357
+ "frequency":8.0,
358
+ "monetary":2000.0,
359
+ "time":50.0,
360
+ "label":"No"
361
+ },
362
+ {
363
+ "id":598,
364
+ "recency":2.0,
365
+ "frequency":3.0,
366
+ "monetary":750.0,
367
+ "time":24.0,
368
+ "label":"No"
369
+ },
370
+ {
371
+ "id":615,
372
+ "recency":4.0,
373
+ "frequency":1.0,
374
+ "monetary":250.0,
375
+ "time":4.0,
376
+ "label":"No"
377
+ },
378
+ {
379
+ "id":629,
380
+ "recency":7.0,
381
+ "frequency":11.0,
382
+ "monetary":2750.0,
383
+ "time":89.0,
384
+ "label":"No"
385
+ },
386
+ {
387
+ "id":645,
388
+ "recency":14.0,
389
+ "frequency":2.0,
390
+ "monetary":500.0,
391
+ "time":14.0,
392
+ "label":"No"
393
+ },
394
+ {
395
+ "id":646,
396
+ "recency":14.0,
397
+ "frequency":2.0,
398
+ "monetary":500.0,
399
+ "time":14.0,
400
+ "label":"No"
401
+ },
402
+ {
403
+ "id":651,
404
+ "recency":16.0,
405
+ "frequency":5.0,
406
+ "monetary":1250.0,
407
+ "time":27.0,
408
+ "label":"No"
409
+ },
410
+ {
411
+ "id":656,
412
+ "recency":4.0,
413
+ "frequency":2.0,
414
+ "monetary":500.0,
415
+ "time":31.0,
416
+ "label":"No"
417
+ },
418
+ {
419
+ "id":664,
420
+ "recency":11.0,
421
+ "frequency":1.0,
422
+ "monetary":250.0,
423
+ "time":11.0,
424
+ "label":"No"
425
+ },
426
+ {
427
+ "id":679,
428
+ "recency":14.0,
429
+ "frequency":3.0,
430
+ "monetary":750.0,
431
+ "time":28.0,
432
+ "label":"No"
433
+ },
434
+ {
435
+ "id":689,
436
+ "recency":14.0,
437
+ "frequency":1.0,
438
+ "monetary":250.0,
439
+ "time":14.0,
440
+ "label":"No"
441
+ },
442
+ {
443
+ "id":702,
444
+ "recency":16.0,
445
+ "frequency":1.0,
446
+ "monetary":250.0,
447
+ "time":16.0,
448
+ "label":"No"
449
+ },
450
+ {
451
+ "id":707,
452
+ "recency":11.0,
453
+ "frequency":4.0,
454
+ "monetary":1000.0,
455
+ "time":74.0,
456
+ "label":"No"
457
+ },
458
+ {
459
+ "id":722,
460
+ "recency":21.0,
461
+ "frequency":3.0,
462
+ "monetary":750.0,
463
+ "time":40.0,
464
+ "label":"No"
465
+ },
466
+ {
467
+ "id":742,
468
+ "recency":16.0,
469
+ "frequency":3.0,
470
+ "monetary":750.0,
471
+ "time":86.0,
472
+ "label":"No"
473
+ },
474
+ {
475
+ "id":745,
476
+ "recency":23.0,
477
+ "frequency":3.0,
478
+ "monetary":750.0,
479
+ "time":62.0,
480
+ "label":"No"
481
+ },
482
+ {
483
+ "id":747,
484
+ "recency":72.0,
485
+ "frequency":1.0,
486
+ "monetary":250.0,
487
+ "time":72.0,
488
+ "label":"No"
489
+ }
490
+ ]
Blood/seed_4/metrics.json ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "seed": 4,
3
+ "best_params": {
4
+ "max_depth": 6,
5
+ "min_samples_split": 2,
6
+ "min_samples_leaf": 5,
7
+ "criterion": "entropy"
8
+ },
9
+ "train_accuracy": 0.8210702341137124,
10
+ "val_accuracy": 0.84,
11
+ "test_accuracy": 0.76,
12
+ "num_train": 598,
13
+ "num_val": 75,
14
+ "num_test": 75,
15
+ "num_train_correct": 491,
16
+ "num_test_correct": 57
17
+ }
Blood/seed_4/rationale/data_with_prompts_train_decision_tree_correct_serialized.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_4/rationale/generated_rationales_train_decision_tree_full_serialized.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_4/rationale_newest/data_with_prompts_train_decision_tree_correct_serialized.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_4/rationale_newest/generated_rationales_train_decision_tree_full_serialized.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_4/test.json ADDED
@@ -0,0 +1,1526 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id": 4,
4
+ "label": "No",
5
+ "prediction": "Yes",
6
+ "features": {
7
+ "recency": 1.0,
8
+ "frequency": 24.0,
9
+ "monetary": 6000.0,
10
+ "time": 77.0
11
+ },
12
+ "decision_path": [
13
+ "recency <= 6.500",
14
+ "monetary > 1125.000",
15
+ "time > 42.500",
16
+ "frequency > 11.500",
17
+ "monetary <= 6250.000",
18
+ "time <= 77.500"
19
+ ],
20
+ "note": "The Recency - months since last donation is 1. The Frequency - total number of donation is 24. The Monetary - total blood donated in c.c. is 6000. The Time - months since first donation is 77.",
21
+ "rationale": "only for testing"
22
+ },
23
+ {
24
+ "id": 9,
25
+ "label": "Yes",
26
+ "prediction": "Yes",
27
+ "features": {
28
+ "recency": 5.0,
29
+ "frequency": 46.0,
30
+ "monetary": 11500.0,
31
+ "time": 98.0
32
+ },
33
+ "decision_path": [
34
+ "recency <= 6.500",
35
+ "monetary > 1125.000",
36
+ "time > 42.500",
37
+ "frequency > 11.500",
38
+ "monetary > 6250.000"
39
+ ],
40
+ "note": "The Recency - months since last donation is 5. The Frequency - total number of donation is 46. The Monetary - total blood donated in c.c. is 11500. The Time - months since first donation is 98.",
41
+ "rationale": "only for testing"
42
+ },
43
+ {
44
+ "id": 14,
45
+ "label": "Yes",
46
+ "prediction": "Yes",
47
+ "features": {
48
+ "recency": 2.0,
49
+ "frequency": 6.0,
50
+ "monetary": 1500.0,
51
+ "time": 15.0
52
+ },
53
+ "decision_path": [
54
+ "recency <= 6.500",
55
+ "monetary > 1125.000",
56
+ "time <= 42.500",
57
+ "time <= 15.500"
58
+ ],
59
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 15.",
60
+ "rationale": "only for testing"
61
+ },
62
+ {
63
+ "id": 26,
64
+ "label": "No",
65
+ "prediction": "Yes",
66
+ "features": {
67
+ "recency": 4.0,
68
+ "frequency": 6.0,
69
+ "monetary": 1500.0,
70
+ "time": 14.0
71
+ },
72
+ "decision_path": [
73
+ "recency <= 6.500",
74
+ "monetary > 1125.000",
75
+ "time <= 42.500",
76
+ "time <= 15.500"
77
+ ],
78
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 14.",
79
+ "rationale": "only for testing"
80
+ },
81
+ {
82
+ "id": 37,
83
+ "label": "Yes",
84
+ "prediction": "Yes",
85
+ "features": {
86
+ "recency": 4.0,
87
+ "frequency": 6.0,
88
+ "monetary": 1500.0,
89
+ "time": 16.0
90
+ },
91
+ "decision_path": [
92
+ "recency <= 6.500",
93
+ "monetary > 1125.000",
94
+ "time <= 42.500",
95
+ "time > 15.500",
96
+ "frequency <= 6.500",
97
+ "time <= 18.500"
98
+ ],
99
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 16.",
100
+ "rationale": "only for testing"
101
+ },
102
+ {
103
+ "id": 46,
104
+ "label": "No",
105
+ "prediction": "Yes",
106
+ "features": {
107
+ "recency": 2.0,
108
+ "frequency": 9.0,
109
+ "monetary": 2250.0,
110
+ "time": 36.0
111
+ },
112
+ "decision_path": [
113
+ "recency <= 6.500",
114
+ "monetary > 1125.000",
115
+ "time <= 42.500",
116
+ "time > 15.500",
117
+ "frequency > 6.500",
118
+ "time > 30.500"
119
+ ],
120
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 9. The Monetary - total blood donated in c.c. is 2250. The Time - months since first donation is 36.",
121
+ "rationale": "only for testing"
122
+ },
123
+ {
124
+ "id": 51,
125
+ "label": "Yes",
126
+ "prediction": "Yes",
127
+ "features": {
128
+ "recency": 2.0,
129
+ "frequency": 11.0,
130
+ "monetary": 2750.0,
131
+ "time": 46.0
132
+ },
133
+ "decision_path": [
134
+ "recency <= 6.500",
135
+ "monetary > 1125.000",
136
+ "time > 42.500",
137
+ "frequency <= 11.500",
138
+ "time <= 48.500",
139
+ "monetary > 1625.000"
140
+ ],
141
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 11. The Monetary - total blood donated in c.c. is 2750. The Time - months since first donation is 46.",
142
+ "rationale": "only for testing"
143
+ },
144
+ {
145
+ "id": 70,
146
+ "label": "No",
147
+ "prediction": "No",
148
+ "features": {
149
+ "recency": 2.0,
150
+ "frequency": 4.0,
151
+ "monetary": 1000.0,
152
+ "time": 16.0
153
+ },
154
+ "decision_path": [
155
+ "recency <= 6.500",
156
+ "monetary <= 1125.000",
157
+ "time > 2.500",
158
+ "time <= 17.000",
159
+ "recency <= 3.500",
160
+ "time > 12.500"
161
+ ],
162
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 16.",
163
+ "rationale": "only for testing"
164
+ },
165
+ {
166
+ "id": 80,
167
+ "label": "Yes",
168
+ "prediction": "No",
169
+ "features": {
170
+ "recency": 4.0,
171
+ "frequency": 6.0,
172
+ "monetary": 1500.0,
173
+ "time": 23.0
174
+ },
175
+ "decision_path": [
176
+ "recency <= 6.500",
177
+ "monetary > 1125.000",
178
+ "time <= 42.500",
179
+ "time > 15.500",
180
+ "frequency <= 6.500",
181
+ "time > 18.500"
182
+ ],
183
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 23.",
184
+ "rationale": "only for testing"
185
+ },
186
+ {
187
+ "id": 86,
188
+ "label": "No",
189
+ "prediction": "No",
190
+ "features": {
191
+ "recency": 4.0,
192
+ "frequency": 2.0,
193
+ "monetary": 500.0,
194
+ "time": 4.0
195
+ },
196
+ "decision_path": [
197
+ "recency <= 6.500",
198
+ "monetary <= 1125.000",
199
+ "time > 2.500",
200
+ "time <= 17.000",
201
+ "recency > 3.500",
202
+ "monetary > 375.000"
203
+ ],
204
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 4.",
205
+ "rationale": "only for testing"
206
+ },
207
+ {
208
+ "id": 98,
209
+ "label": "Yes",
210
+ "prediction": "No",
211
+ "features": {
212
+ "recency": 4.0,
213
+ "frequency": 4.0,
214
+ "monetary": 1000.0,
215
+ "time": 14.0
216
+ },
217
+ "decision_path": [
218
+ "recency <= 6.500",
219
+ "monetary <= 1125.000",
220
+ "time > 2.500",
221
+ "time <= 17.000",
222
+ "recency > 3.500",
223
+ "monetary > 375.000"
224
+ ],
225
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 14.",
226
+ "rationale": "only for testing"
227
+ },
228
+ {
229
+ "id": 106,
230
+ "label": "No",
231
+ "prediction": "No",
232
+ "features": {
233
+ "recency": 0.0,
234
+ "frequency": 8.0,
235
+ "monetary": 2000.0,
236
+ "time": 59.0
237
+ },
238
+ "decision_path": [
239
+ "recency <= 6.500",
240
+ "monetary > 1125.000",
241
+ "time > 42.500",
242
+ "frequency <= 11.500",
243
+ "time > 48.500",
244
+ "time > 57.500"
245
+ ],
246
+ "note": "The Recency - months since last donation is 0. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 59.",
247
+ "rationale": "only for testing"
248
+ },
249
+ {
250
+ "id": 112,
251
+ "label": "No",
252
+ "prediction": "No",
253
+ "features": {
254
+ "recency": 4.0,
255
+ "frequency": 5.0,
256
+ "monetary": 1250.0,
257
+ "time": 23.0
258
+ },
259
+ "decision_path": [
260
+ "recency <= 6.500",
261
+ "monetary > 1125.000",
262
+ "time <= 42.500",
263
+ "time > 15.500",
264
+ "frequency <= 6.500",
265
+ "time > 18.500"
266
+ ],
267
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 23.",
268
+ "rationale": "only for testing"
269
+ },
270
+ {
271
+ "id": 114,
272
+ "label": "No",
273
+ "prediction": "No",
274
+ "features": {
275
+ "recency": 2.0,
276
+ "frequency": 12.0,
277
+ "monetary": 3000.0,
278
+ "time": 82.0
279
+ },
280
+ "decision_path": [
281
+ "recency <= 6.500",
282
+ "monetary > 1125.000",
283
+ "time > 42.500",
284
+ "frequency > 11.500",
285
+ "monetary <= 6250.000",
286
+ "time > 77.500"
287
+ ],
288
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 12. The Monetary - total blood donated in c.c. is 3000. The Time - months since first donation is 82.",
289
+ "rationale": "only for testing"
290
+ },
291
+ {
292
+ "id": 123,
293
+ "label": "Yes",
294
+ "prediction": "No",
295
+ "features": {
296
+ "recency": 2.0,
297
+ "frequency": 5.0,
298
+ "monetary": 1250.0,
299
+ "time": 33.0
300
+ },
301
+ "decision_path": [
302
+ "recency <= 6.500",
303
+ "monetary > 1125.000",
304
+ "time <= 42.500",
305
+ "time > 15.500",
306
+ "frequency <= 6.500",
307
+ "time > 18.500"
308
+ ],
309
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 33.",
310
+ "rationale": "only for testing"
311
+ },
312
+ {
313
+ "id": 131,
314
+ "label": "No",
315
+ "prediction": "No",
316
+ "features": {
317
+ "recency": 2.0,
318
+ "frequency": 12.0,
319
+ "monetary": 3000.0,
320
+ "time": 95.0
321
+ },
322
+ "decision_path": [
323
+ "recency <= 6.500",
324
+ "monetary > 1125.000",
325
+ "time > 42.500",
326
+ "frequency > 11.500",
327
+ "monetary <= 6250.000",
328
+ "time > 77.500"
329
+ ],
330
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 12. The Monetary - total blood donated in c.c. is 3000. The Time - months since first donation is 95.",
331
+ "rationale": "only for testing"
332
+ },
333
+ {
334
+ "id": 144,
335
+ "label": "Yes",
336
+ "prediction": "No",
337
+ "features": {
338
+ "recency": 4.0,
339
+ "frequency": 2.0,
340
+ "monetary": 500.0,
341
+ "time": 9.0
342
+ },
343
+ "decision_path": [
344
+ "recency <= 6.500",
345
+ "monetary <= 1125.000",
346
+ "time > 2.500",
347
+ "time <= 17.000",
348
+ "recency > 3.500",
349
+ "monetary > 375.000"
350
+ ],
351
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 9.",
352
+ "rationale": "only for testing"
353
+ },
354
+ {
355
+ "id": 155,
356
+ "label": "No",
357
+ "prediction": "No",
358
+ "features": {
359
+ "recency": 2.0,
360
+ "frequency": 1.0,
361
+ "monetary": 250.0,
362
+ "time": 2.0
363
+ },
364
+ "decision_path": [
365
+ "recency <= 6.500",
366
+ "monetary <= 1125.000",
367
+ "time <= 2.500"
368
+ ],
369
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
370
+ "rationale": "only for testing"
371
+ },
372
+ {
373
+ "id": 167,
374
+ "label": "No",
375
+ "prediction": "No",
376
+ "features": {
377
+ "recency": 2.0,
378
+ "frequency": 1.0,
379
+ "monetary": 250.0,
380
+ "time": 2.0
381
+ },
382
+ "decision_path": [
383
+ "recency <= 6.500",
384
+ "monetary <= 1125.000",
385
+ "time <= 2.500"
386
+ ],
387
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
388
+ "rationale": "only for testing"
389
+ },
390
+ {
391
+ "id": 201,
392
+ "label": "No",
393
+ "prediction": "No",
394
+ "features": {
395
+ "recency": 4.0,
396
+ "frequency": 7.0,
397
+ "monetary": 1750.0,
398
+ "time": 58.0
399
+ },
400
+ "decision_path": [
401
+ "recency <= 6.500",
402
+ "monetary > 1125.000",
403
+ "time > 42.500",
404
+ "frequency <= 11.500",
405
+ "time > 48.500",
406
+ "time > 57.500"
407
+ ],
408
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 58.",
409
+ "rationale": "only for testing"
410
+ },
411
+ {
412
+ "id": 205,
413
+ "label": "No",
414
+ "prediction": "No",
415
+ "features": {
416
+ "recency": 11.0,
417
+ "frequency": 6.0,
418
+ "monetary": 1500.0,
419
+ "time": 26.0
420
+ },
421
+ "decision_path": [
422
+ "recency > 6.500",
423
+ "recency <= 22.500",
424
+ "time > 18.500",
425
+ "monetary <= 1625.000",
426
+ "time <= 40.500",
427
+ "time <= 36.000"
428
+ ],
429
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 26.",
430
+ "rationale": "only for testing"
431
+ },
432
+ {
433
+ "id": 206,
434
+ "label": "No",
435
+ "prediction": "No",
436
+ "features": {
437
+ "recency": 2.0,
438
+ "frequency": 2.0,
439
+ "monetary": 500.0,
440
+ "time": 16.0
441
+ },
442
+ "decision_path": [
443
+ "recency <= 6.500",
444
+ "monetary <= 1125.000",
445
+ "time > 2.500",
446
+ "time <= 17.000",
447
+ "recency <= 3.500",
448
+ "time > 12.500"
449
+ ],
450
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 16.",
451
+ "rationale": "only for testing"
452
+ },
453
+ {
454
+ "id": 207,
455
+ "label": "No",
456
+ "prediction": "No",
457
+ "features": {
458
+ "recency": 2.0,
459
+ "frequency": 7.0,
460
+ "monetary": 1750.0,
461
+ "time": 76.0
462
+ },
463
+ "decision_path": [
464
+ "recency <= 6.500",
465
+ "monetary > 1125.000",
466
+ "time > 42.500",
467
+ "frequency <= 11.500",
468
+ "time > 48.500",
469
+ "time > 57.500"
470
+ ],
471
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 76.",
472
+ "rationale": "only for testing"
473
+ },
474
+ {
475
+ "id": 215,
476
+ "label": "Yes",
477
+ "prediction": "No",
478
+ "features": {
479
+ "recency": 4.0,
480
+ "frequency": 1.0,
481
+ "monetary": 250.0,
482
+ "time": 4.0
483
+ },
484
+ "decision_path": [
485
+ "recency <= 6.500",
486
+ "monetary <= 1125.000",
487
+ "time > 2.500",
488
+ "time <= 17.000",
489
+ "recency > 3.500",
490
+ "monetary <= 375.000"
491
+ ],
492
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 4.",
493
+ "rationale": "only for testing"
494
+ },
495
+ {
496
+ "id": 226,
497
+ "label": "No",
498
+ "prediction": "No",
499
+ "features": {
500
+ "recency": 4.0,
501
+ "frequency": 1.0,
502
+ "monetary": 250.0,
503
+ "time": 4.0
504
+ },
505
+ "decision_path": [
506
+ "recency <= 6.500",
507
+ "monetary <= 1125.000",
508
+ "time > 2.500",
509
+ "time <= 17.000",
510
+ "recency > 3.500",
511
+ "monetary <= 375.000"
512
+ ],
513
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 4.",
514
+ "rationale": "only for testing"
515
+ },
516
+ {
517
+ "id": 230,
518
+ "label": "No",
519
+ "prediction": "No",
520
+ "features": {
521
+ "recency": 4.0,
522
+ "frequency": 1.0,
523
+ "monetary": 250.0,
524
+ "time": 4.0
525
+ },
526
+ "decision_path": [
527
+ "recency <= 6.500",
528
+ "monetary <= 1125.000",
529
+ "time > 2.500",
530
+ "time <= 17.000",
531
+ "recency > 3.500",
532
+ "monetary <= 375.000"
533
+ ],
534
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 4.",
535
+ "rationale": "only for testing"
536
+ },
537
+ {
538
+ "id": 237,
539
+ "label": "No",
540
+ "prediction": "No",
541
+ "features": {
542
+ "recency": 4.0,
543
+ "frequency": 2.0,
544
+ "monetary": 500.0,
545
+ "time": 14.0
546
+ },
547
+ "decision_path": [
548
+ "recency <= 6.500",
549
+ "monetary <= 1125.000",
550
+ "time > 2.500",
551
+ "time <= 17.000",
552
+ "recency > 3.500",
553
+ "monetary > 375.000"
554
+ ],
555
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 14.",
556
+ "rationale": "only for testing"
557
+ },
558
+ {
559
+ "id": 253,
560
+ "label": "Yes",
561
+ "prediction": "No",
562
+ "features": {
563
+ "recency": 11.0,
564
+ "frequency": 3.0,
565
+ "monetary": 750.0,
566
+ "time": 16.0
567
+ },
568
+ "decision_path": [
569
+ "recency > 6.500",
570
+ "recency <= 22.500",
571
+ "time <= 18.500",
572
+ "recency <= 12.500",
573
+ "recency > 10.500",
574
+ "time > 12.500"
575
+ ],
576
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 16.",
577
+ "rationale": "only for testing"
578
+ },
579
+ {
580
+ "id": 256,
581
+ "label": "No",
582
+ "prediction": "No",
583
+ "features": {
584
+ "recency": 16.0,
585
+ "frequency": 8.0,
586
+ "monetary": 2000.0,
587
+ "time": 28.0
588
+ },
589
+ "decision_path": [
590
+ "recency > 6.500",
591
+ "recency <= 22.500",
592
+ "time > 18.500",
593
+ "monetary > 1625.000",
594
+ "time <= 48.500",
595
+ "recency > 11.500"
596
+ ],
597
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 28.",
598
+ "rationale": "only for testing"
599
+ },
600
+ {
601
+ "id": 264,
602
+ "label": "No",
603
+ "prediction": "No",
604
+ "features": {
605
+ "recency": 4.0,
606
+ "frequency": 5.0,
607
+ "monetary": 1250.0,
608
+ "time": 58.0
609
+ },
610
+ "decision_path": [
611
+ "recency <= 6.500",
612
+ "monetary > 1125.000",
613
+ "time > 42.500",
614
+ "frequency <= 11.500",
615
+ "time > 48.500",
616
+ "time > 57.500"
617
+ ],
618
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 58.",
619
+ "rationale": "only for testing"
620
+ },
621
+ {
622
+ "id": 268,
623
+ "label": "No",
624
+ "prediction": "No",
625
+ "features": {
626
+ "recency": 4.0,
627
+ "frequency": 7.0,
628
+ "monetary": 1750.0,
629
+ "time": 82.0
630
+ },
631
+ "decision_path": [
632
+ "recency <= 6.500",
633
+ "monetary > 1125.000",
634
+ "time > 42.500",
635
+ "frequency <= 11.500",
636
+ "time > 48.500",
637
+ "time > 57.500"
638
+ ],
639
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 82.",
640
+ "rationale": "only for testing"
641
+ },
642
+ {
643
+ "id": 275,
644
+ "label": "No",
645
+ "prediction": "No",
646
+ "features": {
647
+ "recency": 4.0,
648
+ "frequency": 4.0,
649
+ "monetary": 1000.0,
650
+ "time": 46.0
651
+ },
652
+ "decision_path": [
653
+ "recency <= 6.500",
654
+ "monetary <= 1125.000",
655
+ "time > 2.500",
656
+ "time > 17.000",
657
+ "time > 24.500",
658
+ "frequency > 2.500"
659
+ ],
660
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 46.",
661
+ "rationale": "only for testing"
662
+ },
663
+ {
664
+ "id": 277,
665
+ "label": "No",
666
+ "prediction": "No",
667
+ "features": {
668
+ "recency": 4.0,
669
+ "frequency": 3.0,
670
+ "monetary": 750.0,
671
+ "time": 34.0
672
+ },
673
+ "decision_path": [
674
+ "recency <= 6.500",
675
+ "monetary <= 1125.000",
676
+ "time > 2.500",
677
+ "time > 17.000",
678
+ "time > 24.500",
679
+ "frequency > 2.500"
680
+ ],
681
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 34.",
682
+ "rationale": "only for testing"
683
+ },
684
+ {
685
+ "id": 282,
686
+ "label": "No",
687
+ "prediction": "No",
688
+ "features": {
689
+ "recency": 14.0,
690
+ "frequency": 5.0,
691
+ "monetary": 1250.0,
692
+ "time": 26.0
693
+ },
694
+ "decision_path": [
695
+ "recency > 6.500",
696
+ "recency <= 22.500",
697
+ "time > 18.500",
698
+ "monetary <= 1625.000",
699
+ "time <= 40.500",
700
+ "time <= 36.000"
701
+ ],
702
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 26.",
703
+ "rationale": "only for testing"
704
+ },
705
+ {
706
+ "id": 321,
707
+ "label": "Yes",
708
+ "prediction": "No",
709
+ "features": {
710
+ "recency": 9.0,
711
+ "frequency": 5.0,
712
+ "monetary": 1250.0,
713
+ "time": 51.0
714
+ },
715
+ "decision_path": [
716
+ "recency > 6.500",
717
+ "recency <= 22.500",
718
+ "time > 18.500",
719
+ "monetary <= 1625.000",
720
+ "time > 40.500"
721
+ ],
722
+ "note": "The Recency - months since last donation is 9. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 51.",
723
+ "rationale": "only for testing"
724
+ },
725
+ {
726
+ "id": 325,
727
+ "label": "No",
728
+ "prediction": "No",
729
+ "features": {
730
+ "recency": 14.0,
731
+ "frequency": 2.0,
732
+ "monetary": 500.0,
733
+ "time": 16.0
734
+ },
735
+ "decision_path": [
736
+ "recency > 6.500",
737
+ "recency <= 22.500",
738
+ "time <= 18.500",
739
+ "recency > 12.500"
740
+ ],
741
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 16.",
742
+ "rationale": "only for testing"
743
+ },
744
+ {
745
+ "id": 327,
746
+ "label": "No",
747
+ "prediction": "No",
748
+ "features": {
749
+ "recency": 14.0,
750
+ "frequency": 16.0,
751
+ "monetary": 4000.0,
752
+ "time": 98.0
753
+ },
754
+ "decision_path": [
755
+ "recency > 6.500",
756
+ "recency <= 22.500",
757
+ "time > 18.500",
758
+ "monetary > 1625.000",
759
+ "time > 48.500",
760
+ "time > 55.500"
761
+ ],
762
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 16. The Monetary - total blood donated in c.c. is 4000. The Time - months since first donation is 98.",
763
+ "rationale": "only for testing"
764
+ },
765
+ {
766
+ "id": 328,
767
+ "label": "Yes",
768
+ "prediction": "No",
769
+ "features": {
770
+ "recency": 14.0,
771
+ "frequency": 4.0,
772
+ "monetary": 1000.0,
773
+ "time": 28.0
774
+ },
775
+ "decision_path": [
776
+ "recency > 6.500",
777
+ "recency <= 22.500",
778
+ "time > 18.500",
779
+ "monetary <= 1625.000",
780
+ "time <= 40.500",
781
+ "time <= 36.000"
782
+ ],
783
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 28.",
784
+ "rationale": "only for testing"
785
+ },
786
+ {
787
+ "id": 344,
788
+ "label": "No",
789
+ "prediction": "No",
790
+ "features": {
791
+ "recency": 11.0,
792
+ "frequency": 1.0,
793
+ "monetary": 250.0,
794
+ "time": 11.0
795
+ },
796
+ "decision_path": [
797
+ "recency > 6.500",
798
+ "recency <= 22.500",
799
+ "time <= 18.500",
800
+ "recency <= 12.500",
801
+ "recency > 10.500",
802
+ "time <= 12.500"
803
+ ],
804
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 11.",
805
+ "rationale": "only for testing"
806
+ },
807
+ {
808
+ "id": 358,
809
+ "label": "No",
810
+ "prediction": "No",
811
+ "features": {
812
+ "recency": 9.0,
813
+ "frequency": 2.0,
814
+ "monetary": 500.0,
815
+ "time": 26.0
816
+ },
817
+ "decision_path": [
818
+ "recency > 6.500",
819
+ "recency <= 22.500",
820
+ "time > 18.500",
821
+ "monetary <= 1625.000",
822
+ "time <= 40.500",
823
+ "time <= 36.000"
824
+ ],
825
+ "note": "The Recency - months since last donation is 9. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 26.",
826
+ "rationale": "only for testing"
827
+ },
828
+ {
829
+ "id": 363,
830
+ "label": "No",
831
+ "prediction": "No",
832
+ "features": {
833
+ "recency": 21.0,
834
+ "frequency": 13.0,
835
+ "monetary": 3250.0,
836
+ "time": 57.0
837
+ },
838
+ "decision_path": [
839
+ "recency > 6.500",
840
+ "recency <= 22.500",
841
+ "time > 18.500",
842
+ "monetary > 1625.000",
843
+ "time > 48.500",
844
+ "time > 55.500"
845
+ ],
846
+ "note": "The Recency - months since last donation is 21. The Frequency - total number of donation is 13. The Monetary - total blood donated in c.c. is 3250. The Time - months since first donation is 57.",
847
+ "rationale": "only for testing"
848
+ },
849
+ {
850
+ "id": 371,
851
+ "label": "No",
852
+ "prediction": "No",
853
+ "features": {
854
+ "recency": 14.0,
855
+ "frequency": 3.0,
856
+ "monetary": 750.0,
857
+ "time": 31.0
858
+ },
859
+ "decision_path": [
860
+ "recency > 6.500",
861
+ "recency <= 22.500",
862
+ "time > 18.500",
863
+ "monetary <= 1625.000",
864
+ "time <= 40.500",
865
+ "time <= 36.000"
866
+ ],
867
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 31.",
868
+ "rationale": "only for testing"
869
+ },
870
+ {
871
+ "id": 376,
872
+ "label": "No",
873
+ "prediction": "No",
874
+ "features": {
875
+ "recency": 14.0,
876
+ "frequency": 5.0,
877
+ "monetary": 1250.0,
878
+ "time": 50.0
879
+ },
880
+ "decision_path": [
881
+ "recency > 6.500",
882
+ "recency <= 22.500",
883
+ "time > 18.500",
884
+ "monetary <= 1625.000",
885
+ "time > 40.500"
886
+ ],
887
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 50.",
888
+ "rationale": "only for testing"
889
+ },
890
+ {
891
+ "id": 385,
892
+ "label": "No",
893
+ "prediction": "No",
894
+ "features": {
895
+ "recency": 14.0,
896
+ "frequency": 7.0,
897
+ "monetary": 1750.0,
898
+ "time": 72.0
899
+ },
900
+ "decision_path": [
901
+ "recency > 6.500",
902
+ "recency <= 22.500",
903
+ "time > 18.500",
904
+ "monetary > 1625.000",
905
+ "time > 48.500",
906
+ "time > 55.500"
907
+ ],
908
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 72.",
909
+ "rationale": "only for testing"
910
+ },
911
+ {
912
+ "id": 410,
913
+ "label": "No",
914
+ "prediction": "No",
915
+ "features": {
916
+ "recency": 16.0,
917
+ "frequency": 1.0,
918
+ "monetary": 250.0,
919
+ "time": 16.0
920
+ },
921
+ "decision_path": [
922
+ "recency > 6.500",
923
+ "recency <= 22.500",
924
+ "time <= 18.500",
925
+ "recency > 12.500"
926
+ ],
927
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 16.",
928
+ "rationale": "only for testing"
929
+ },
930
+ {
931
+ "id": 430,
932
+ "label": "No",
933
+ "prediction": "No",
934
+ "features": {
935
+ "recency": 9.0,
936
+ "frequency": 2.0,
937
+ "monetary": 500.0,
938
+ "time": 52.0
939
+ },
940
+ "decision_path": [
941
+ "recency > 6.500",
942
+ "recency <= 22.500",
943
+ "time > 18.500",
944
+ "monetary <= 1625.000",
945
+ "time > 40.500"
946
+ ],
947
+ "note": "The Recency - months since last donation is 9. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 52.",
948
+ "rationale": "only for testing"
949
+ },
950
+ {
951
+ "id": 443,
952
+ "label": "No",
953
+ "prediction": "No",
954
+ "features": {
955
+ "recency": 11.0,
956
+ "frequency": 3.0,
957
+ "monetary": 750.0,
958
+ "time": 76.0
959
+ },
960
+ "decision_path": [
961
+ "recency > 6.500",
962
+ "recency <= 22.500",
963
+ "time > 18.500",
964
+ "monetary <= 1625.000",
965
+ "time > 40.500"
966
+ ],
967
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 76.",
968
+ "rationale": "only for testing"
969
+ },
970
+ {
971
+ "id": 446,
972
+ "label": "No",
973
+ "prediction": "No",
974
+ "features": {
975
+ "recency": 23.0,
976
+ "frequency": 2.0,
977
+ "monetary": 500.0,
978
+ "time": 26.0
979
+ },
980
+ "decision_path": [
981
+ "recency > 6.500",
982
+ "recency > 22.500",
983
+ "time > 24.500"
984
+ ],
985
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 26.",
986
+ "rationale": "only for testing"
987
+ },
988
+ {
989
+ "id": 469,
990
+ "label": "No",
991
+ "prediction": "No",
992
+ "features": {
993
+ "recency": 11.0,
994
+ "frequency": 2.0,
995
+ "monetary": 500.0,
996
+ "time": 70.0
997
+ },
998
+ "decision_path": [
999
+ "recency > 6.500",
1000
+ "recency <= 22.500",
1001
+ "time > 18.500",
1002
+ "monetary <= 1625.000",
1003
+ "time > 40.500"
1004
+ ],
1005
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 70.",
1006
+ "rationale": "only for testing"
1007
+ },
1008
+ {
1009
+ "id": 499,
1010
+ "label": "No",
1011
+ "prediction": "No",
1012
+ "features": {
1013
+ "recency": 74.0,
1014
+ "frequency": 1.0,
1015
+ "monetary": 250.0,
1016
+ "time": 74.0
1017
+ },
1018
+ "decision_path": [
1019
+ "recency > 6.500",
1020
+ "recency > 22.500",
1021
+ "time > 24.500"
1022
+ ],
1023
+ "note": "The Recency - months since last donation is 74. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 74.",
1024
+ "rationale": "only for testing"
1025
+ },
1026
+ {
1027
+ "id": 510,
1028
+ "label": "Yes",
1029
+ "prediction": "No",
1030
+ "features": {
1031
+ "recency": 4.0,
1032
+ "frequency": 4.0,
1033
+ "monetary": 1000.0,
1034
+ "time": 4.0
1035
+ },
1036
+ "decision_path": [
1037
+ "recency <= 6.500",
1038
+ "monetary <= 1125.000",
1039
+ "time > 2.500",
1040
+ "time <= 17.000",
1041
+ "recency > 3.500",
1042
+ "monetary > 375.000"
1043
+ ],
1044
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 4.",
1045
+ "rationale": "only for testing"
1046
+ },
1047
+ {
1048
+ "id": 515,
1049
+ "label": "No",
1050
+ "prediction": "Yes",
1051
+ "features": {
1052
+ "recency": 4.0,
1053
+ "frequency": 6.0,
1054
+ "monetary": 1500.0,
1055
+ "time": 14.0
1056
+ },
1057
+ "decision_path": [
1058
+ "recency <= 6.500",
1059
+ "monetary > 1125.000",
1060
+ "time <= 42.500",
1061
+ "time <= 15.500"
1062
+ ],
1063
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 14.",
1064
+ "rationale": "only for testing"
1065
+ },
1066
+ {
1067
+ "id": 516,
1068
+ "label": "Yes",
1069
+ "prediction": "Yes",
1070
+ "features": {
1071
+ "recency": 3.0,
1072
+ "frequency": 5.0,
1073
+ "monetary": 1250.0,
1074
+ "time": 12.0
1075
+ },
1076
+ "decision_path": [
1077
+ "recency <= 6.500",
1078
+ "monetary > 1125.000",
1079
+ "time <= 42.500",
1080
+ "time <= 15.500"
1081
+ ],
1082
+ "note": "The Recency - months since last donation is 3. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 12.",
1083
+ "rationale": "only for testing"
1084
+ },
1085
+ {
1086
+ "id": 533,
1087
+ "label": "No",
1088
+ "prediction": "No",
1089
+ "features": {
1090
+ "recency": 2.0,
1091
+ "frequency": 4.0,
1092
+ "monetary": 1000.0,
1093
+ "time": 14.0
1094
+ },
1095
+ "decision_path": [
1096
+ "recency <= 6.500",
1097
+ "monetary <= 1125.000",
1098
+ "time > 2.500",
1099
+ "time <= 17.000",
1100
+ "recency <= 3.500",
1101
+ "time > 12.500"
1102
+ ],
1103
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 14.",
1104
+ "rationale": "only for testing"
1105
+ },
1106
+ {
1107
+ "id": 534,
1108
+ "label": "No",
1109
+ "prediction": "No",
1110
+ "features": {
1111
+ "recency": 2.0,
1112
+ "frequency": 6.0,
1113
+ "monetary": 1500.0,
1114
+ "time": 26.0
1115
+ },
1116
+ "decision_path": [
1117
+ "recency <= 6.500",
1118
+ "monetary > 1125.000",
1119
+ "time <= 42.500",
1120
+ "time > 15.500",
1121
+ "frequency <= 6.500",
1122
+ "time > 18.500"
1123
+ ],
1124
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 26.",
1125
+ "rationale": "only for testing"
1126
+ },
1127
+ {
1128
+ "id": 537,
1129
+ "label": "Yes",
1130
+ "prediction": "No",
1131
+ "features": {
1132
+ "recency": 2.0,
1133
+ "frequency": 6.0,
1134
+ "monetary": 1500.0,
1135
+ "time": 26.0
1136
+ },
1137
+ "decision_path": [
1138
+ "recency <= 6.500",
1139
+ "monetary > 1125.000",
1140
+ "time <= 42.500",
1141
+ "time > 15.500",
1142
+ "frequency <= 6.500",
1143
+ "time > 18.500"
1144
+ ],
1145
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 26.",
1146
+ "rationale": "only for testing"
1147
+ },
1148
+ {
1149
+ "id": 552,
1150
+ "label": "Yes",
1151
+ "prediction": "No",
1152
+ "features": {
1153
+ "recency": 4.0,
1154
+ "frequency": 6.0,
1155
+ "monetary": 1500.0,
1156
+ "time": 28.0
1157
+ },
1158
+ "decision_path": [
1159
+ "recency <= 6.500",
1160
+ "monetary > 1125.000",
1161
+ "time <= 42.500",
1162
+ "time > 15.500",
1163
+ "frequency <= 6.500",
1164
+ "time > 18.500"
1165
+ ],
1166
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 28.",
1167
+ "rationale": "only for testing"
1168
+ },
1169
+ {
1170
+ "id": 567,
1171
+ "label": "No",
1172
+ "prediction": "No",
1173
+ "features": {
1174
+ "recency": 4.0,
1175
+ "frequency": 9.0,
1176
+ "monetary": 2250.0,
1177
+ "time": 55.0
1178
+ },
1179
+ "decision_path": [
1180
+ "recency <= 6.500",
1181
+ "monetary > 1125.000",
1182
+ "time > 42.500",
1183
+ "frequency <= 11.500",
1184
+ "time > 48.500",
1185
+ "time <= 57.500"
1186
+ ],
1187
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 9. The Monetary - total blood donated in c.c. is 2250. The Time - months since first donation is 55.",
1188
+ "rationale": "only for testing"
1189
+ },
1190
+ {
1191
+ "id": 583,
1192
+ "label": "No",
1193
+ "prediction": "No",
1194
+ "features": {
1195
+ "recency": 2.0,
1196
+ "frequency": 1.0,
1197
+ "monetary": 250.0,
1198
+ "time": 2.0
1199
+ },
1200
+ "decision_path": [
1201
+ "recency <= 6.500",
1202
+ "monetary <= 1125.000",
1203
+ "time <= 2.500"
1204
+ ],
1205
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
1206
+ "rationale": "only for testing"
1207
+ },
1208
+ {
1209
+ "id": 588,
1210
+ "label": "No",
1211
+ "prediction": "No",
1212
+ "features": {
1213
+ "recency": 2.0,
1214
+ "frequency": 1.0,
1215
+ "monetary": 250.0,
1216
+ "time": 2.0
1217
+ },
1218
+ "decision_path": [
1219
+ "recency <= 6.500",
1220
+ "monetary <= 1125.000",
1221
+ "time <= 2.500"
1222
+ ],
1223
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.",
1224
+ "rationale": "only for testing"
1225
+ },
1226
+ {
1227
+ "id": 603,
1228
+ "label": "No",
1229
+ "prediction": "No",
1230
+ "features": {
1231
+ "recency": 14.0,
1232
+ "frequency": 8.0,
1233
+ "monetary": 2000.0,
1234
+ "time": 26.0
1235
+ },
1236
+ "decision_path": [
1237
+ "recency > 6.500",
1238
+ "recency <= 22.500",
1239
+ "time > 18.500",
1240
+ "monetary > 1625.000",
1241
+ "time <= 48.500",
1242
+ "recency > 11.500"
1243
+ ],
1244
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 26.",
1245
+ "rationale": "only for testing"
1246
+ },
1247
+ {
1248
+ "id": 607,
1249
+ "label": "No",
1250
+ "prediction": "No",
1251
+ "features": {
1252
+ "recency": 2.0,
1253
+ "frequency": 7.0,
1254
+ "monetary": 1750.0,
1255
+ "time": 77.0
1256
+ },
1257
+ "decision_path": [
1258
+ "recency <= 6.500",
1259
+ "monetary > 1125.000",
1260
+ "time > 42.500",
1261
+ "frequency <= 11.500",
1262
+ "time > 48.500",
1263
+ "time > 57.500"
1264
+ ],
1265
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 77.",
1266
+ "rationale": "only for testing"
1267
+ },
1268
+ {
1269
+ "id": 610,
1270
+ "label": "No",
1271
+ "prediction": "No",
1272
+ "features": {
1273
+ "recency": 4.0,
1274
+ "frequency": 1.0,
1275
+ "monetary": 250.0,
1276
+ "time": 4.0
1277
+ },
1278
+ "decision_path": [
1279
+ "recency <= 6.500",
1280
+ "monetary <= 1125.000",
1281
+ "time > 2.500",
1282
+ "time <= 17.000",
1283
+ "recency > 3.500",
1284
+ "monetary <= 375.000"
1285
+ ],
1286
+ "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 4.",
1287
+ "rationale": "only for testing"
1288
+ },
1289
+ {
1290
+ "id": 624,
1291
+ "label": "Yes",
1292
+ "prediction": "No",
1293
+ "features": {
1294
+ "recency": 13.0,
1295
+ "frequency": 3.0,
1296
+ "monetary": 750.0,
1297
+ "time": 14.0
1298
+ },
1299
+ "decision_path": [
1300
+ "recency > 6.500",
1301
+ "recency <= 22.500",
1302
+ "time <= 18.500",
1303
+ "recency > 12.500"
1304
+ ],
1305
+ "note": "The Recency - months since last donation is 13. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 14.",
1306
+ "rationale": "only for testing"
1307
+ },
1308
+ {
1309
+ "id": 628,
1310
+ "label": "No",
1311
+ "prediction": "No",
1312
+ "features": {
1313
+ "recency": 2.0,
1314
+ "frequency": 5.0,
1315
+ "monetary": 1250.0,
1316
+ "time": 63.0
1317
+ },
1318
+ "decision_path": [
1319
+ "recency <= 6.500",
1320
+ "monetary > 1125.000",
1321
+ "time > 42.500",
1322
+ "frequency <= 11.500",
1323
+ "time > 48.500",
1324
+ "time > 57.500"
1325
+ ],
1326
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 63.",
1327
+ "rationale": "only for testing"
1328
+ },
1329
+ {
1330
+ "id": 644,
1331
+ "label": "Yes",
1332
+ "prediction": "No",
1333
+ "features": {
1334
+ "recency": 14.0,
1335
+ "frequency": 2.0,
1336
+ "monetary": 500.0,
1337
+ "time": 14.0
1338
+ },
1339
+ "decision_path": [
1340
+ "recency > 6.500",
1341
+ "recency <= 22.500",
1342
+ "time <= 18.500",
1343
+ "recency > 12.500"
1344
+ ],
1345
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 14.",
1346
+ "rationale": "only for testing"
1347
+ },
1348
+ {
1349
+ "id": 649,
1350
+ "label": "No",
1351
+ "prediction": "No",
1352
+ "features": {
1353
+ "recency": 14.0,
1354
+ "frequency": 8.0,
1355
+ "monetary": 2000.0,
1356
+ "time": 46.0
1357
+ },
1358
+ "decision_path": [
1359
+ "recency > 6.500",
1360
+ "recency <= 22.500",
1361
+ "time > 18.500",
1362
+ "monetary > 1625.000",
1363
+ "time <= 48.500",
1364
+ "recency > 11.500"
1365
+ ],
1366
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 46.",
1367
+ "rationale": "only for testing"
1368
+ },
1369
+ {
1370
+ "id": 657,
1371
+ "label": "No",
1372
+ "prediction": "Yes",
1373
+ "features": {
1374
+ "recency": 14.0,
1375
+ "frequency": 8.0,
1376
+ "monetary": 2000.0,
1377
+ "time": 50.0
1378
+ },
1379
+ "decision_path": [
1380
+ "recency > 6.500",
1381
+ "recency <= 22.500",
1382
+ "time > 18.500",
1383
+ "monetary > 1625.000",
1384
+ "time > 48.500",
1385
+ "time <= 55.500"
1386
+ ],
1387
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 50.",
1388
+ "rationale": "only for testing"
1389
+ },
1390
+ {
1391
+ "id": 670,
1392
+ "label": "No",
1393
+ "prediction": "No",
1394
+ "features": {
1395
+ "recency": 2.0,
1396
+ "frequency": 3.0,
1397
+ "monetary": 750.0,
1398
+ "time": 77.0
1399
+ },
1400
+ "decision_path": [
1401
+ "recency <= 6.500",
1402
+ "monetary <= 1125.000",
1403
+ "time > 2.500",
1404
+ "time > 17.000",
1405
+ "time > 24.500",
1406
+ "frequency > 2.500"
1407
+ ],
1408
+ "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 77.",
1409
+ "rationale": "only for testing"
1410
+ },
1411
+ {
1412
+ "id": 678,
1413
+ "label": "No",
1414
+ "prediction": "No",
1415
+ "features": {
1416
+ "recency": 11.0,
1417
+ "frequency": 7.0,
1418
+ "monetary": 1750.0,
1419
+ "time": 75.0
1420
+ },
1421
+ "decision_path": [
1422
+ "recency > 6.500",
1423
+ "recency <= 22.500",
1424
+ "time > 18.500",
1425
+ "monetary > 1625.000",
1426
+ "time > 48.500",
1427
+ "time > 55.500"
1428
+ ],
1429
+ "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 75.",
1430
+ "rationale": "only for testing"
1431
+ },
1432
+ {
1433
+ "id": 704,
1434
+ "label": "No",
1435
+ "prediction": "No",
1436
+ "features": {
1437
+ "recency": 16.0,
1438
+ "frequency": 1.0,
1439
+ "monetary": 250.0,
1440
+ "time": 16.0
1441
+ },
1442
+ "decision_path": [
1443
+ "recency > 6.500",
1444
+ "recency <= 22.500",
1445
+ "time <= 18.500",
1446
+ "recency > 12.500"
1447
+ ],
1448
+ "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 16.",
1449
+ "rationale": "only for testing"
1450
+ },
1451
+ {
1452
+ "id": 706,
1453
+ "label": "No",
1454
+ "prediction": "No",
1455
+ "features": {
1456
+ "recency": 14.0,
1457
+ "frequency": 2.0,
1458
+ "monetary": 500.0,
1459
+ "time": 29.0
1460
+ },
1461
+ "decision_path": [
1462
+ "recency > 6.500",
1463
+ "recency <= 22.500",
1464
+ "time > 18.500",
1465
+ "monetary <= 1625.000",
1466
+ "time <= 40.500",
1467
+ "time <= 36.000"
1468
+ ],
1469
+ "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 29.",
1470
+ "rationale": "only for testing"
1471
+ },
1472
+ {
1473
+ "id": 736,
1474
+ "label": "No",
1475
+ "prediction": "No",
1476
+ "features": {
1477
+ "recency": 23.0,
1478
+ "frequency": 1.0,
1479
+ "monetary": 250.0,
1480
+ "time": 23.0
1481
+ },
1482
+ "decision_path": [
1483
+ "recency > 6.500",
1484
+ "recency > 22.500",
1485
+ "time <= 24.500"
1486
+ ],
1487
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 23.",
1488
+ "rationale": "only for testing"
1489
+ },
1490
+ {
1491
+ "id": 745,
1492
+ "label": "No",
1493
+ "prediction": "No",
1494
+ "features": {
1495
+ "recency": 23.0,
1496
+ "frequency": 3.0,
1497
+ "monetary": 750.0,
1498
+ "time": 62.0
1499
+ },
1500
+ "decision_path": [
1501
+ "recency > 6.500",
1502
+ "recency > 22.500",
1503
+ "time > 24.500"
1504
+ ],
1505
+ "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 62.",
1506
+ "rationale": "only for testing"
1507
+ },
1508
+ {
1509
+ "id": 746,
1510
+ "label": "No",
1511
+ "prediction": "No",
1512
+ "features": {
1513
+ "recency": 39.0,
1514
+ "frequency": 1.0,
1515
+ "monetary": 250.0,
1516
+ "time": 39.0
1517
+ },
1518
+ "decision_path": [
1519
+ "recency > 6.500",
1520
+ "recency > 22.500",
1521
+ "time > 24.500"
1522
+ ],
1523
+ "note": "The Recency - months since last donation is 39. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 39.",
1524
+ "rationale": "only for testing"
1525
+ }
1526
+ ]
Blood/seed_4/test_correct.json ADDED
@@ -0,0 +1,458 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id":9,
4
+ "recency":5.0,
5
+ "frequency":46.0,
6
+ "monetary":11500.0,
7
+ "time":98.0,
8
+ "label":"Yes"
9
+ },
10
+ {
11
+ "id":14,
12
+ "recency":2.0,
13
+ "frequency":6.0,
14
+ "monetary":1500.0,
15
+ "time":15.0,
16
+ "label":"Yes"
17
+ },
18
+ {
19
+ "id":37,
20
+ "recency":4.0,
21
+ "frequency":6.0,
22
+ "monetary":1500.0,
23
+ "time":16.0,
24
+ "label":"Yes"
25
+ },
26
+ {
27
+ "id":51,
28
+ "recency":2.0,
29
+ "frequency":11.0,
30
+ "monetary":2750.0,
31
+ "time":46.0,
32
+ "label":"Yes"
33
+ },
34
+ {
35
+ "id":70,
36
+ "recency":2.0,
37
+ "frequency":4.0,
38
+ "monetary":1000.0,
39
+ "time":16.0,
40
+ "label":"No"
41
+ },
42
+ {
43
+ "id":86,
44
+ "recency":4.0,
45
+ "frequency":2.0,
46
+ "monetary":500.0,
47
+ "time":4.0,
48
+ "label":"No"
49
+ },
50
+ {
51
+ "id":106,
52
+ "recency":0.0,
53
+ "frequency":8.0,
54
+ "monetary":2000.0,
55
+ "time":59.0,
56
+ "label":"No"
57
+ },
58
+ {
59
+ "id":112,
60
+ "recency":4.0,
61
+ "frequency":5.0,
62
+ "monetary":1250.0,
63
+ "time":23.0,
64
+ "label":"No"
65
+ },
66
+ {
67
+ "id":114,
68
+ "recency":2.0,
69
+ "frequency":12.0,
70
+ "monetary":3000.0,
71
+ "time":82.0,
72
+ "label":"No"
73
+ },
74
+ {
75
+ "id":131,
76
+ "recency":2.0,
77
+ "frequency":12.0,
78
+ "monetary":3000.0,
79
+ "time":95.0,
80
+ "label":"No"
81
+ },
82
+ {
83
+ "id":155,
84
+ "recency":2.0,
85
+ "frequency":1.0,
86
+ "monetary":250.0,
87
+ "time":2.0,
88
+ "label":"No"
89
+ },
90
+ {
91
+ "id":167,
92
+ "recency":2.0,
93
+ "frequency":1.0,
94
+ "monetary":250.0,
95
+ "time":2.0,
96
+ "label":"No"
97
+ },
98
+ {
99
+ "id":201,
100
+ "recency":4.0,
101
+ "frequency":7.0,
102
+ "monetary":1750.0,
103
+ "time":58.0,
104
+ "label":"No"
105
+ },
106
+ {
107
+ "id":205,
108
+ "recency":11.0,
109
+ "frequency":6.0,
110
+ "monetary":1500.0,
111
+ "time":26.0,
112
+ "label":"No"
113
+ },
114
+ {
115
+ "id":206,
116
+ "recency":2.0,
117
+ "frequency":2.0,
118
+ "monetary":500.0,
119
+ "time":16.0,
120
+ "label":"No"
121
+ },
122
+ {
123
+ "id":207,
124
+ "recency":2.0,
125
+ "frequency":7.0,
126
+ "monetary":1750.0,
127
+ "time":76.0,
128
+ "label":"No"
129
+ },
130
+ {
131
+ "id":226,
132
+ "recency":4.0,
133
+ "frequency":1.0,
134
+ "monetary":250.0,
135
+ "time":4.0,
136
+ "label":"No"
137
+ },
138
+ {
139
+ "id":230,
140
+ "recency":4.0,
141
+ "frequency":1.0,
142
+ "monetary":250.0,
143
+ "time":4.0,
144
+ "label":"No"
145
+ },
146
+ {
147
+ "id":237,
148
+ "recency":4.0,
149
+ "frequency":2.0,
150
+ "monetary":500.0,
151
+ "time":14.0,
152
+ "label":"No"
153
+ },
154
+ {
155
+ "id":256,
156
+ "recency":16.0,
157
+ "frequency":8.0,
158
+ "monetary":2000.0,
159
+ "time":28.0,
160
+ "label":"No"
161
+ },
162
+ {
163
+ "id":264,
164
+ "recency":4.0,
165
+ "frequency":5.0,
166
+ "monetary":1250.0,
167
+ "time":58.0,
168
+ "label":"No"
169
+ },
170
+ {
171
+ "id":268,
172
+ "recency":4.0,
173
+ "frequency":7.0,
174
+ "monetary":1750.0,
175
+ "time":82.0,
176
+ "label":"No"
177
+ },
178
+ {
179
+ "id":275,
180
+ "recency":4.0,
181
+ "frequency":4.0,
182
+ "monetary":1000.0,
183
+ "time":46.0,
184
+ "label":"No"
185
+ },
186
+ {
187
+ "id":277,
188
+ "recency":4.0,
189
+ "frequency":3.0,
190
+ "monetary":750.0,
191
+ "time":34.0,
192
+ "label":"No"
193
+ },
194
+ {
195
+ "id":282,
196
+ "recency":14.0,
197
+ "frequency":5.0,
198
+ "monetary":1250.0,
199
+ "time":26.0,
200
+ "label":"No"
201
+ },
202
+ {
203
+ "id":325,
204
+ "recency":14.0,
205
+ "frequency":2.0,
206
+ "monetary":500.0,
207
+ "time":16.0,
208
+ "label":"No"
209
+ },
210
+ {
211
+ "id":327,
212
+ "recency":14.0,
213
+ "frequency":16.0,
214
+ "monetary":4000.0,
215
+ "time":98.0,
216
+ "label":"No"
217
+ },
218
+ {
219
+ "id":344,
220
+ "recency":11.0,
221
+ "frequency":1.0,
222
+ "monetary":250.0,
223
+ "time":11.0,
224
+ "label":"No"
225
+ },
226
+ {
227
+ "id":358,
228
+ "recency":9.0,
229
+ "frequency":2.0,
230
+ "monetary":500.0,
231
+ "time":26.0,
232
+ "label":"No"
233
+ },
234
+ {
235
+ "id":363,
236
+ "recency":21.0,
237
+ "frequency":13.0,
238
+ "monetary":3250.0,
239
+ "time":57.0,
240
+ "label":"No"
241
+ },
242
+ {
243
+ "id":371,
244
+ "recency":14.0,
245
+ "frequency":3.0,
246
+ "monetary":750.0,
247
+ "time":31.0,
248
+ "label":"No"
249
+ },
250
+ {
251
+ "id":376,
252
+ "recency":14.0,
253
+ "frequency":5.0,
254
+ "monetary":1250.0,
255
+ "time":50.0,
256
+ "label":"No"
257
+ },
258
+ {
259
+ "id":385,
260
+ "recency":14.0,
261
+ "frequency":7.0,
262
+ "monetary":1750.0,
263
+ "time":72.0,
264
+ "label":"No"
265
+ },
266
+ {
267
+ "id":410,
268
+ "recency":16.0,
269
+ "frequency":1.0,
270
+ "monetary":250.0,
271
+ "time":16.0,
272
+ "label":"No"
273
+ },
274
+ {
275
+ "id":430,
276
+ "recency":9.0,
277
+ "frequency":2.0,
278
+ "monetary":500.0,
279
+ "time":52.0,
280
+ "label":"No"
281
+ },
282
+ {
283
+ "id":443,
284
+ "recency":11.0,
285
+ "frequency":3.0,
286
+ "monetary":750.0,
287
+ "time":76.0,
288
+ "label":"No"
289
+ },
290
+ {
291
+ "id":446,
292
+ "recency":23.0,
293
+ "frequency":2.0,
294
+ "monetary":500.0,
295
+ "time":26.0,
296
+ "label":"No"
297
+ },
298
+ {
299
+ "id":469,
300
+ "recency":11.0,
301
+ "frequency":2.0,
302
+ "monetary":500.0,
303
+ "time":70.0,
304
+ "label":"No"
305
+ },
306
+ {
307
+ "id":499,
308
+ "recency":74.0,
309
+ "frequency":1.0,
310
+ "monetary":250.0,
311
+ "time":74.0,
312
+ "label":"No"
313
+ },
314
+ {
315
+ "id":516,
316
+ "recency":3.0,
317
+ "frequency":5.0,
318
+ "monetary":1250.0,
319
+ "time":12.0,
320
+ "label":"Yes"
321
+ },
322
+ {
323
+ "id":533,
324
+ "recency":2.0,
325
+ "frequency":4.0,
326
+ "monetary":1000.0,
327
+ "time":14.0,
328
+ "label":"No"
329
+ },
330
+ {
331
+ "id":534,
332
+ "recency":2.0,
333
+ "frequency":6.0,
334
+ "monetary":1500.0,
335
+ "time":26.0,
336
+ "label":"No"
337
+ },
338
+ {
339
+ "id":567,
340
+ "recency":4.0,
341
+ "frequency":9.0,
342
+ "monetary":2250.0,
343
+ "time":55.0,
344
+ "label":"No"
345
+ },
346
+ {
347
+ "id":583,
348
+ "recency":2.0,
349
+ "frequency":1.0,
350
+ "monetary":250.0,
351
+ "time":2.0,
352
+ "label":"No"
353
+ },
354
+ {
355
+ "id":588,
356
+ "recency":2.0,
357
+ "frequency":1.0,
358
+ "monetary":250.0,
359
+ "time":2.0,
360
+ "label":"No"
361
+ },
362
+ {
363
+ "id":603,
364
+ "recency":14.0,
365
+ "frequency":8.0,
366
+ "monetary":2000.0,
367
+ "time":26.0,
368
+ "label":"No"
369
+ },
370
+ {
371
+ "id":607,
372
+ "recency":2.0,
373
+ "frequency":7.0,
374
+ "monetary":1750.0,
375
+ "time":77.0,
376
+ "label":"No"
377
+ },
378
+ {
379
+ "id":610,
380
+ "recency":4.0,
381
+ "frequency":1.0,
382
+ "monetary":250.0,
383
+ "time":4.0,
384
+ "label":"No"
385
+ },
386
+ {
387
+ "id":628,
388
+ "recency":2.0,
389
+ "frequency":5.0,
390
+ "monetary":1250.0,
391
+ "time":63.0,
392
+ "label":"No"
393
+ },
394
+ {
395
+ "id":649,
396
+ "recency":14.0,
397
+ "frequency":8.0,
398
+ "monetary":2000.0,
399
+ "time":46.0,
400
+ "label":"No"
401
+ },
402
+ {
403
+ "id":670,
404
+ "recency":2.0,
405
+ "frequency":3.0,
406
+ "monetary":750.0,
407
+ "time":77.0,
408
+ "label":"No"
409
+ },
410
+ {
411
+ "id":678,
412
+ "recency":11.0,
413
+ "frequency":7.0,
414
+ "monetary":1750.0,
415
+ "time":75.0,
416
+ "label":"No"
417
+ },
418
+ {
419
+ "id":704,
420
+ "recency":16.0,
421
+ "frequency":1.0,
422
+ "monetary":250.0,
423
+ "time":16.0,
424
+ "label":"No"
425
+ },
426
+ {
427
+ "id":706,
428
+ "recency":14.0,
429
+ "frequency":2.0,
430
+ "monetary":500.0,
431
+ "time":29.0,
432
+ "label":"No"
433
+ },
434
+ {
435
+ "id":736,
436
+ "recency":23.0,
437
+ "frequency":1.0,
438
+ "monetary":250.0,
439
+ "time":23.0,
440
+ "label":"No"
441
+ },
442
+ {
443
+ "id":745,
444
+ "recency":23.0,
445
+ "frequency":3.0,
446
+ "monetary":750.0,
447
+ "time":62.0,
448
+ "label":"No"
449
+ },
450
+ {
451
+ "id":746,
452
+ "recency":39.0,
453
+ "frequency":1.0,
454
+ "monetary":250.0,
455
+ "time":39.0,
456
+ "label":"No"
457
+ }
458
+ ]
Blood/seed_4/train.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_4/train_correct.json ADDED
The diff for this file is too large to render. See raw diff
 
Blood/seed_4/tree.txt ADDED
@@ -0,0 +1,97 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ |--- recency <= 6.50
2
+ | |--- monetary <= 1125.00
3
+ | | |--- time <= 2.50
4
+ | | | |--- class: 0
5
+ | | |--- time > 2.50
6
+ | | | |--- time <= 17.00
7
+ | | | | |--- recency <= 3.50
8
+ | | | | | |--- time <= 12.50
9
+ | | | | | | |--- class: 0
10
+ | | | | | |--- time > 12.50
11
+ | | | | | | |--- class: 0
12
+ | | | | |--- recency > 3.50
13
+ | | | | | |--- monetary <= 375.00
14
+ | | | | | | |--- class: 0
15
+ | | | | | |--- monetary > 375.00
16
+ | | | | | | |--- class: 0
17
+ | | | |--- time > 17.00
18
+ | | | | |--- time <= 24.50
19
+ | | | | | |--- class: 0
20
+ | | | | |--- time > 24.50
21
+ | | | | | |--- frequency <= 2.50
22
+ | | | | | | |--- class: 0
23
+ | | | | | |--- frequency > 2.50
24
+ | | | | | | |--- class: 0
25
+ | |--- monetary > 1125.00
26
+ | | |--- time <= 42.50
27
+ | | | |--- time <= 15.50
28
+ | | | | |--- class: 1
29
+ | | | |--- time > 15.50
30
+ | | | | |--- frequency <= 6.50
31
+ | | | | | |--- time <= 18.50
32
+ | | | | | | |--- class: 1
33
+ | | | | | |--- time > 18.50
34
+ | | | | | | |--- class: 0
35
+ | | | | |--- frequency > 6.50
36
+ | | | | | |--- time <= 30.50
37
+ | | | | | | |--- class: 1
38
+ | | | | | |--- time > 30.50
39
+ | | | | | | |--- class: 1
40
+ | | |--- time > 42.50
41
+ | | | |--- frequency <= 11.50
42
+ | | | | |--- time <= 48.50
43
+ | | | | | |--- monetary <= 1625.00
44
+ | | | | | | |--- class: 0
45
+ | | | | | |--- monetary > 1625.00
46
+ | | | | | | |--- class: 1
47
+ | | | | |--- time > 48.50
48
+ | | | | | |--- time <= 57.50
49
+ | | | | | | |--- class: 0
50
+ | | | | | |--- time > 57.50
51
+ | | | | | | |--- class: 0
52
+ | | | |--- frequency > 11.50
53
+ | | | | |--- monetary <= 6250.00
54
+ | | | | | |--- time <= 77.50
55
+ | | | | | | |--- class: 1
56
+ | | | | | |--- time > 77.50
57
+ | | | | | | |--- class: 0
58
+ | | | | |--- monetary > 6250.00
59
+ | | | | | |--- class: 1
60
+ |--- recency > 6.50
61
+ | |--- recency <= 22.50
62
+ | | |--- time <= 18.50
63
+ | | | |--- recency <= 12.50
64
+ | | | | |--- recency <= 10.50
65
+ | | | | | |--- class: 0
66
+ | | | | |--- recency > 10.50
67
+ | | | | | |--- time <= 12.50
68
+ | | | | | | |--- class: 0
69
+ | | | | | |--- time > 12.50
70
+ | | | | | | |--- class: 0
71
+ | | | |--- recency > 12.50
72
+ | | | | |--- class: 0
73
+ | | |--- time > 18.50
74
+ | | | |--- monetary <= 1625.00
75
+ | | | | |--- time <= 40.50
76
+ | | | | | |--- time <= 36.00
77
+ | | | | | | |--- class: 0
78
+ | | | | | |--- time > 36.00
79
+ | | | | | | |--- class: 0
80
+ | | | | |--- time > 40.50
81
+ | | | | | |--- class: 0
82
+ | | | |--- monetary > 1625.00
83
+ | | | | |--- time <= 48.50
84
+ | | | | | |--- recency <= 11.50
85
+ | | | | | | |--- class: 0
86
+ | | | | | |--- recency > 11.50
87
+ | | | | | | |--- class: 0
88
+ | | | | |--- time > 48.50
89
+ | | | | | |--- time <= 55.50
90
+ | | | | | | |--- class: 1
91
+ | | | | | |--- time > 55.50
92
+ | | | | | | |--- class: 0
93
+ | |--- recency > 22.50
94
+ | | |--- time <= 24.50
95
+ | | | |--- class: 0
96
+ | | |--- time > 24.50
97
+ | | | |--- class: 0
Blood/seed_4/val.json ADDED
@@ -0,0 +1,602 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id":3,
4
+ "recency":2.0,
5
+ "frequency":20.0,
6
+ "monetary":5000.0,
7
+ "time":45.0,
8
+ "label":"Yes"
9
+ },
10
+ {
11
+ "id":12,
12
+ "recency":2.0,
13
+ "frequency":10.0,
14
+ "monetary":2500.0,
15
+ "time":28.0,
16
+ "label":"Yes"
17
+ },
18
+ {
19
+ "id":16,
20
+ "recency":2.0,
21
+ "frequency":14.0,
22
+ "monetary":3500.0,
23
+ "time":48.0,
24
+ "label":"Yes"
25
+ },
26
+ {
27
+ "id":44,
28
+ "recency":4.0,
29
+ "frequency":20.0,
30
+ "monetary":5000.0,
31
+ "time":69.0,
32
+ "label":"Yes"
33
+ },
34
+ {
35
+ "id":64,
36
+ "recency":2.0,
37
+ "frequency":3.0,
38
+ "monetary":750.0,
39
+ "time":9.0,
40
+ "label":"Yes"
41
+ },
42
+ {
43
+ "id":67,
44
+ "recency":0.0,
45
+ "frequency":2.0,
46
+ "monetary":500.0,
47
+ "time":4.0,
48
+ "label":"No"
49
+ },
50
+ {
51
+ "id":71,
52
+ "recency":2.0,
53
+ "frequency":4.0,
54
+ "monetary":1000.0,
55
+ "time":16.0,
56
+ "label":"No"
57
+ },
58
+ {
59
+ "id":84,
60
+ "recency":2.0,
61
+ "frequency":6.0,
62
+ "monetary":1500.0,
63
+ "time":28.0,
64
+ "label":"Yes"
65
+ },
66
+ {
67
+ "id":92,
68
+ "recency":4.0,
69
+ "frequency":2.0,
70
+ "monetary":500.0,
71
+ "time":4.0,
72
+ "label":"No"
73
+ },
74
+ {
75
+ "id":104,
76
+ "recency":2.0,
77
+ "frequency":5.0,
78
+ "monetary":1250.0,
79
+ "time":26.0,
80
+ "label":"No"
81
+ },
82
+ {
83
+ "id":107,
84
+ "recency":3.0,
85
+ "frequency":5.0,
86
+ "monetary":1250.0,
87
+ "time":26.0,
88
+ "label":"No"
89
+ },
90
+ {
91
+ "id":109,
92
+ "recency":2.0,
93
+ "frequency":10.0,
94
+ "monetary":2500.0,
95
+ "time":64.0,
96
+ "label":"No"
97
+ },
98
+ {
99
+ "id":120,
100
+ "recency":2.0,
101
+ "frequency":3.0,
102
+ "monetary":750.0,
103
+ "time":16.0,
104
+ "label":"Yes"
105
+ },
106
+ {
107
+ "id":137,
108
+ "recency":2.0,
109
+ "frequency":12.0,
110
+ "monetary":3000.0,
111
+ "time":98.0,
112
+ "label":"No"
113
+ },
114
+ {
115
+ "id":139,
116
+ "recency":2.0,
117
+ "frequency":2.0,
118
+ "monetary":500.0,
119
+ "time":11.0,
120
+ "label":"No"
121
+ },
122
+ {
123
+ "id":142,
124
+ "recency":4.0,
125
+ "frequency":3.0,
126
+ "monetary":750.0,
127
+ "time":16.0,
128
+ "label":"No"
129
+ },
130
+ {
131
+ "id":165,
132
+ "recency":2.0,
133
+ "frequency":1.0,
134
+ "monetary":250.0,
135
+ "time":2.0,
136
+ "label":"Yes"
137
+ },
138
+ {
139
+ "id":183,
140
+ "recency":4.0,
141
+ "frequency":12.0,
142
+ "monetary":3000.0,
143
+ "time":88.0,
144
+ "label":"No"
145
+ },
146
+ {
147
+ "id":185,
148
+ "recency":11.0,
149
+ "frequency":9.0,
150
+ "monetary":2250.0,
151
+ "time":33.0,
152
+ "label":"No"
153
+ },
154
+ {
155
+ "id":191,
156
+ "recency":4.0,
157
+ "frequency":7.0,
158
+ "monetary":1750.0,
159
+ "time":52.0,
160
+ "label":"No"
161
+ },
162
+ {
163
+ "id":198,
164
+ "recency":11.0,
165
+ "frequency":7.0,
166
+ "monetary":1750.0,
167
+ "time":29.0,
168
+ "label":"No"
169
+ },
170
+ {
171
+ "id":211,
172
+ "recency":4.0,
173
+ "frequency":1.0,
174
+ "monetary":250.0,
175
+ "time":4.0,
176
+ "label":"No"
177
+ },
178
+ {
179
+ "id":225,
180
+ "recency":4.0,
181
+ "frequency":1.0,
182
+ "monetary":250.0,
183
+ "time":4.0,
184
+ "label":"Yes"
185
+ },
186
+ {
187
+ "id":235,
188
+ "recency":8.0,
189
+ "frequency":10.0,
190
+ "monetary":2500.0,
191
+ "time":63.0,
192
+ "label":"No"
193
+ },
194
+ {
195
+ "id":236,
196
+ "recency":11.0,
197
+ "frequency":3.0,
198
+ "monetary":750.0,
199
+ "time":15.0,
200
+ "label":"No"
201
+ },
202
+ {
203
+ "id":247,
204
+ "recency":7.0,
205
+ "frequency":12.0,
206
+ "monetary":3000.0,
207
+ "time":86.0,
208
+ "label":"No"
209
+ },
210
+ {
211
+ "id":250,
212
+ "recency":11.0,
213
+ "frequency":2.0,
214
+ "monetary":500.0,
215
+ "time":11.0,
216
+ "label":"No"
217
+ },
218
+ {
219
+ "id":285,
220
+ "recency":11.0,
221
+ "frequency":2.0,
222
+ "monetary":500.0,
223
+ "time":14.0,
224
+ "label":"No"
225
+ },
226
+ {
227
+ "id":287,
228
+ "recency":9.0,
229
+ "frequency":2.0,
230
+ "monetary":500.0,
231
+ "time":16.0,
232
+ "label":"Yes"
233
+ },
234
+ {
235
+ "id":295,
236
+ "recency":2.0,
237
+ "frequency":4.0,
238
+ "monetary":1000.0,
239
+ "time":70.0,
240
+ "label":"No"
241
+ },
242
+ {
243
+ "id":297,
244
+ "recency":14.0,
245
+ "frequency":2.0,
246
+ "monetary":500.0,
247
+ "time":14.0,
248
+ "label":"No"
249
+ },
250
+ {
251
+ "id":342,
252
+ "recency":11.0,
253
+ "frequency":6.0,
254
+ "monetary":1500.0,
255
+ "time":58.0,
256
+ "label":"No"
257
+ },
258
+ {
259
+ "id":348,
260
+ "recency":11.0,
261
+ "frequency":1.0,
262
+ "monetary":250.0,
263
+ "time":11.0,
264
+ "label":"No"
265
+ },
266
+ {
267
+ "id":351,
268
+ "recency":11.0,
269
+ "frequency":2.0,
270
+ "monetary":500.0,
271
+ "time":21.0,
272
+ "label":"No"
273
+ },
274
+ {
275
+ "id":360,
276
+ "recency":14.0,
277
+ "frequency":6.0,
278
+ "monetary":1500.0,
279
+ "time":51.0,
280
+ "label":"No"
281
+ },
282
+ {
283
+ "id":365,
284
+ "recency":14.0,
285
+ "frequency":2.0,
286
+ "monetary":500.0,
287
+ "time":21.0,
288
+ "label":"Yes"
289
+ },
290
+ {
291
+ "id":391,
292
+ "recency":11.0,
293
+ "frequency":4.0,
294
+ "monetary":1000.0,
295
+ "time":59.0,
296
+ "label":"No"
297
+ },
298
+ {
299
+ "id":408,
300
+ "recency":16.0,
301
+ "frequency":1.0,
302
+ "monetary":250.0,
303
+ "time":16.0,
304
+ "label":"No"
305
+ },
306
+ {
307
+ "id":427,
308
+ "recency":14.0,
309
+ "frequency":5.0,
310
+ "monetary":1250.0,
311
+ "time":74.0,
312
+ "label":"No"
313
+ },
314
+ {
315
+ "id":437,
316
+ "recency":14.0,
317
+ "frequency":3.0,
318
+ "monetary":750.0,
319
+ "time":52.0,
320
+ "label":"No"
321
+ },
322
+ {
323
+ "id":458,
324
+ "recency":21.0,
325
+ "frequency":1.0,
326
+ "monetary":250.0,
327
+ "time":21.0,
328
+ "label":"No"
329
+ },
330
+ {
331
+ "id":470,
332
+ "recency":23.0,
333
+ "frequency":5.0,
334
+ "monetary":1250.0,
335
+ "time":58.0,
336
+ "label":"No"
337
+ },
338
+ {
339
+ "id":475,
340
+ "recency":26.0,
341
+ "frequency":5.0,
342
+ "monetary":1250.0,
343
+ "time":49.0,
344
+ "label":"Yes"
345
+ },
346
+ {
347
+ "id":478,
348
+ "recency":23.0,
349
+ "frequency":1.0,
350
+ "monetary":250.0,
351
+ "time":23.0,
352
+ "label":"No"
353
+ },
354
+ {
355
+ "id":488,
356
+ "recency":21.0,
357
+ "frequency":2.0,
358
+ "monetary":500.0,
359
+ "time":41.0,
360
+ "label":"No"
361
+ },
362
+ {
363
+ "id":489,
364
+ "recency":21.0,
365
+ "frequency":3.0,
366
+ "monetary":750.0,
367
+ "time":64.0,
368
+ "label":"No"
369
+ },
370
+ {
371
+ "id":491,
372
+ "recency":21.0,
373
+ "frequency":3.0,
374
+ "monetary":750.0,
375
+ "time":70.0,
376
+ "label":"No"
377
+ },
378
+ {
379
+ "id":519,
380
+ "recency":4.0,
381
+ "frequency":10.0,
382
+ "monetary":2500.0,
383
+ "time":28.0,
384
+ "label":"Yes"
385
+ },
386
+ {
387
+ "id":523,
388
+ "recency":1.0,
389
+ "frequency":10.0,
390
+ "monetary":2500.0,
391
+ "time":43.0,
392
+ "label":"Yes"
393
+ },
394
+ {
395
+ "id":524,
396
+ "recency":4.0,
397
+ "frequency":9.0,
398
+ "monetary":2250.0,
399
+ "time":28.0,
400
+ "label":"No"
401
+ },
402
+ {
403
+ "id":554,
404
+ "recency":2.0,
405
+ "frequency":4.0,
406
+ "monetary":1000.0,
407
+ "time":23.0,
408
+ "label":"No"
409
+ },
410
+ {
411
+ "id":573,
412
+ "recency":2.0,
413
+ "frequency":2.0,
414
+ "monetary":500.0,
415
+ "time":11.0,
416
+ "label":"No"
417
+ },
418
+ {
419
+ "id":576,
420
+ "recency":3.0,
421
+ "frequency":4.0,
422
+ "monetary":1000.0,
423
+ "time":29.0,
424
+ "label":"Yes"
425
+ },
426
+ {
427
+ "id":584,
428
+ "recency":2.0,
429
+ "frequency":1.0,
430
+ "monetary":250.0,
431
+ "time":2.0,
432
+ "label":"No"
433
+ },
434
+ {
435
+ "id":612,
436
+ "recency":4.0,
437
+ "frequency":1.0,
438
+ "monetary":250.0,
439
+ "time":4.0,
440
+ "label":"Yes"
441
+ },
442
+ {
443
+ "id":620,
444
+ "recency":4.0,
445
+ "frequency":7.0,
446
+ "monetary":1750.0,
447
+ "time":62.0,
448
+ "label":"No"
449
+ },
450
+ {
451
+ "id":623,
452
+ "recency":11.0,
453
+ "frequency":6.0,
454
+ "monetary":1500.0,
455
+ "time":28.0,
456
+ "label":"No"
457
+ },
458
+ {
459
+ "id":634,
460
+ "recency":13.0,
461
+ "frequency":3.0,
462
+ "monetary":750.0,
463
+ "time":16.0,
464
+ "label":"No"
465
+ },
466
+ {
467
+ "id":640,
468
+ "recency":11.0,
469
+ "frequency":8.0,
470
+ "monetary":2000.0,
471
+ "time":52.0,
472
+ "label":"Yes"
473
+ },
474
+ {
475
+ "id":655,
476
+ "recency":16.0,
477
+ "frequency":16.0,
478
+ "monetary":4000.0,
479
+ "time":77.0,
480
+ "label":"No"
481
+ },
482
+ {
483
+ "id":658,
484
+ "recency":11.0,
485
+ "frequency":3.0,
486
+ "monetary":750.0,
487
+ "time":26.0,
488
+ "label":"No"
489
+ },
490
+ {
491
+ "id":664,
492
+ "recency":11.0,
493
+ "frequency":1.0,
494
+ "monetary":250.0,
495
+ "time":11.0,
496
+ "label":"No"
497
+ },
498
+ {
499
+ "id":667,
500
+ "recency":11.0,
501
+ "frequency":1.0,
502
+ "monetary":250.0,
503
+ "time":11.0,
504
+ "label":"Yes"
505
+ },
506
+ {
507
+ "id":672,
508
+ "recency":16.0,
509
+ "frequency":15.0,
510
+ "monetary":3750.0,
511
+ "time":87.0,
512
+ "label":"No"
513
+ },
514
+ {
515
+ "id":675,
516
+ "recency":16.0,
517
+ "frequency":3.0,
518
+ "monetary":750.0,
519
+ "time":23.0,
520
+ "label":"No"
521
+ },
522
+ {
523
+ "id":683,
524
+ "recency":11.0,
525
+ "frequency":3.0,
526
+ "monetary":750.0,
527
+ "time":37.0,
528
+ "label":"No"
529
+ },
530
+ {
531
+ "id":689,
532
+ "recency":14.0,
533
+ "frequency":1.0,
534
+ "monetary":250.0,
535
+ "time":14.0,
536
+ "label":"No"
537
+ },
538
+ {
539
+ "id":690,
540
+ "recency":14.0,
541
+ "frequency":1.0,
542
+ "monetary":250.0,
543
+ "time":14.0,
544
+ "label":"No"
545
+ },
546
+ {
547
+ "id":699,
548
+ "recency":21.0,
549
+ "frequency":2.0,
550
+ "monetary":500.0,
551
+ "time":21.0,
552
+ "label":"No"
553
+ },
554
+ {
555
+ "id":701,
556
+ "recency":16.0,
557
+ "frequency":1.0,
558
+ "monetary":250.0,
559
+ "time":16.0,
560
+ "label":"No"
561
+ },
562
+ {
563
+ "id":709,
564
+ "recency":21.0,
565
+ "frequency":6.0,
566
+ "monetary":1500.0,
567
+ "time":48.0,
568
+ "label":"No"
569
+ },
570
+ {
571
+ "id":726,
572
+ "recency":25.0,
573
+ "frequency":6.0,
574
+ "monetary":1500.0,
575
+ "time":50.0,
576
+ "label":"No"
577
+ },
578
+ {
579
+ "id":728,
580
+ "recency":21.0,
581
+ "frequency":1.0,
582
+ "monetary":250.0,
583
+ "time":21.0,
584
+ "label":"No"
585
+ },
586
+ {
587
+ "id":734,
588
+ "recency":23.0,
589
+ "frequency":1.0,
590
+ "monetary":250.0,
591
+ "time":23.0,
592
+ "label":"No"
593
+ },
594
+ {
595
+ "id":744,
596
+ "recency":21.0,
597
+ "frequency":2.0,
598
+ "monetary":500.0,
599
+ "time":52.0,
600
+ "label":"No"
601
+ }
602
+ ]
Blood/seed_4/val_correct.json ADDED
@@ -0,0 +1,506 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id":3,
4
+ "recency":2.0,
5
+ "frequency":20.0,
6
+ "monetary":5000.0,
7
+ "time":45.0,
8
+ "label":"Yes"
9
+ },
10
+ {
11
+ "id":12,
12
+ "recency":2.0,
13
+ "frequency":10.0,
14
+ "monetary":2500.0,
15
+ "time":28.0,
16
+ "label":"Yes"
17
+ },
18
+ {
19
+ "id":16,
20
+ "recency":2.0,
21
+ "frequency":14.0,
22
+ "monetary":3500.0,
23
+ "time":48.0,
24
+ "label":"Yes"
25
+ },
26
+ {
27
+ "id":44,
28
+ "recency":4.0,
29
+ "frequency":20.0,
30
+ "monetary":5000.0,
31
+ "time":69.0,
32
+ "label":"Yes"
33
+ },
34
+ {
35
+ "id":67,
36
+ "recency":0.0,
37
+ "frequency":2.0,
38
+ "monetary":500.0,
39
+ "time":4.0,
40
+ "label":"No"
41
+ },
42
+ {
43
+ "id":71,
44
+ "recency":2.0,
45
+ "frequency":4.0,
46
+ "monetary":1000.0,
47
+ "time":16.0,
48
+ "label":"No"
49
+ },
50
+ {
51
+ "id":92,
52
+ "recency":4.0,
53
+ "frequency":2.0,
54
+ "monetary":500.0,
55
+ "time":4.0,
56
+ "label":"No"
57
+ },
58
+ {
59
+ "id":104,
60
+ "recency":2.0,
61
+ "frequency":5.0,
62
+ "monetary":1250.0,
63
+ "time":26.0,
64
+ "label":"No"
65
+ },
66
+ {
67
+ "id":107,
68
+ "recency":3.0,
69
+ "frequency":5.0,
70
+ "monetary":1250.0,
71
+ "time":26.0,
72
+ "label":"No"
73
+ },
74
+ {
75
+ "id":109,
76
+ "recency":2.0,
77
+ "frequency":10.0,
78
+ "monetary":2500.0,
79
+ "time":64.0,
80
+ "label":"No"
81
+ },
82
+ {
83
+ "id":137,
84
+ "recency":2.0,
85
+ "frequency":12.0,
86
+ "monetary":3000.0,
87
+ "time":98.0,
88
+ "label":"No"
89
+ },
90
+ {
91
+ "id":139,
92
+ "recency":2.0,
93
+ "frequency":2.0,
94
+ "monetary":500.0,
95
+ "time":11.0,
96
+ "label":"No"
97
+ },
98
+ {
99
+ "id":142,
100
+ "recency":4.0,
101
+ "frequency":3.0,
102
+ "monetary":750.0,
103
+ "time":16.0,
104
+ "label":"No"
105
+ },
106
+ {
107
+ "id":183,
108
+ "recency":4.0,
109
+ "frequency":12.0,
110
+ "monetary":3000.0,
111
+ "time":88.0,
112
+ "label":"No"
113
+ },
114
+ {
115
+ "id":185,
116
+ "recency":11.0,
117
+ "frequency":9.0,
118
+ "monetary":2250.0,
119
+ "time":33.0,
120
+ "label":"No"
121
+ },
122
+ {
123
+ "id":191,
124
+ "recency":4.0,
125
+ "frequency":7.0,
126
+ "monetary":1750.0,
127
+ "time":52.0,
128
+ "label":"No"
129
+ },
130
+ {
131
+ "id":198,
132
+ "recency":11.0,
133
+ "frequency":7.0,
134
+ "monetary":1750.0,
135
+ "time":29.0,
136
+ "label":"No"
137
+ },
138
+ {
139
+ "id":211,
140
+ "recency":4.0,
141
+ "frequency":1.0,
142
+ "monetary":250.0,
143
+ "time":4.0,
144
+ "label":"No"
145
+ },
146
+ {
147
+ "id":235,
148
+ "recency":8.0,
149
+ "frequency":10.0,
150
+ "monetary":2500.0,
151
+ "time":63.0,
152
+ "label":"No"
153
+ },
154
+ {
155
+ "id":236,
156
+ "recency":11.0,
157
+ "frequency":3.0,
158
+ "monetary":750.0,
159
+ "time":15.0,
160
+ "label":"No"
161
+ },
162
+ {
163
+ "id":247,
164
+ "recency":7.0,
165
+ "frequency":12.0,
166
+ "monetary":3000.0,
167
+ "time":86.0,
168
+ "label":"No"
169
+ },
170
+ {
171
+ "id":250,
172
+ "recency":11.0,
173
+ "frequency":2.0,
174
+ "monetary":500.0,
175
+ "time":11.0,
176
+ "label":"No"
177
+ },
178
+ {
179
+ "id":285,
180
+ "recency":11.0,
181
+ "frequency":2.0,
182
+ "monetary":500.0,
183
+ "time":14.0,
184
+ "label":"No"
185
+ },
186
+ {
187
+ "id":295,
188
+ "recency":2.0,
189
+ "frequency":4.0,
190
+ "monetary":1000.0,
191
+ "time":70.0,
192
+ "label":"No"
193
+ },
194
+ {
195
+ "id":297,
196
+ "recency":14.0,
197
+ "frequency":2.0,
198
+ "monetary":500.0,
199
+ "time":14.0,
200
+ "label":"No"
201
+ },
202
+ {
203
+ "id":342,
204
+ "recency":11.0,
205
+ "frequency":6.0,
206
+ "monetary":1500.0,
207
+ "time":58.0,
208
+ "label":"No"
209
+ },
210
+ {
211
+ "id":348,
212
+ "recency":11.0,
213
+ "frequency":1.0,
214
+ "monetary":250.0,
215
+ "time":11.0,
216
+ "label":"No"
217
+ },
218
+ {
219
+ "id":351,
220
+ "recency":11.0,
221
+ "frequency":2.0,
222
+ "monetary":500.0,
223
+ "time":21.0,
224
+ "label":"No"
225
+ },
226
+ {
227
+ "id":360,
228
+ "recency":14.0,
229
+ "frequency":6.0,
230
+ "monetary":1500.0,
231
+ "time":51.0,
232
+ "label":"No"
233
+ },
234
+ {
235
+ "id":391,
236
+ "recency":11.0,
237
+ "frequency":4.0,
238
+ "monetary":1000.0,
239
+ "time":59.0,
240
+ "label":"No"
241
+ },
242
+ {
243
+ "id":408,
244
+ "recency":16.0,
245
+ "frequency":1.0,
246
+ "monetary":250.0,
247
+ "time":16.0,
248
+ "label":"No"
249
+ },
250
+ {
251
+ "id":427,
252
+ "recency":14.0,
253
+ "frequency":5.0,
254
+ "monetary":1250.0,
255
+ "time":74.0,
256
+ "label":"No"
257
+ },
258
+ {
259
+ "id":437,
260
+ "recency":14.0,
261
+ "frequency":3.0,
262
+ "monetary":750.0,
263
+ "time":52.0,
264
+ "label":"No"
265
+ },
266
+ {
267
+ "id":458,
268
+ "recency":21.0,
269
+ "frequency":1.0,
270
+ "monetary":250.0,
271
+ "time":21.0,
272
+ "label":"No"
273
+ },
274
+ {
275
+ "id":470,
276
+ "recency":23.0,
277
+ "frequency":5.0,
278
+ "monetary":1250.0,
279
+ "time":58.0,
280
+ "label":"No"
281
+ },
282
+ {
283
+ "id":478,
284
+ "recency":23.0,
285
+ "frequency":1.0,
286
+ "monetary":250.0,
287
+ "time":23.0,
288
+ "label":"No"
289
+ },
290
+ {
291
+ "id":488,
292
+ "recency":21.0,
293
+ "frequency":2.0,
294
+ "monetary":500.0,
295
+ "time":41.0,
296
+ "label":"No"
297
+ },
298
+ {
299
+ "id":489,
300
+ "recency":21.0,
301
+ "frequency":3.0,
302
+ "monetary":750.0,
303
+ "time":64.0,
304
+ "label":"No"
305
+ },
306
+ {
307
+ "id":491,
308
+ "recency":21.0,
309
+ "frequency":3.0,
310
+ "monetary":750.0,
311
+ "time":70.0,
312
+ "label":"No"
313
+ },
314
+ {
315
+ "id":519,
316
+ "recency":4.0,
317
+ "frequency":10.0,
318
+ "monetary":2500.0,
319
+ "time":28.0,
320
+ "label":"Yes"
321
+ },
322
+ {
323
+ "id":523,
324
+ "recency":1.0,
325
+ "frequency":10.0,
326
+ "monetary":2500.0,
327
+ "time":43.0,
328
+ "label":"Yes"
329
+ },
330
+ {
331
+ "id":554,
332
+ "recency":2.0,
333
+ "frequency":4.0,
334
+ "monetary":1000.0,
335
+ "time":23.0,
336
+ "label":"No"
337
+ },
338
+ {
339
+ "id":573,
340
+ "recency":2.0,
341
+ "frequency":2.0,
342
+ "monetary":500.0,
343
+ "time":11.0,
344
+ "label":"No"
345
+ },
346
+ {
347
+ "id":584,
348
+ "recency":2.0,
349
+ "frequency":1.0,
350
+ "monetary":250.0,
351
+ "time":2.0,
352
+ "label":"No"
353
+ },
354
+ {
355
+ "id":620,
356
+ "recency":4.0,
357
+ "frequency":7.0,
358
+ "monetary":1750.0,
359
+ "time":62.0,
360
+ "label":"No"
361
+ },
362
+ {
363
+ "id":623,
364
+ "recency":11.0,
365
+ "frequency":6.0,
366
+ "monetary":1500.0,
367
+ "time":28.0,
368
+ "label":"No"
369
+ },
370
+ {
371
+ "id":634,
372
+ "recency":13.0,
373
+ "frequency":3.0,
374
+ "monetary":750.0,
375
+ "time":16.0,
376
+ "label":"No"
377
+ },
378
+ {
379
+ "id":640,
380
+ "recency":11.0,
381
+ "frequency":8.0,
382
+ "monetary":2000.0,
383
+ "time":52.0,
384
+ "label":"Yes"
385
+ },
386
+ {
387
+ "id":655,
388
+ "recency":16.0,
389
+ "frequency":16.0,
390
+ "monetary":4000.0,
391
+ "time":77.0,
392
+ "label":"No"
393
+ },
394
+ {
395
+ "id":658,
396
+ "recency":11.0,
397
+ "frequency":3.0,
398
+ "monetary":750.0,
399
+ "time":26.0,
400
+ "label":"No"
401
+ },
402
+ {
403
+ "id":664,
404
+ "recency":11.0,
405
+ "frequency":1.0,
406
+ "monetary":250.0,
407
+ "time":11.0,
408
+ "label":"No"
409
+ },
410
+ {
411
+ "id":672,
412
+ "recency":16.0,
413
+ "frequency":15.0,
414
+ "monetary":3750.0,
415
+ "time":87.0,
416
+ "label":"No"
417
+ },
418
+ {
419
+ "id":675,
420
+ "recency":16.0,
421
+ "frequency":3.0,
422
+ "monetary":750.0,
423
+ "time":23.0,
424
+ "label":"No"
425
+ },
426
+ {
427
+ "id":683,
428
+ "recency":11.0,
429
+ "frequency":3.0,
430
+ "monetary":750.0,
431
+ "time":37.0,
432
+ "label":"No"
433
+ },
434
+ {
435
+ "id":689,
436
+ "recency":14.0,
437
+ "frequency":1.0,
438
+ "monetary":250.0,
439
+ "time":14.0,
440
+ "label":"No"
441
+ },
442
+ {
443
+ "id":690,
444
+ "recency":14.0,
445
+ "frequency":1.0,
446
+ "monetary":250.0,
447
+ "time":14.0,
448
+ "label":"No"
449
+ },
450
+ {
451
+ "id":699,
452
+ "recency":21.0,
453
+ "frequency":2.0,
454
+ "monetary":500.0,
455
+ "time":21.0,
456
+ "label":"No"
457
+ },
458
+ {
459
+ "id":701,
460
+ "recency":16.0,
461
+ "frequency":1.0,
462
+ "monetary":250.0,
463
+ "time":16.0,
464
+ "label":"No"
465
+ },
466
+ {
467
+ "id":709,
468
+ "recency":21.0,
469
+ "frequency":6.0,
470
+ "monetary":1500.0,
471
+ "time":48.0,
472
+ "label":"No"
473
+ },
474
+ {
475
+ "id":726,
476
+ "recency":25.0,
477
+ "frequency":6.0,
478
+ "monetary":1500.0,
479
+ "time":50.0,
480
+ "label":"No"
481
+ },
482
+ {
483
+ "id":728,
484
+ "recency":21.0,
485
+ "frequency":1.0,
486
+ "monetary":250.0,
487
+ "time":21.0,
488
+ "label":"No"
489
+ },
490
+ {
491
+ "id":734,
492
+ "recency":23.0,
493
+ "frequency":1.0,
494
+ "monetary":250.0,
495
+ "time":23.0,
496
+ "label":"No"
497
+ },
498
+ {
499
+ "id":744,
500
+ "recency":21.0,
501
+ "frequency":2.0,
502
+ "monetary":500.0,
503
+ "time":52.0,
504
+ "label":"No"
505
+ }
506
+ ]
Blood/seed_50/metrics.json ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "seed": 50,
3
+ "best_params": {
4
+ "max_depth": 5,
5
+ "min_samples_split": 2,
6
+ "min_samples_leaf": 10,
7
+ "criterion": "gini"
8
+ },
9
+ "train_accuracy": 0.8110367892976589,
10
+ "val_accuracy": 0.84,
11
+ "test_accuracy": 0.8,
12
+ "num_train": 598,
13
+ "num_val": 75,
14
+ "num_test": 75,
15
+ "num_train_correct": 485,
16
+ "num_test_correct": 60
17
+ }
Blood/seed_50/rationale/data_with_prompts_train_decision_tree_correct_serialized.json ADDED
The diff for this file is too large to render. See raw diff