dima806 commited on
Commit
13a53a8
·
verified ·
1 Parent(s): 22ca6e9

Upload 63 files

Browse files
.gitattributes ADDED
@@ -0,0 +1 @@
 
 
1
+ artifacts/xgb_churn_model.pkl filter=lfs diff=lfs merge=lfs -text
.gitignore CHANGED
@@ -209,10 +209,8 @@ __marimo__/
209
  # .llm folder is used by some tools to store large language model data, such as embeddings or vector databases.
210
  .llm/
211
 
212
- # Project-specific: generated data, model artifacts, predictions
213
  data/
214
- predictions/
215
- artifacts/
216
 
217
  # vscode settings
218
  .vscode/
 
209
  # .llm folder is used by some tools to store large language model data, such as embeddings or vector databases.
210
  .llm/
211
 
212
+ # Project-specific: generated data
213
  data/
 
 
214
 
215
  # vscode settings
216
  .vscode/
artifacts/best_params.json ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "params": {
3
+ "n_estimators": 100,
4
+ "max_depth": 3,
5
+ "learning_rate": 0.05,
6
+ "subsample": 0.9,
7
+ "colsample_bytree": 0.9,
8
+ "min_child_weight": 10,
9
+ "gamma": 0.3,
10
+ "reg_alpha": 0.5,
11
+ "eval_metric": "auc",
12
+ "random_state": 42
13
+ },
14
+ "score": 0.6629834060787986
15
+ }
artifacts/calibration.json ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "fraction_of_positives": [
3
+ 0.03305785123966942,
4
+ 0.0603448275862069,
5
+ 0.3,
6
+ 0.2631578947368421,
7
+ 0.25,
8
+ 0.375,
9
+ 0.3333333333333333,
10
+ 0.5454545454545454,
11
+ 0.9411764705882353,
12
+ 1.0
13
+ ],
14
+ "mean_predicted_value": [
15
+ 0.06147084586814908,
16
+ 0.13957641607728496,
17
+ 0.2474509060382843,
18
+ 0.3444486981944034,
19
+ 0.4391064327210188,
20
+ 0.5464299023151398,
21
+ 0.6374272571669685,
22
+ 0.7419974532994357,
23
+ 0.8453481109703288,
24
+ 0.9520342268727042
25
+ ],
26
+ "ece": 0.075466,
27
+ "n_bins": 10
28
+ }
artifacts/category_summary.json ADDED
@@ -0,0 +1,104 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "segment": [
3
+ {
4
+ "category": "bronze",
5
+ "actual_churn_rate": 0.275,
6
+ "predicted_churn_rate": 0.30292487144470215,
7
+ "count": 160
8
+ },
9
+ {
10
+ "category": "gold",
11
+ "actual_churn_rate": 0.14666666666666667,
12
+ "predicted_churn_rate": 0.22922904789447784,
13
+ "count": 75
14
+ },
15
+ {
16
+ "category": "platinum",
17
+ "actual_churn_rate": 0.27586206896551724,
18
+ "predicted_churn_rate": 0.3489484190940857,
19
+ "count": 29
20
+ },
21
+ {
22
+ "category": "silver",
23
+ "actual_churn_rate": 0.26515151515151514,
24
+ "predicted_churn_rate": 0.29753246903419495,
25
+ "count": 132
26
+ }
27
+ ],
28
+ "channel": [
29
+ {
30
+ "category": "email",
31
+ "actual_churn_rate": 0.26373626373626374,
32
+ "predicted_churn_rate": 0.29940155148506165,
33
+ "count": 91
34
+ },
35
+ {
36
+ "category": "organic",
37
+ "actual_churn_rate": 0.224,
38
+ "predicted_churn_rate": 0.2834429442882538,
39
+ "count": 125
40
+ },
41
+ {
42
+ "category": "paid_search",
43
+ "actual_churn_rate": 0.1891891891891892,
44
+ "predicted_churn_rate": 0.2616746723651886,
45
+ "count": 74
46
+ },
47
+ {
48
+ "category": "social",
49
+ "actual_churn_rate": 0.3018867924528302,
50
+ "predicted_churn_rate": 0.3114538788795471,
51
+ "count": 106
52
+ }
53
+ ],
54
+ "country": [
55
+ {
56
+ "category": "AU",
57
+ "actual_churn_rate": 0.3333333333333333,
58
+ "predicted_churn_rate": 0.28507885336875916,
59
+ "count": 30
60
+ },
61
+ {
62
+ "category": "CA",
63
+ "actual_churn_rate": 0.3170731707317073,
64
+ "predicted_churn_rate": 0.3996576964855194,
65
+ "count": 41
66
+ },
67
+ {
68
+ "category": "DE",
69
+ "actual_churn_rate": 0.10810810810810811,
70
+ "predicted_churn_rate": 0.2506325840950012,
71
+ "count": 37
72
+ },
73
+ {
74
+ "category": "ES",
75
+ "actual_churn_rate": 0.25,
76
+ "predicted_churn_rate": 0.2409515231847763,
77
+ "count": 12
78
+ },
79
+ {
80
+ "category": "FR",
81
+ "actual_churn_rate": 0.2571428571428571,
82
+ "predicted_churn_rate": 0.299044132232666,
83
+ "count": 35
84
+ },
85
+ {
86
+ "category": "NL",
87
+ "actual_churn_rate": 0.10714285714285714,
88
+ "predicted_churn_rate": 0.2509339153766632,
89
+ "count": 28
90
+ },
91
+ {
92
+ "category": "UK",
93
+ "actual_churn_rate": 0.3125,
94
+ "predicted_churn_rate": 0.3136618435382843,
95
+ "count": 64
96
+ },
97
+ {
98
+ "category": "US",
99
+ "actual_churn_rate": 0.24161073825503357,
100
+ "predicted_churn_rate": 0.27103179693222046,
101
+ "count": 149
102
+ }
103
+ ]
104
+ }
artifacts/customer_stats.json ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "segment": {
3
+ "bronze": 811,
4
+ "silver": 613,
5
+ "gold": 402,
6
+ "platinum": 174
7
+ },
8
+ "channel": {
9
+ "organic": 592,
10
+ "social": 515,
11
+ "email": 492,
12
+ "paid_search": 401
13
+ },
14
+ "country": {
15
+ "US": 747,
16
+ "UK": 284,
17
+ "DE": 202,
18
+ "FR": 198,
19
+ "CA": 194,
20
+ "AU": 161,
21
+ "NL": 126,
22
+ "ES": 88
23
+ }
24
+ }
artifacts/distribution_shift.json ADDED
@@ -0,0 +1,27 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "adversarial_auc": 0.4797934778595909,
3
+ "feature_ks": {
4
+ "recency": 0.034183994959042216,
5
+ "frequency": 0.028298103912470642,
6
+ "monetary": 0.03429856218135991,
7
+ "avg_order_value": 0.04204617059059403,
8
+ "max_order_value": 0.047745889900899355,
9
+ "avg_inter_order_days": 0.046757747608409235,
10
+ "std_inter_order_days": 0.03946363445418266,
11
+ "orders_last_30d": 0.010186935517748371,
12
+ "spend_last_30d": 0.02253155372248,
13
+ "orders_last_60d": 0.026083137614328542,
14
+ "spend_last_60d": 0.030560806553245116,
15
+ "orders_last_90d": 0.02297072807469783,
16
+ "spend_last_90d": 0.03416490042198927,
17
+ "ratio_recent_historical": 0.018120715663248743,
18
+ "order_frequency_slope": 0.01969124133585381,
19
+ "spend_slope": 0.029133489908537168,
20
+ "rolling_avg_orders_3m": 0.03299536002749613,
21
+ "spend_change_ratio": 0.03978346794981956,
22
+ "tenure_days": 0.002520478890989288,
23
+ "segment_encoded": 0.032269767619484066,
24
+ "channel_encoded": 0.03954001260239445,
25
+ "country_encoded": 0.03832750949953218
26
+ }
27
+ }
artifacts/eval_metrics.json ADDED
@@ -0,0 +1,18 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "roc_auc": 0.9071531297082591,
3
+ "pr_auc": 0.8392666046295794,
4
+ "brier_score": 0.09406806528568268,
5
+ "precision": 0.8697876197876199,
6
+ "recall": 0.8737373737373737,
7
+ "f1": 0.8703300342644605,
8
+ "threshold": 0.5,
9
+ "n_samples": 396,
10
+ "churn_rate": 0.2474747474747475,
11
+ "baseline_roc_auc": 0.784515819750719,
12
+ "baseline_pr_auc": 0.5040936578318393,
13
+ "baseline_brier_score": 0.19994623553457092,
14
+ "baseline_precision": 0.7819499341238472,
15
+ "baseline_recall": 0.6691919191919192,
16
+ "baseline_f1": 0.691831622186609,
17
+ "baseline_n_samples": 396
18
+ }
artifacts/feature_cols.json ADDED
@@ -0,0 +1 @@
 
 
1
+ ["recency", "frequency", "monetary", "avg_order_value", "max_order_value", "avg_inter_order_days", "std_inter_order_days", "orders_last_30d", "spend_last_30d", "orders_last_60d", "spend_last_60d", "orders_last_90d", "spend_last_90d", "ratio_recent_historical", "order_frequency_slope", "spend_slope", "rolling_avg_orders_3m", "spend_change_ratio", "tenure_days", "segment_encoded", "channel_encoded", "country_encoded"]
artifacts/feature_importance.json ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "orders_last_90d": 0.6262678503990173,
3
+ "recency": 0.10565422475337982,
4
+ "orders_last_30d": 0.08649858832359314,
5
+ "ratio_recent_historical": 0.021234769374132156,
6
+ "avg_inter_order_days": 0.019732365384697914,
7
+ "order_frequency_slope": 0.01956370286643505,
8
+ "std_inter_order_days": 0.018864711746573448,
9
+ "frequency": 0.01381397433578968,
10
+ "spend_slope": 0.013289142400026321,
11
+ "spend_change_ratio": 0.010942579247057438,
12
+ "tenure_days": 0.010660598985850811,
13
+ "monetary": 0.008505325764417648,
14
+ "spend_last_30d": 0.008267641067504883,
15
+ "country_encoded": 0.006931188516318798,
16
+ "avg_order_value": 0.005582088604569435,
17
+ "max_order_value": 0.005193372722715139,
18
+ "rolling_avg_orders_3m": 0.005122099071741104,
19
+ "channel_encoded": 0.004465422127395868,
20
+ "spend_last_90d": 0.003478861413896084,
21
+ "segment_encoded": 0.0034064268693327904,
22
+ "spend_last_60d": 0.002525023650377989,
23
+ "orders_last_60d": 0.0
24
+ }
artifacts/guardrails.json ADDED
@@ -0,0 +1,93 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "check": "min_roc_auc",
4
+ "value": 0.9071531297082591,
5
+ "threshold": 0.65,
6
+ "passed": true,
7
+ "message": "min_roc_auc: 0.9072 >= 0.65 \u2192 PASS"
8
+ },
9
+ {
10
+ "check": "max_brier_score",
11
+ "value": 0.09406806528568268,
12
+ "threshold": 0.25,
13
+ "passed": true,
14
+ "message": "max_brier_score: 0.0941 <= 0.25 \u2192 PASS"
15
+ },
16
+ {
17
+ "check": "max_ece",
18
+ "value": 0.075466,
19
+ "threshold": 0.1,
20
+ "passed": true,
21
+ "message": "max_ece: 0.0755 <= 0.1 \u2192 PASS"
22
+ },
23
+ {
24
+ "check": "min_coverage",
25
+ "value": 0.9915,
26
+ "threshold": 0.5,
27
+ "passed": true,
28
+ "message": "min_coverage: 0.9915 >= 0.5 \u2192 PASS"
29
+ },
30
+ {
31
+ "check": "min_pr_auc",
32
+ "value": 0.8392666046295794,
33
+ "threshold": 0.2,
34
+ "passed": true,
35
+ "message": "min_pr_auc: 0.8393 >= 0.2 \u2192 PASS"
36
+ },
37
+ {
38
+ "check": "max_train_test_roc_gap",
39
+ "value": -0.020647611951881917,
40
+ "threshold": 0.15,
41
+ "passed": true,
42
+ "message": "train_test_roc_gap: train=0.8865 test=0.9072 gap=-0.0206 <= 0.15 \u2192 PASS"
43
+ },
44
+ {
45
+ "check": "ml_vs_baseline_roc_auc",
46
+ "value": 0.12263730995754007,
47
+ "threshold": -0.05,
48
+ "passed": true,
49
+ "message": "ml_vs_baseline_roc_auc: ml=0.9072 baseline=0.7845 diff=+0.1226 >= -0.05 \u2192 PASS"
50
+ },
51
+ {
52
+ "check": "ml_vs_baseline_pr_auc",
53
+ "value": 0.33517294679774,
54
+ "threshold": -0.05,
55
+ "passed": true,
56
+ "message": "ml_vs_baseline_pr_auc: ml=0.8393 baseline=0.5041 diff=+0.3352 >= -0.05 \u2192 PASS"
57
+ },
58
+ {
59
+ "check": "baseline_min_roc_auc",
60
+ "value": 0.784515819750719,
61
+ "threshold": 0.65,
62
+ "passed": true,
63
+ "message": "baseline_min_roc_auc: 0.7845 >= 0.65 \u2192 PASS"
64
+ },
65
+ {
66
+ "check": "baseline_min_pr_auc",
67
+ "value": 0.5040936578318393,
68
+ "threshold": 0.4,
69
+ "passed": true,
70
+ "message": "baseline_min_pr_auc: 0.5041 >= 0.4 \u2192 PASS"
71
+ },
72
+ {
73
+ "check": "baseline_min_precision",
74
+ "value": 0.7819499341238472,
75
+ "threshold": 0.55,
76
+ "passed": true,
77
+ "message": "baseline_min_precision: 0.7819 >= 0.55 \u2192 PASS"
78
+ },
79
+ {
80
+ "check": "baseline_min_recall",
81
+ "value": 0.6691919191919192,
82
+ "threshold": 0.55,
83
+ "passed": true,
84
+ "message": "baseline_min_recall: 0.6692 >= 0.55 \u2192 PASS"
85
+ },
86
+ {
87
+ "check": "max_adversarial_auc",
88
+ "value": 0.4797934778595909,
89
+ "threshold": 0.7,
90
+ "passed": true,
91
+ "message": "max_adversarial_auc: 0.4798 <= 0.7 \u2192 PASS"
92
+ }
93
+ ]
artifacts/roc_curve.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"fpr": [0.0, 0.0, 0.0, 0.003355704697986577, 0.003355704697986577, 0.006711409395973154, 0.006711409395973154, 0.010067114093959731, 0.010067114093959731, 0.020134228187919462, 0.020134228187919462, 0.02348993288590604, 0.02348993288590604, 0.030201342281879196, 0.030201342281879196, 0.040268456375838924, 0.040268456375838924, 0.05704697986577181, 0.05704697986577181, 0.06375838926174497, 0.06375838926174497, 0.0738255033557047, 0.0738255033557047, 0.08053691275167785, 0.08053691275167785, 0.10067114093959731, 0.10067114093959731, 0.11073825503355705, 0.11073825503355705, 0.11409395973154363, 0.11409395973154363, 0.1174496644295302, 0.1174496644295302, 0.12751677852348994, 0.12751677852348994, 0.1476510067114094, 0.1476510067114094, 0.15771812080536912, 0.15771812080536912, 0.16778523489932887, 0.16778523489932887, 0.17785234899328858, 0.18120805369127516, 0.1912751677852349, 0.1912751677852349, 0.19463087248322147, 0.19463087248322147, 0.20469798657718122, 0.20469798657718122, 0.2214765100671141, 0.2214765100671141, 0.2348993288590604, 0.2348993288590604, 0.27181208053691275, 0.27181208053691275, 0.2953020134228188, 0.2953020134228188, 0.3187919463087248, 0.3187919463087248, 0.3288590604026846, 0.3288590604026846, 0.41946308724832215, 0.4261744966442953, 0.46308724832214765, 0.4697986577181208, 0.4798657718120805, 0.4865771812080537, 0.5201342281879194, 0.5201342281879194, 0.5369127516778524, 0.5369127516778524, 0.6375838926174496, 0.6375838926174496, 0.6912751677852349, 0.6912751677852349, 0.761744966442953, 0.761744966442953, 0.8557046979865772, 0.8557046979865772, 1.0], "tpr": [0.0, 0.01020408163265306, 0.45918367346938777, 0.45918367346938777, 0.5204081632653061, 0.5204081632653061, 0.5510204081632653, 0.5510204081632653, 0.5714285714285714, 0.5714285714285714, 0.6122448979591837, 0.6122448979591837, 0.6224489795918368, 0.6224489795918368, 0.6326530612244898, 0.6326530612244898, 0.6428571428571429, 0.6428571428571429, 0.673469387755102, 0.673469387755102, 0.6836734693877551, 0.6836734693877551, 0.6938775510204082, 0.6938775510204082, 0.7040816326530612, 0.7040816326530612, 0.7244897959183674, 0.7244897959183674, 0.7346938775510204, 0.7346938775510204, 0.7448979591836735, 0.7448979591836735, 0.7551020408163265, 0.7551020408163265, 0.7653061224489796, 0.7653061224489796, 0.7755102040816326, 0.7755102040816326, 0.7959183673469388, 0.7959183673469388, 0.8061224489795918, 0.8061224489795918, 0.8163265306122449, 0.8163265306122449, 0.826530612244898, 0.826530612244898, 0.8367346938775511, 0.8367346938775511, 0.8673469387755102, 0.8673469387755102, 0.8775510204081632, 0.8775510204081632, 0.8877551020408163, 0.8877551020408163, 0.8979591836734694, 0.8979591836734694, 0.9081632653061225, 0.9081632653061225, 0.9285714285714286, 0.9285714285714286, 0.9387755102040817, 0.9387755102040817, 0.9387755102040817, 0.9387755102040817, 0.9387755102040817, 0.9387755102040817, 0.9387755102040817, 0.9387755102040817, 0.9489795918367347, 0.9489795918367347, 0.9591836734693877, 0.9591836734693877, 0.9693877551020408, 0.9693877551020408, 0.9795918367346939, 0.9795918367346939, 0.9897959183673469, 0.9897959183673469, 1.0, 1.0]}
artifacts/xgb_churn_model.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e04e429e179a51fc7b360990a7c975b05acab11a659c6b1a546ad301a4987437
3
+ size 115809
predictions/churn_predictions.csv ADDED
@@ -0,0 +1,1984 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ customer_id,churn_probability,risk_bucket
2
+ 1,0.204737,low
3
+ 2,0.355285,low
4
+ 3,0.034691,low
5
+ 4,0.27854,low
6
+ 5,0.063069,low
7
+ 6,0.13145,low
8
+ 7,0.052942,low
9
+ 8,0.894262,high
10
+ 9,0.232217,low
11
+ 10,0.130242,low
12
+ 11,0.1476,low
13
+ 12,0.259462,low
14
+ 13,0.852365,high
15
+ 14,0.061029,low
16
+ 15,0.133458,low
17
+ 16,0.306141,low
18
+ 17,0.95725,high
19
+ 18,0.162609,low
20
+ 19,0.16259,low
21
+ 20,0.890777,high
22
+ 21,0.251843,low
23
+ 22,0.143018,low
24
+ 23,0.022135,low
25
+ 24,0.054619,low
26
+ 25,0.133572,low
27
+ 26,0.02692,low
28
+ 27,0.128735,low
29
+ 28,0.041702,low
30
+ 29,0.029966,low
31
+ 30,0.819166,high
32
+ 31,0.165703,low
33
+ 32,0.039092,low
34
+ 33,0.133458,low
35
+ 34,0.168861,low
36
+ 35,0.143539,low
37
+ 36,0.03507,low
38
+ 37,0.200582,low
39
+ 38,0.294157,low
40
+ 39,0.031849,low
41
+ 40,0.84719,high
42
+ 41,0.268172,low
43
+ 42,0.181594,low
44
+ 43,0.283433,low
45
+ 44,0.129839,low
46
+ 45,0.055133,low
47
+ 46,0.807659,high
48
+ 47,0.146414,low
49
+ 48,0.044532,low
50
+ 49,0.918863,high
51
+ 50,0.149095,low
52
+ 51,0.036989,low
53
+ 52,0.16662,low
54
+ 53,0.220769,low
55
+ 54,0.080488,low
56
+ 55,0.10366,low
57
+ 56,0.048844,low
58
+ 57,0.731651,high
59
+ 58,0.872297,high
60
+ 59,0.165631,low
61
+ 60,0.031744,low
62
+ 61,0.101941,low
63
+ 62,0.124118,low
64
+ 63,0.845433,high
65
+ 64,0.108004,low
66
+ 65,0.872516,high
67
+ 66,0.936718,high
68
+ 67,0.22831,low
69
+ 68,0.244527,low
70
+ 69,0.074404,low
71
+ 70,0.154116,low
72
+ 71,0.228294,low
73
+ 72,0.312825,low
74
+ 73,0.09667,low
75
+ 74,0.147474,low
76
+ 75,0.14048,low
77
+ 76,0.051182,low
78
+ 77,0.202932,low
79
+ 78,0.85666,high
80
+ 79,0.971126,high
81
+ 80,0.724103,high
82
+ 81,0.194041,low
83
+ 82,0.415328,medium
84
+ 83,0.706508,high
85
+ 84,0.060014,low
86
+ 85,0.081913,low
87
+ 86,0.103342,low
88
+ 87,0.711996,high
89
+ 88,0.336329,low
90
+ 89,0.187567,low
91
+ 90,0.286694,low
92
+ 91,0.063299,low
93
+ 92,0.127675,low
94
+ 93,0.150152,low
95
+ 94,0.136123,low
96
+ 95,0.410199,medium
97
+ 96,0.856919,high
98
+ 97,0.285237,low
99
+ 98,0.033127,low
100
+ 99,0.082035,low
101
+ 100,0.047845,low
102
+ 101,0.081905,low
103
+ 102,0.34301,low
104
+ 103,0.165579,low
105
+ 104,0.096797,low
106
+ 105,0.960828,high
107
+ 106,0.094879,low
108
+ 107,0.148282,low
109
+ 108,0.405438,medium
110
+ 109,0.078704,low
111
+ 110,0.129374,low
112
+ 111,0.160573,low
113
+ 112,0.073072,low
114
+ 113,0.134316,low
115
+ 114,0.04501,low
116
+ 115,0.031899,low
117
+ 116,0.056983,low
118
+ 117,0.52588,medium
119
+ 118,0.316849,low
120
+ 119,0.155127,low
121
+ 120,0.95417,high
122
+ 121,0.807448,high
123
+ 122,0.234699,low
124
+ 123,0.237176,low
125
+ 124,0.143347,low
126
+ 125,0.825202,high
127
+ 126,0.227521,low
128
+ 127,0.254667,low
129
+ 128,0.142232,low
130
+ 129,0.050668,low
131
+ 130,0.830976,high
132
+ 131,0.133384,low
133
+ 132,0.09269,low
134
+ 133,0.875113,high
135
+ 134,0.146414,low
136
+ 135,0.108154,low
137
+ 136,0.088805,low
138
+ 137,0.140575,low
139
+ 138,0.137857,low
140
+ 139,0.11953,low
141
+ 140,0.166895,low
142
+ 141,0.171435,low
143
+ 142,0.299099,low
144
+ 143,0.116899,low
145
+ 144,0.734838,high
146
+ 145,0.141234,low
147
+ 146,0.683032,medium
148
+ 147,0.441255,medium
149
+ 148,0.377783,low
150
+ 149,0.400592,medium
151
+ 150,0.139992,low
152
+ 151,0.107811,low
153
+ 152,0.270069,low
154
+ 153,0.694968,medium
155
+ 154,0.106032,low
156
+ 155,0.074944,low
157
+ 156,0.081027,low
158
+ 157,0.082115,low
159
+ 158,0.348195,low
160
+ 159,0.069439,low
161
+ 160,0.121968,low
162
+ 161,0.078384,low
163
+ 162,0.091911,low
164
+ 163,0.706098,high
165
+ 164,0.019916,low
166
+ 165,0.811162,high
167
+ 166,0.157181,low
168
+ 167,0.235663,low
169
+ 168,0.231596,low
170
+ 169,0.153058,low
171
+ 170,0.056874,low
172
+ 171,0.027027,low
173
+ 172,0.743409,high
174
+ 173,0.078384,low
175
+ 174,0.040833,low
176
+ 175,0.614381,medium
177
+ 176,0.081159,low
178
+ 177,0.145765,low
179
+ 178,0.221251,low
180
+ 179,0.084882,low
181
+ 180,0.034192,low
182
+ 181,0.21542,low
183
+ 182,0.834556,high
184
+ 183,0.965997,high
185
+ 184,0.666312,medium
186
+ 185,0.084645,low
187
+ 186,0.836303,high
188
+ 187,0.136221,low
189
+ 188,0.02943,low
190
+ 189,0.051848,low
191
+ 190,0.094405,low
192
+ 191,0.029967,low
193
+ 192,0.359943,low
194
+ 193,0.088081,low
195
+ 194,0.072005,low
196
+ 195,0.844091,high
197
+ 196,0.835189,high
198
+ 197,0.852147,high
199
+ 198,0.060943,low
200
+ 199,0.26418,low
201
+ 200,0.180819,low
202
+ 201,0.813848,high
203
+ 202,0.228059,low
204
+ 203,0.845433,high
205
+ 204,0.087551,low
206
+ 205,0.208815,low
207
+ 206,0.080714,low
208
+ 207,0.261597,low
209
+ 208,0.063152,low
210
+ 209,0.188041,low
211
+ 210,0.890777,high
212
+ 211,0.151556,low
213
+ 212,0.85803,high
214
+ 213,0.191302,low
215
+ 214,0.082456,low
216
+ 215,0.639016,medium
217
+ 216,0.134294,low
218
+ 217,0.115411,low
219
+ 218,0.046709,low
220
+ 219,0.271721,low
221
+ 220,0.137857,low
222
+ 221,0.133038,low
223
+ 222,0.137771,low
224
+ 223,0.283147,low
225
+ 224,0.139915,low
226
+ 225,0.061764,low
227
+ 226,0.116011,low
228
+ 227,0.178126,low
229
+ 228,0.836613,high
230
+ 229,0.954119,high
231
+ 230,0.042253,low
232
+ 231,0.082254,low
233
+ 233,0.142528,low
234
+ 234,0.963917,high
235
+ 235,0.685433,medium
236
+ 236,0.081571,low
237
+ 237,0.414827,medium
238
+ 238,0.065196,low
239
+ 239,0.064295,low
240
+ 240,0.0461,low
241
+ 241,0.296552,low
242
+ 242,0.140338,low
243
+ 243,0.294003,low
244
+ 244,0.968946,high
245
+ 246,0.164693,low
246
+ 247,0.720257,high
247
+ 248,0.131098,low
248
+ 249,0.295666,low
249
+ 250,0.13705,low
250
+ 251,0.11671,low
251
+ 252,0.034334,low
252
+ 254,0.521392,medium
253
+ 255,0.040042,low
254
+ 256,0.058857,low
255
+ 257,0.161436,low
256
+ 258,0.14346,low
257
+ 259,0.028525,low
258
+ 260,0.971126,high
259
+ 261,0.070106,low
260
+ 262,0.087475,low
261
+ 263,0.126486,low
262
+ 264,0.311094,low
263
+ 265,0.078259,low
264
+ 266,0.099835,low
265
+ 267,0.163663,low
266
+ 268,0.035878,low
267
+ 269,0.052276,low
268
+ 270,0.141441,low
269
+ 271,0.070866,low
270
+ 272,0.659732,medium
271
+ 273,0.09141,low
272
+ 274,0.939589,high
273
+ 275,0.534723,medium
274
+ 276,0.384554,low
275
+ 277,0.467003,medium
276
+ 278,0.879908,high
277
+ 279,0.04503,low
278
+ 280,0.081791,low
279
+ 281,0.05668,low
280
+ 282,0.061744,low
281
+ 283,0.051393,low
282
+ 284,0.273768,low
283
+ 285,0.936711,high
284
+ 286,0.560862,medium
285
+ 287,0.033272,low
286
+ 288,0.281313,low
287
+ 289,0.386648,low
288
+ 290,0.758459,high
289
+ 291,0.021731,low
290
+ 292,0.09727,low
291
+ 293,0.088647,low
292
+ 294,0.108678,low
293
+ 295,0.125924,low
294
+ 296,0.224522,low
295
+ 297,0.066415,low
296
+ 298,0.734534,high
297
+ 299,0.110176,low
298
+ 300,0.960425,high
299
+ 301,0.743409,high
300
+ 302,0.170561,low
301
+ 303,0.964544,high
302
+ 304,0.957753,high
303
+ 305,0.142507,low
304
+ 306,0.461194,medium
305
+ 307,0.151389,low
306
+ 308,0.762911,high
307
+ 309,0.079366,low
308
+ 310,0.084715,low
309
+ 311,0.175876,low
310
+ 312,0.452767,medium
311
+ 313,0.041453,low
312
+ 314,0.204654,low
313
+ 315,0.174927,low
314
+ 316,0.134934,low
315
+ 318,0.143504,low
316
+ 319,0.174153,low
317
+ 320,0.216419,low
318
+ 321,0.142243,low
319
+ 322,0.626035,medium
320
+ 323,0.164302,low
321
+ 324,0.967481,high
322
+ 325,0.2935,low
323
+ 326,0.646946,medium
324
+ 327,0.095958,low
325
+ 328,0.839765,high
326
+ 329,0.943256,high
327
+ 330,0.342404,low
328
+ 331,0.132599,low
329
+ 332,0.045763,low
330
+ 333,0.035032,low
331
+ 334,0.119737,low
332
+ 335,0.106384,low
333
+ 336,0.879442,high
334
+ 337,0.436319,medium
335
+ 338,0.809272,high
336
+ 339,0.140546,low
337
+ 340,0.102796,low
338
+ 341,0.158352,low
339
+ 342,0.166204,low
340
+ 343,0.405674,medium
341
+ 344,0.931135,high
342
+ 345,0.234385,low
343
+ 346,0.84719,high
344
+ 347,0.061998,low
345
+ 348,0.044385,low
346
+ 349,0.839964,high
347
+ 350,0.067486,low
348
+ 351,0.711127,high
349
+ 352,0.049676,low
350
+ 353,0.82102,high
351
+ 354,0.904581,high
352
+ 355,0.755065,high
353
+ 356,0.556479,medium
354
+ 357,0.142754,low
355
+ 358,0.08686,low
356
+ 359,0.173943,low
357
+ 360,0.102846,low
358
+ 361,0.066617,low
359
+ 362,0.873146,high
360
+ 363,0.088834,low
361
+ 364,0.103354,low
362
+ 365,0.2351,low
363
+ 366,0.446712,medium
364
+ 367,0.148978,low
365
+ 368,0.081983,low
366
+ 369,0.616139,medium
367
+ 370,0.110051,low
368
+ 371,0.835103,high
369
+ 372,0.039186,low
370
+ 373,0.137413,low
371
+ 374,0.162443,low
372
+ 375,0.399715,low
373
+ 376,0.179351,low
374
+ 377,0.035095,low
375
+ 378,0.127993,low
376
+ 379,0.1911,low
377
+ 380,0.206839,low
378
+ 381,0.094949,low
379
+ 382,0.087851,low
380
+ 383,0.165832,low
381
+ 384,0.145384,low
382
+ 385,0.140407,low
383
+ 386,0.132902,low
384
+ 387,0.089269,low
385
+ 388,0.16112,low
386
+ 389,0.340942,low
387
+ 390,0.124477,low
388
+ 391,0.931649,high
389
+ 392,0.227253,low
390
+ 393,0.956458,high
391
+ 394,0.083545,low
392
+ 395,0.081257,low
393
+ 396,0.150411,low
394
+ 397,0.171389,low
395
+ 398,0.07381,low
396
+ 399,0.140004,low
397
+ 400,0.152748,low
398
+ 401,0.1529,low
399
+ 402,0.041052,low
400
+ 403,0.636917,medium
401
+ 404,0.049012,low
402
+ 405,0.099659,low
403
+ 406,0.055843,low
404
+ 407,0.047053,low
405
+ 408,0.053522,low
406
+ 409,0.03862,low
407
+ 410,0.118214,low
408
+ 411,0.093041,low
409
+ 412,0.853294,high
410
+ 413,0.050979,low
411
+ 414,0.070748,low
412
+ 415,0.180558,low
413
+ 416,0.558493,medium
414
+ 417,0.056137,low
415
+ 418,0.128638,low
416
+ 419,0.082348,low
417
+ 420,0.175793,low
418
+ 421,0.875031,high
419
+ 422,0.099173,low
420
+ 423,0.111781,low
421
+ 424,0.08466,low
422
+ 425,0.968027,high
423
+ 426,0.07712,low
424
+ 427,0.069625,low
425
+ 428,0.168932,low
426
+ 429,0.134077,low
427
+ 430,0.206496,low
428
+ 431,0.275894,low
429
+ 432,0.032411,low
430
+ 433,0.040173,low
431
+ 434,0.124253,low
432
+ 435,0.05553,low
433
+ 436,0.042887,low
434
+ 437,0.257628,low
435
+ 438,0.103883,low
436
+ 439,0.936752,high
437
+ 440,0.825157,high
438
+ 441,0.067482,low
439
+ 442,0.781423,high
440
+ 443,0.875559,high
441
+ 444,0.05457,low
442
+ 445,0.191879,low
443
+ 446,0.848509,high
444
+ 447,0.055141,low
445
+ 448,0.971382,high
446
+ 449,0.028794,low
447
+ 450,0.273535,low
448
+ 451,0.394212,low
449
+ 452,0.066841,low
450
+ 453,0.083544,low
451
+ 454,0.040828,low
452
+ 455,0.041736,low
453
+ 456,0.040612,low
454
+ 457,0.033568,low
455
+ 458,0.125166,low
456
+ 459,0.076408,low
457
+ 460,0.867088,high
458
+ 461,0.971381,high
459
+ 462,0.066406,low
460
+ 463,0.071871,low
461
+ 464,0.163401,low
462
+ 465,0.824877,high
463
+ 466,0.087354,low
464
+ 467,0.502732,medium
465
+ 468,0.214306,low
466
+ 469,0.133715,low
467
+ 470,0.723765,high
468
+ 471,0.163288,low
469
+ 472,0.440926,medium
470
+ 473,0.050712,low
471
+ 474,0.041844,low
472
+ 475,0.035175,low
473
+ 476,0.137621,low
474
+ 477,0.333205,low
475
+ 478,0.969783,high
476
+ 479,0.081059,low
477
+ 480,0.498654,medium
478
+ 481,0.182655,low
479
+ 482,0.133181,low
480
+ 483,0.448848,medium
481
+ 484,0.148352,low
482
+ 485,0.376831,low
483
+ 486,0.13705,low
484
+ 487,0.627486,medium
485
+ 488,0.317841,low
486
+ 489,0.859818,high
487
+ 490,0.782626,high
488
+ 491,0.266877,low
489
+ 492,0.952441,high
490
+ 493,0.304288,low
491
+ 494,0.133734,low
492
+ 495,0.068584,low
493
+ 496,0.846628,high
494
+ 497,0.223194,low
495
+ 498,0.851878,high
496
+ 499,0.120249,low
497
+ 500,0.860258,high
498
+ 501,0.884446,high
499
+ 502,0.072044,low
500
+ 503,0.130558,low
501
+ 504,0.796775,high
502
+ 505,0.931199,high
503
+ 506,0.059417,low
504
+ 507,0.130167,low
505
+ 508,0.209021,low
506
+ 509,0.140937,low
507
+ 510,0.128939,low
508
+ 511,0.130365,low
509
+ 512,0.846234,high
510
+ 513,0.042537,low
511
+ 514,0.159865,low
512
+ 515,0.250615,low
513
+ 516,0.189877,low
514
+ 517,0.228618,low
515
+ 518,0.067107,low
516
+ 519,0.043584,low
517
+ 520,0.312241,low
518
+ 521,0.090925,low
519
+ 522,0.529228,medium
520
+ 523,0.147941,low
521
+ 524,0.389382,low
522
+ 525,0.063808,low
523
+ 526,0.155278,low
524
+ 527,0.248592,low
525
+ 528,0.387612,low
526
+ 529,0.850716,high
527
+ 530,0.172088,low
528
+ 531,0.166175,low
529
+ 532,0.16079,low
530
+ 533,0.178108,low
531
+ 534,0.388963,low
532
+ 535,0.042177,low
533
+ 536,0.034579,low
534
+ 537,0.950326,high
535
+ 538,0.056684,low
536
+ 539,0.114237,low
537
+ 540,0.049139,low
538
+ 541,0.045208,low
539
+ 542,0.798184,high
540
+ 543,0.063133,low
541
+ 544,0.844632,high
542
+ 545,0.046839,low
543
+ 546,0.38014,low
544
+ 547,0.322812,low
545
+ 548,0.047338,low
546
+ 549,0.829056,high
547
+ 550,0.288762,low
548
+ 551,0.125482,low
549
+ 552,0.03415,low
550
+ 553,0.471195,medium
551
+ 554,0.206442,low
552
+ 555,0.875559,high
553
+ 556,0.096786,low
554
+ 557,0.262532,low
555
+ 558,0.34443,low
556
+ 559,0.476668,medium
557
+ 560,0.59249,medium
558
+ 561,0.305354,low
559
+ 562,0.754072,high
560
+ 563,0.045057,low
561
+ 564,0.968996,high
562
+ 565,0.283955,low
563
+ 566,0.177199,low
564
+ 567,0.831594,high
565
+ 568,0.290941,low
566
+ 569,0.126446,low
567
+ 570,0.964387,high
568
+ 571,0.200268,low
569
+ 572,0.03844,low
570
+ 573,0.161101,low
571
+ 574,0.035476,low
572
+ 575,0.052297,low
573
+ 576,0.872966,high
574
+ 577,0.028702,low
575
+ 578,0.919143,high
576
+ 579,0.091035,low
577
+ 580,0.129985,low
578
+ 581,0.602506,medium
579
+ 582,0.118365,low
580
+ 583,0.046876,low
581
+ 584,0.657725,medium
582
+ 585,0.166978,low
583
+ 586,0.87395,high
584
+ 587,0.070114,low
585
+ 588,0.107997,low
586
+ 589,0.831085,high
587
+ 590,0.432357,medium
588
+ 591,0.064105,low
589
+ 592,0.123914,low
590
+ 593,0.285749,low
591
+ 594,0.872966,high
592
+ 595,0.094943,low
593
+ 596,0.048842,low
594
+ 597,0.085706,low
595
+ 598,0.963036,high
596
+ 599,0.108395,low
597
+ 600,0.87733,high
598
+ 601,0.404405,medium
599
+ 602,0.265386,low
600
+ 603,0.72358,high
601
+ 604,0.849786,high
602
+ 605,0.049931,low
603
+ 606,0.824117,high
604
+ 607,0.11601,low
605
+ 608,0.037474,low
606
+ 609,0.101655,low
607
+ 610,0.13937,low
608
+ 611,0.96383,high
609
+ 612,0.672091,medium
610
+ 613,0.122853,low
611
+ 614,0.041377,low
612
+ 615,0.872966,high
613
+ 616,0.093778,low
614
+ 617,0.605666,medium
615
+ 618,0.364692,low
616
+ 619,0.131948,low
617
+ 620,0.117071,low
618
+ 621,0.836567,high
619
+ 623,0.628886,medium
620
+ 624,0.129737,low
621
+ 625,0.054832,low
622
+ 626,0.262247,low
623
+ 627,0.162444,low
624
+ 628,0.585892,medium
625
+ 629,0.869609,high
626
+ 630,0.075413,low
627
+ 631,0.19324,low
628
+ 632,0.104374,low
629
+ 633,0.122327,low
630
+ 634,0.130242,low
631
+ 635,0.065741,low
632
+ 636,0.073244,low
633
+ 637,0.069445,low
634
+ 638,0.102642,low
635
+ 639,0.775617,high
636
+ 640,0.082402,low
637
+ 641,0.062877,low
638
+ 642,0.059987,low
639
+ 643,0.122277,low
640
+ 644,0.051848,low
641
+ 645,0.965765,high
642
+ 646,0.878158,high
643
+ 647,0.046465,low
644
+ 648,0.962626,high
645
+ 649,0.071295,low
646
+ 650,0.111346,low
647
+ 651,0.149542,low
648
+ 652,0.274264,low
649
+ 653,0.086682,low
650
+ 654,0.046504,low
651
+ 655,0.694936,medium
652
+ 656,0.128735,low
653
+ 657,0.064406,low
654
+ 658,0.056108,low
655
+ 659,0.83856,high
656
+ 660,0.701226,high
657
+ 661,0.235871,low
658
+ 662,0.03473,low
659
+ 663,0.191002,low
660
+ 664,0.049069,low
661
+ 665,0.442513,medium
662
+ 666,0.173005,low
663
+ 667,0.285717,low
664
+ 668,0.081726,low
665
+ 669,0.061738,low
666
+ 670,0.156188,low
667
+ 671,0.607516,medium
668
+ 672,0.854532,high
669
+ 673,0.025077,low
670
+ 674,0.07303,low
671
+ 675,0.79316,high
672
+ 676,0.157605,low
673
+ 677,0.084266,low
674
+ 678,0.297428,low
675
+ 679,0.685514,medium
676
+ 680,0.1415,low
677
+ 681,0.07885,low
678
+ 682,0.094733,low
679
+ 683,0.20027,low
680
+ 684,0.132198,low
681
+ 685,0.861118,high
682
+ 686,0.27538,low
683
+ 687,0.431566,medium
684
+ 688,0.754523,high
685
+ 689,0.054397,low
686
+ 690,0.873036,high
687
+ 691,0.097645,low
688
+ 692,0.453544,medium
689
+ 693,0.080156,low
690
+ 694,0.568397,medium
691
+ 695,0.131252,low
692
+ 696,0.709634,high
693
+ 697,0.073575,low
694
+ 698,0.963124,high
695
+ 699,0.043018,low
696
+ 700,0.025386,low
697
+ 701,0.072916,low
698
+ 702,0.133249,low
699
+ 703,0.265759,low
700
+ 704,0.087106,low
701
+ 705,0.118172,low
702
+ 706,0.970647,high
703
+ 707,0.156319,low
704
+ 708,0.119804,low
705
+ 709,0.219793,low
706
+ 710,0.168122,low
707
+ 711,0.165938,low
708
+ 712,0.15158,low
709
+ 713,0.05216,low
710
+ 714,0.284245,low
711
+ 715,0.166098,low
712
+ 716,0.048913,low
713
+ 717,0.14082,low
714
+ 718,0.15262,low
715
+ 719,0.875559,high
716
+ 720,0.164226,low
717
+ 721,0.865918,high
718
+ 722,0.492885,medium
719
+ 723,0.124787,low
720
+ 724,0.056455,low
721
+ 725,0.127604,low
722
+ 726,0.056497,low
723
+ 727,0.072448,low
724
+ 728,0.064721,low
725
+ 729,0.131085,low
726
+ 730,0.785588,high
727
+ 731,0.288795,low
728
+ 732,0.067994,low
729
+ 733,0.103096,low
730
+ 734,0.131178,low
731
+ 735,0.762538,high
732
+ 736,0.850564,high
733
+ 737,0.165218,low
734
+ 738,0.148061,low
735
+ 739,0.164424,low
736
+ 740,0.141892,low
737
+ 741,0.054797,low
738
+ 742,0.038036,low
739
+ 743,0.268282,low
740
+ 744,0.061419,low
741
+ 745,0.850737,high
742
+ 746,0.272189,low
743
+ 747,0.179763,low
744
+ 748,0.520765,medium
745
+ 749,0.483823,medium
746
+ 750,0.772669,high
747
+ 751,0.033093,low
748
+ 752,0.107637,low
749
+ 753,0.042462,low
750
+ 754,0.419679,medium
751
+ 755,0.171136,low
752
+ 756,0.152538,low
753
+ 757,0.149605,low
754
+ 758,0.39597,low
755
+ 759,0.048669,low
756
+ 760,0.170478,low
757
+ 761,0.316216,low
758
+ 762,0.754396,high
759
+ 763,0.247426,low
760
+ 764,0.079431,low
761
+ 765,0.11917,low
762
+ 766,0.027725,low
763
+ 767,0.026269,low
764
+ 768,0.932553,high
765
+ 769,0.040092,low
766
+ 770,0.96631,high
767
+ 771,0.048531,low
768
+ 772,0.8247,high
769
+ 773,0.962476,high
770
+ 774,0.06697,low
771
+ 775,0.035293,low
772
+ 776,0.025077,low
773
+ 777,0.953909,high
774
+ 778,0.047054,low
775
+ 779,0.071487,low
776
+ 780,0.218832,low
777
+ 781,0.09107,low
778
+ 782,0.034329,low
779
+ 783,0.139215,low
780
+ 784,0.735068,high
781
+ 785,0.133782,low
782
+ 786,0.150735,low
783
+ 787,0.091906,low
784
+ 788,0.121153,low
785
+ 789,0.117775,low
786
+ 790,0.757363,high
787
+ 791,0.153617,low
788
+ 794,0.434867,medium
789
+ 795,0.097116,low
790
+ 796,0.130242,low
791
+ 797,0.151252,low
792
+ 798,0.215211,low
793
+ 799,0.07116,low
794
+ 800,0.070336,low
795
+ 801,0.161525,low
796
+ 802,0.220238,low
797
+ 803,0.807659,high
798
+ 804,0.821106,high
799
+ 805,0.07036,low
800
+ 806,0.031494,low
801
+ 807,0.836495,high
802
+ 808,0.699702,medium
803
+ 809,0.743647,high
804
+ 810,0.29998,low
805
+ 811,0.029529,low
806
+ 812,0.040528,low
807
+ 813,0.124418,low
808
+ 814,0.891768,high
809
+ 815,0.082889,low
810
+ 816,0.075619,low
811
+ 817,0.609043,medium
812
+ 818,0.952284,high
813
+ 819,0.855131,high
814
+ 820,0.124167,low
815
+ 821,0.051456,low
816
+ 822,0.880402,high
817
+ 823,0.723189,high
818
+ 824,0.254328,low
819
+ 825,0.114974,low
820
+ 826,0.265856,low
821
+ 827,0.969722,high
822
+ 828,0.09575,low
823
+ 829,0.129508,low
824
+ 830,0.067915,low
825
+ 831,0.931178,high
826
+ 832,0.95417,high
827
+ 833,0.143539,low
828
+ 834,0.153261,low
829
+ 835,0.141434,low
830
+ 836,0.872445,high
831
+ 837,0.156159,low
832
+ 838,0.029098,low
833
+ 839,0.323153,low
834
+ 840,0.411948,medium
835
+ 841,0.157983,low
836
+ 842,0.08738,low
837
+ 843,0.971126,high
838
+ 844,0.130242,low
839
+ 845,0.064057,low
840
+ 846,0.282721,low
841
+ 847,0.36918,low
842
+ 848,0.139662,low
843
+ 849,0.185416,low
844
+ 850,0.083914,low
845
+ 851,0.088302,low
846
+ 852,0.052421,low
847
+ 853,0.236481,low
848
+ 854,0.143504,low
849
+ 855,0.035996,low
850
+ 856,0.17173,low
851
+ 857,0.402373,medium
852
+ 858,0.051601,low
853
+ 859,0.418907,medium
854
+ 860,0.40721,medium
855
+ 861,0.137072,low
856
+ 862,0.108787,low
857
+ 863,0.088125,low
858
+ 864,0.883966,high
859
+ 865,0.100335,low
860
+ 866,0.260923,low
861
+ 867,0.361136,low
862
+ 868,0.668166,medium
863
+ 869,0.115545,low
864
+ 870,0.222154,low
865
+ 871,0.08851,low
866
+ 872,0.073393,low
867
+ 873,0.051145,low
868
+ 874,0.327528,low
869
+ 875,0.120553,low
870
+ 876,0.079402,low
871
+ 877,0.136123,low
872
+ 878,0.259143,low
873
+ 879,0.879442,high
874
+ 880,0.820129,high
875
+ 881,0.185539,low
876
+ 882,0.124753,low
877
+ 883,0.208524,low
878
+ 884,0.128735,low
879
+ 885,0.059485,low
880
+ 886,0.136296,low
881
+ 887,0.183073,low
882
+ 888,0.082832,low
883
+ 889,0.091143,low
884
+ 890,0.739558,high
885
+ 891,0.464575,medium
886
+ 892,0.101807,low
887
+ 893,0.160981,low
888
+ 894,0.025466,low
889
+ 895,0.736589,high
890
+ 896,0.087717,low
891
+ 897,0.078735,low
892
+ 898,0.845433,high
893
+ 899,0.136707,low
894
+ 900,0.851868,high
895
+ 901,0.14906,low
896
+ 902,0.061117,low
897
+ 903,0.025362,low
898
+ 904,0.275705,low
899
+ 905,0.043565,low
900
+ 906,0.122083,low
901
+ 907,0.138326,low
902
+ 908,0.086566,low
903
+ 909,0.623469,medium
904
+ 910,0.240403,low
905
+ 911,0.058258,low
906
+ 912,0.322946,low
907
+ 913,0.076594,low
908
+ 914,0.184077,low
909
+ 915,0.078315,low
910
+ 916,0.070672,low
911
+ 917,0.279756,low
912
+ 918,0.048837,low
913
+ 919,0.456032,medium
914
+ 920,0.861545,high
915
+ 921,0.294446,low
916
+ 922,0.038238,low
917
+ 923,0.872966,high
918
+ 924,0.856937,high
919
+ 925,0.03451,low
920
+ 926,0.359444,low
921
+ 927,0.201654,low
922
+ 928,0.082535,low
923
+ 929,0.974463,high
924
+ 930,0.138,low
925
+ 931,0.162521,low
926
+ 932,0.262941,low
927
+ 933,0.589604,medium
928
+ 934,0.673042,medium
929
+ 935,0.073016,low
930
+ 936,0.13937,low
931
+ 937,0.178091,low
932
+ 938,0.524069,medium
933
+ 939,0.068872,low
934
+ 940,0.040413,low
935
+ 941,0.782117,high
936
+ 942,0.07102,low
937
+ 943,0.076321,low
938
+ 944,0.358333,low
939
+ 945,0.128889,low
940
+ 946,0.108614,low
941
+ 947,0.838297,high
942
+ 948,0.054109,low
943
+ 949,0.060155,low
944
+ 950,0.146414,low
945
+ 951,0.964764,high
946
+ 952,0.05828,low
947
+ 953,0.075267,low
948
+ 954,0.032488,low
949
+ 955,0.039275,low
950
+ 956,0.171825,low
951
+ 957,0.114647,low
952
+ 958,0.86816,high
953
+ 960,0.059444,low
954
+ 961,0.841826,high
955
+ 962,0.145348,low
956
+ 963,0.125065,low
957
+ 964,0.027113,low
958
+ 965,0.280926,low
959
+ 966,0.147826,low
960
+ 967,0.029409,low
961
+ 968,0.107308,low
962
+ 969,0.971257,high
963
+ 970,0.111959,low
964
+ 971,0.230979,low
965
+ 972,0.165983,low
966
+ 973,0.113141,low
967
+ 974,0.221141,low
968
+ 975,0.286912,low
969
+ 976,0.758471,high
970
+ 977,0.159092,low
971
+ 978,0.106971,low
972
+ 979,0.060557,low
973
+ 980,0.061122,low
974
+ 981,0.093599,low
975
+ 982,0.106996,low
976
+ 983,0.070026,low
977
+ 984,0.168952,low
978
+ 985,0.036416,low
979
+ 986,0.143252,low
980
+ 987,0.413067,medium
981
+ 988,0.116534,low
982
+ 989,0.250615,low
983
+ 990,0.399763,low
984
+ 992,0.528333,medium
985
+ 993,0.208994,low
986
+ 994,0.271441,low
987
+ 995,0.142435,low
988
+ 996,0.130242,low
989
+ 997,0.358799,low
990
+ 998,0.058921,low
991
+ 999,0.074129,low
992
+ 1000,0.102221,low
993
+ 1001,0.139139,low
994
+ 1002,0.136743,low
995
+ 1003,0.07902,low
996
+ 1004,0.116472,low
997
+ 1005,0.696411,medium
998
+ 1006,0.514929,medium
999
+ 1007,0.079572,low
1000
+ 1008,0.227131,low
1001
+ 1009,0.807448,high
1002
+ 1010,0.125166,low
1003
+ 1011,0.387696,low
1004
+ 1012,0.928797,high
1005
+ 1013,0.182597,low
1006
+ 1014,0.224536,low
1007
+ 1015,0.162819,low
1008
+ 1016,0.337906,low
1009
+ 1017,0.071793,low
1010
+ 1018,0.240375,low
1011
+ 1019,0.230979,low
1012
+ 1020,0.584094,medium
1013
+ 1021,0.142425,low
1014
+ 1022,0.33206,low
1015
+ 1023,0.416216,medium
1016
+ 1024,0.925432,high
1017
+ 1025,0.35665,low
1018
+ 1026,0.137998,low
1019
+ 1027,0.052926,low
1020
+ 1028,0.131544,low
1021
+ 1029,0.711761,high
1022
+ 1030,0.298688,low
1023
+ 1031,0.942823,high
1024
+ 1032,0.07683,low
1025
+ 1033,0.850096,high
1026
+ 1034,0.071649,low
1027
+ 1035,0.139364,low
1028
+ 1036,0.957793,high
1029
+ 1037,0.682439,medium
1030
+ 1038,0.14867,low
1031
+ 1040,0.022746,low
1032
+ 1041,0.089017,low
1033
+ 1042,0.062713,low
1034
+ 1043,0.131437,low
1035
+ 1044,0.836567,high
1036
+ 1045,0.102357,low
1037
+ 1046,0.264574,low
1038
+ 1047,0.032698,low
1039
+ 1048,0.739558,high
1040
+ 1049,0.044382,low
1041
+ 1050,0.086911,low
1042
+ 1051,0.044628,low
1043
+ 1052,0.036127,low
1044
+ 1053,0.239313,low
1045
+ 1054,0.230124,low
1046
+ 1055,0.028988,low
1047
+ 1056,0.396242,low
1048
+ 1057,0.071261,low
1049
+ 1058,0.103317,low
1050
+ 1059,0.96492,high
1051
+ 1060,0.821145,high
1052
+ 1061,0.031305,low
1053
+ 1062,0.84032,high
1054
+ 1063,0.240759,low
1055
+ 1064,0.844178,high
1056
+ 1065,0.195218,low
1057
+ 1066,0.214814,low
1058
+ 1067,0.14996,low
1059
+ 1068,0.093842,low
1060
+ 1069,0.10092,low
1061
+ 1070,0.295007,low
1062
+ 1071,0.088318,low
1063
+ 1072,0.863447,high
1064
+ 1073,0.146382,low
1065
+ 1074,0.675167,medium
1066
+ 1075,0.062328,low
1067
+ 1076,0.152856,low
1068
+ 1077,0.940306,high
1069
+ 1078,0.111447,low
1070
+ 1079,0.501876,medium
1071
+ 1080,0.28652,low
1072
+ 1081,0.126777,low
1073
+ 1082,0.12662,low
1074
+ 1083,0.328709,low
1075
+ 1084,0.07279,low
1076
+ 1085,0.033286,low
1077
+ 1086,0.075154,low
1078
+ 1087,0.607596,medium
1079
+ 1088,0.605666,medium
1080
+ 1089,0.135832,low
1081
+ 1090,0.145108,low
1082
+ 1091,0.076568,low
1083
+ 1092,0.862712,high
1084
+ 1093,0.434361,medium
1085
+ 1094,0.124295,low
1086
+ 1095,0.843161,high
1087
+ 1096,0.127565,low
1088
+ 1097,0.054221,low
1089
+ 1098,0.150626,low
1090
+ 1099,0.119376,low
1091
+ 1100,0.085455,low
1092
+ 1101,0.096903,low
1093
+ 1102,0.205393,low
1094
+ 1103,0.180038,low
1095
+ 1104,0.490671,medium
1096
+ 1105,0.30013,low
1097
+ 1106,0.830572,high
1098
+ 1107,0.123705,low
1099
+ 1108,0.575818,medium
1100
+ 1109,0.211164,low
1101
+ 1110,0.132202,low
1102
+ 1111,0.095896,low
1103
+ 1112,0.170429,low
1104
+ 1113,0.069102,low
1105
+ 1114,0.160187,low
1106
+ 1115,0.224399,low
1107
+ 1116,0.041676,low
1108
+ 1117,0.062058,low
1109
+ 1118,0.281265,low
1110
+ 1119,0.114872,low
1111
+ 1120,0.107749,low
1112
+ 1121,0.67685,medium
1113
+ 1122,0.102378,low
1114
+ 1123,0.135231,low
1115
+ 1124,0.126577,low
1116
+ 1125,0.127496,low
1117
+ 1126,0.418356,medium
1118
+ 1127,0.961203,high
1119
+ 1128,0.748331,high
1120
+ 1129,0.299474,low
1121
+ 1130,0.11253,low
1122
+ 1131,0.106252,low
1123
+ 1132,0.85768,high
1124
+ 1133,0.05106,low
1125
+ 1134,0.138348,low
1126
+ 1135,0.054237,low
1127
+ 1136,0.143618,low
1128
+ 1137,0.149755,low
1129
+ 1138,0.252922,low
1130
+ 1139,0.040445,low
1131
+ 1140,0.07031,low
1132
+ 1141,0.136404,low
1133
+ 1142,0.2032,low
1134
+ 1143,0.063568,low
1135
+ 1144,0.124053,low
1136
+ 1145,0.160018,low
1137
+ 1146,0.571973,medium
1138
+ 1147,0.164828,low
1139
+ 1148,0.076566,low
1140
+ 1149,0.141808,low
1141
+ 1150,0.375508,low
1142
+ 1151,0.212615,low
1143
+ 1152,0.058517,low
1144
+ 1153,0.258088,low
1145
+ 1154,0.069082,low
1146
+ 1155,0.85237,high
1147
+ 1156,0.102673,low
1148
+ 1157,0.061257,low
1149
+ 1158,0.920273,high
1150
+ 1159,0.13467,low
1151
+ 1160,0.080518,low
1152
+ 1161,0.082261,low
1153
+ 1162,0.139289,low
1154
+ 1163,0.100068,low
1155
+ 1164,0.128988,low
1156
+ 1165,0.038228,low
1157
+ 1166,0.066481,low
1158
+ 1167,0.262698,low
1159
+ 1168,0.958877,high
1160
+ 1169,0.24615,low
1161
+ 1170,0.201211,low
1162
+ 1171,0.172809,low
1163
+ 1172,0.146658,low
1164
+ 1173,0.07941,low
1165
+ 1174,0.159207,low
1166
+ 1175,0.953868,high
1167
+ 1176,0.098385,low
1168
+ 1177,0.126486,low
1169
+ 1178,0.159778,low
1170
+ 1179,0.177266,low
1171
+ 1180,0.087296,low
1172
+ 1181,0.596885,medium
1173
+ 1182,0.05332,low
1174
+ 1183,0.112202,low
1175
+ 1184,0.236008,low
1176
+ 1185,0.190502,low
1177
+ 1186,0.227346,low
1178
+ 1187,0.500683,medium
1179
+ 1188,0.077954,low
1180
+ 1189,0.226962,low
1181
+ 1190,0.153797,low
1182
+ 1191,0.170225,low
1183
+ 1192,0.348018,low
1184
+ 1193,0.05378,low
1185
+ 1194,0.087628,low
1186
+ 1195,0.471294,medium
1187
+ 1196,0.048585,low
1188
+ 1197,0.104025,low
1189
+ 1198,0.076996,low
1190
+ 1199,0.268567,low
1191
+ 1200,0.145461,low
1192
+ 1201,0.92741,high
1193
+ 1202,0.873028,high
1194
+ 1203,0.279402,low
1195
+ 1204,0.161694,low
1196
+ 1205,0.095118,low
1197
+ 1206,0.086057,low
1198
+ 1207,0.881262,high
1199
+ 1208,0.19299,low
1200
+ 1209,0.074017,low
1201
+ 1210,0.129292,low
1202
+ 1211,0.105787,low
1203
+ 1212,0.065255,low
1204
+ 1213,0.84449,high
1205
+ 1214,0.313518,low
1206
+ 1215,0.095747,low
1207
+ 1216,0.963982,high
1208
+ 1217,0.143495,low
1209
+ 1218,0.736735,high
1210
+ 1219,0.093298,low
1211
+ 1220,0.09616,low
1212
+ 1221,0.065162,low
1213
+ 1222,0.11281,low
1214
+ 1223,0.098067,low
1215
+ 1224,0.410201,medium
1216
+ 1225,0.032705,low
1217
+ 1226,0.167646,low
1218
+ 1227,0.29947,low
1219
+ 1228,0.200665,low
1220
+ 1229,0.06352,low
1221
+ 1230,0.043654,low
1222
+ 1231,0.093914,low
1223
+ 1232,0.858432,high
1224
+ 1233,0.050572,low
1225
+ 1234,0.132594,low
1226
+ 1235,0.044983,low
1227
+ 1236,0.046768,low
1228
+ 1237,0.169103,low
1229
+ 1238,0.407731,medium
1230
+ 1239,0.093175,low
1231
+ 1240,0.062892,low
1232
+ 1241,0.209482,low
1233
+ 1242,0.150229,low
1234
+ 1243,0.640609,medium
1235
+ 1244,0.069617,low
1236
+ 1245,0.150721,low
1237
+ 1246,0.05292,low
1238
+ 1247,0.864472,high
1239
+ 1248,0.172478,low
1240
+ 1249,0.251523,low
1241
+ 1250,0.03487,low
1242
+ 1251,0.073942,low
1243
+ 1252,0.060862,low
1244
+ 1253,0.711761,high
1245
+ 1254,0.842153,high
1246
+ 1255,0.027894,low
1247
+ 1256,0.188353,low
1248
+ 1257,0.120652,low
1249
+ 1258,0.093467,low
1250
+ 1259,0.813222,high
1251
+ 1260,0.107067,low
1252
+ 1261,0.09852,low
1253
+ 1262,0.138033,low
1254
+ 1263,0.160646,low
1255
+ 1264,0.3577,low
1256
+ 1265,0.639391,medium
1257
+ 1266,0.311942,low
1258
+ 1267,0.169109,low
1259
+ 1268,0.215707,low
1260
+ 1269,0.16993,low
1261
+ 1270,0.149755,low
1262
+ 1271,0.24352,low
1263
+ 1272,0.372971,low
1264
+ 1273,0.136769,low
1265
+ 1274,0.836401,high
1266
+ 1275,0.237246,low
1267
+ 1276,0.139091,low
1268
+ 1277,0.065556,low
1269
+ 1278,0.047841,low
1270
+ 1279,0.318773,low
1271
+ 1280,0.965386,high
1272
+ 1281,0.186225,low
1273
+ 1282,0.188159,low
1274
+ 1283,0.467051,medium
1275
+ 1284,0.569947,medium
1276
+ 1285,0.278355,low
1277
+ 1286,0.316996,low
1278
+ 1287,0.128735,low
1279
+ 1288,0.49448,medium
1280
+ 1289,0.136289,low
1281
+ 1290,0.972408,high
1282
+ 1291,0.363533,low
1283
+ 1292,0.495561,medium
1284
+ 1293,0.814048,high
1285
+ 1294,0.162606,low
1286
+ 1295,0.534272,medium
1287
+ 1296,0.724233,high
1288
+ 1297,0.037184,low
1289
+ 1298,0.077957,low
1290
+ 1299,0.101046,low
1291
+ 1300,0.412592,medium
1292
+ 1301,0.922012,high
1293
+ 1302,0.126599,low
1294
+ 1303,0.316058,low
1295
+ 1304,0.75553,high
1296
+ 1305,0.211256,low
1297
+ 1306,0.095117,low
1298
+ 1307,0.903901,high
1299
+ 1308,0.652381,medium
1300
+ 1309,0.062072,low
1301
+ 1310,0.090376,low
1302
+ 1311,0.270127,low
1303
+ 1312,0.084078,low
1304
+ 1313,0.957444,high
1305
+ 1314,0.118673,low
1306
+ 1315,0.177282,low
1307
+ 1316,0.72297,high
1308
+ 1317,0.879442,high
1309
+ 1318,0.050143,low
1310
+ 1319,0.403352,medium
1311
+ 1320,0.083544,low
1312
+ 1321,0.131098,low
1313
+ 1322,0.483661,medium
1314
+ 1323,0.113236,low
1315
+ 1324,0.135249,low
1316
+ 1325,0.442081,medium
1317
+ 1326,0.210199,low
1318
+ 1327,0.340294,low
1319
+ 1328,0.740866,high
1320
+ 1329,0.11171,low
1321
+ 1330,0.056799,low
1322
+ 1331,0.868837,high
1323
+ 1332,0.672132,medium
1324
+ 1333,0.932048,high
1325
+ 1334,0.404194,medium
1326
+ 1335,0.123242,low
1327
+ 1336,0.080782,low
1328
+ 1337,0.216766,low
1329
+ 1338,0.866855,high
1330
+ 1339,0.044446,low
1331
+ 1340,0.82236,high
1332
+ 1341,0.151826,low
1333
+ 1342,0.109862,low
1334
+ 1343,0.183096,low
1335
+ 1344,0.838297,high
1336
+ 1345,0.053554,low
1337
+ 1346,0.951567,high
1338
+ 1347,0.24432,low
1339
+ 1348,0.583184,medium
1340
+ 1349,0.502203,medium
1341
+ 1350,0.035477,low
1342
+ 1351,0.051311,low
1343
+ 1352,0.45036,medium
1344
+ 1353,0.174961,low
1345
+ 1354,0.30753,low
1346
+ 1355,0.577054,medium
1347
+ 1356,0.072438,low
1348
+ 1357,0.856937,high
1349
+ 1358,0.180618,low
1350
+ 1359,0.076721,low
1351
+ 1360,0.17766,low
1352
+ 1361,0.227455,low
1353
+ 1362,0.477328,medium
1354
+ 1363,0.753859,high
1355
+ 1364,0.221964,low
1356
+ 1365,0.140795,low
1357
+ 1366,0.96404,high
1358
+ 1367,0.959919,high
1359
+ 1368,0.10215,low
1360
+ 1369,0.037029,low
1361
+ 1370,0.138112,low
1362
+ 1371,0.062893,low
1363
+ 1372,0.098888,low
1364
+ 1373,0.1476,low
1365
+ 1374,0.391494,low
1366
+ 1375,0.074909,low
1367
+ 1376,0.119127,low
1368
+ 1377,0.141933,low
1369
+ 1378,0.042401,low
1370
+ 1379,0.872445,high
1371
+ 1380,0.143446,low
1372
+ 1381,0.128735,low
1373
+ 1382,0.106092,low
1374
+ 1383,0.935343,high
1375
+ 1384,0.046928,low
1376
+ 1385,0.214357,low
1377
+ 1386,0.087854,low
1378
+ 1387,0.127217,low
1379
+ 1389,0.054203,low
1380
+ 1390,0.080124,low
1381
+ 1391,0.075993,low
1382
+ 1392,0.064073,low
1383
+ 1393,0.041692,low
1384
+ 1394,0.80622,high
1385
+ 1395,0.119528,low
1386
+ 1396,0.118813,low
1387
+ 1397,0.359648,low
1388
+ 1398,0.068624,low
1389
+ 1399,0.036085,low
1390
+ 1400,0.344233,low
1391
+ 1401,0.312372,low
1392
+ 1403,0.069988,low
1393
+ 1404,0.163508,low
1394
+ 1405,0.030955,low
1395
+ 1406,0.195883,low
1396
+ 1407,0.107274,low
1397
+ 1408,0.127966,low
1398
+ 1409,0.095954,low
1399
+ 1410,0.288767,low
1400
+ 1411,0.066597,low
1401
+ 1412,0.102752,low
1402
+ 1413,0.032543,low
1403
+ 1414,0.642377,medium
1404
+ 1415,0.143446,low
1405
+ 1416,0.072886,low
1406
+ 1417,0.957021,high
1407
+ 1418,0.968996,high
1408
+ 1419,0.200995,low
1409
+ 1420,0.115633,low
1410
+ 1421,0.59167,medium
1411
+ 1422,0.329261,low
1412
+ 1423,0.131544,low
1413
+ 1424,0.420536,medium
1414
+ 1425,0.139215,low
1415
+ 1426,0.113491,low
1416
+ 1427,0.077649,low
1417
+ 1428,0.623627,medium
1418
+ 1429,0.05252,low
1419
+ 1430,0.442308,medium
1420
+ 1431,0.069027,low
1421
+ 1432,0.757858,high
1422
+ 1433,0.154136,low
1423
+ 1434,0.039958,low
1424
+ 1435,0.07205,low
1425
+ 1436,0.297746,low
1426
+ 1437,0.047204,low
1427
+ 1438,0.964392,high
1428
+ 1439,0.092491,low
1429
+ 1440,0.059306,low
1430
+ 1441,0.060745,low
1431
+ 1442,0.084829,low
1432
+ 1443,0.071675,low
1433
+ 1444,0.230392,low
1434
+ 1445,0.161005,low
1435
+ 1446,0.95951,high
1436
+ 1447,0.042047,low
1437
+ 1448,0.902514,high
1438
+ 1449,0.752571,high
1439
+ 1450,0.206614,low
1440
+ 1451,0.14036,low
1441
+ 1452,0.863385,high
1442
+ 1453,0.203542,low
1443
+ 1454,0.09124,low
1444
+ 1455,0.161016,low
1445
+ 1456,0.257992,low
1446
+ 1457,0.038313,low
1447
+ 1458,0.164884,low
1448
+ 1459,0.171365,low
1449
+ 1460,0.487855,medium
1450
+ 1461,0.342022,low
1451
+ 1462,0.96063,high
1452
+ 1463,0.200257,low
1453
+ 1464,0.146909,low
1454
+ 1465,0.104464,low
1455
+ 1466,0.822207,high
1456
+ 1467,0.118352,low
1457
+ 1468,0.259968,low
1458
+ 1469,0.211794,low
1459
+ 1470,0.104729,low
1460
+ 1471,0.252128,low
1461
+ 1472,0.061129,low
1462
+ 1473,0.077469,low
1463
+ 1474,0.528442,medium
1464
+ 1475,0.939663,high
1465
+ 1476,0.861118,high
1466
+ 1477,0.128889,low
1467
+ 1478,0.049108,low
1468
+ 1479,0.12601,low
1469
+ 1480,0.149755,low
1470
+ 1482,0.100303,low
1471
+ 1483,0.971177,high
1472
+ 1484,0.293163,low
1473
+ 1485,0.835705,high
1474
+ 1486,0.080174,low
1475
+ 1487,0.107711,low
1476
+ 1488,0.357476,low
1477
+ 1489,0.204112,low
1478
+ 1490,0.150256,low
1479
+ 1491,0.061665,low
1480
+ 1492,0.716889,high
1481
+ 1493,0.957337,high
1482
+ 1494,0.100723,low
1483
+ 1495,0.17589,low
1484
+ 1496,0.957835,high
1485
+ 1497,0.322131,low
1486
+ 1498,0.82409,high
1487
+ 1500,0.064286,low
1488
+ 1501,0.266127,low
1489
+ 1502,0.074798,low
1490
+ 1503,0.14215,low
1491
+ 1504,0.270279,low
1492
+ 1505,0.17498,low
1493
+ 1506,0.619626,medium
1494
+ 1507,0.086827,low
1495
+ 1508,0.136074,low
1496
+ 1509,0.356033,low
1497
+ 1510,0.211619,low
1498
+ 1511,0.067964,low
1499
+ 1512,0.036202,low
1500
+ 1513,0.352785,low
1501
+ 1514,0.471963,medium
1502
+ 1515,0.023593,low
1503
+ 1516,0.064195,low
1504
+ 1517,0.052514,low
1505
+ 1518,0.1033,low
1506
+ 1519,0.043833,low
1507
+ 1520,0.747799,high
1508
+ 1521,0.173835,low
1509
+ 1522,0.83639,high
1510
+ 1523,0.617638,medium
1511
+ 1524,0.058809,low
1512
+ 1525,0.763827,high
1513
+ 1526,0.047467,low
1514
+ 1527,0.153058,low
1515
+ 1528,0.1348,low
1516
+ 1529,0.286499,low
1517
+ 1530,0.031508,low
1518
+ 1531,0.153058,low
1519
+ 1532,0.045973,low
1520
+ 1533,0.865918,high
1521
+ 1534,0.827278,high
1522
+ 1535,0.037495,low
1523
+ 1536,0.443647,medium
1524
+ 1537,0.102087,low
1525
+ 1538,0.719082,high
1526
+ 1539,0.23193,low
1527
+ 1541,0.065645,low
1528
+ 1542,0.046319,low
1529
+ 1543,0.136141,low
1530
+ 1544,0.801097,high
1531
+ 1545,0.143347,low
1532
+ 1546,0.310089,low
1533
+ 1547,0.122305,low
1534
+ 1548,0.034906,low
1535
+ 1549,0.139215,low
1536
+ 1550,0.081355,low
1537
+ 1551,0.119099,low
1538
+ 1552,0.150721,low
1539
+ 1553,0.223827,low
1540
+ 1554,0.339395,low
1541
+ 1555,0.051273,low
1542
+ 1556,0.234689,low
1543
+ 1557,0.732226,high
1544
+ 1558,0.145026,low
1545
+ 1559,0.870487,high
1546
+ 1560,0.067192,low
1547
+ 1561,0.060785,low
1548
+ 1562,0.957608,high
1549
+ 1563,0.086361,low
1550
+ 1564,0.169343,low
1551
+ 1565,0.100934,low
1552
+ 1566,0.250228,low
1553
+ 1567,0.034014,low
1554
+ 1568,0.0379,low
1555
+ 1569,0.137621,low
1556
+ 1570,0.148999,low
1557
+ 1571,0.247415,low
1558
+ 1572,0.869375,high
1559
+ 1573,0.965533,high
1560
+ 1574,0.234643,low
1561
+ 1575,0.06845,low
1562
+ 1576,0.072231,low
1563
+ 1577,0.777179,high
1564
+ 1578,0.236635,low
1565
+ 1579,0.090458,low
1566
+ 1580,0.439808,medium
1567
+ 1581,0.089664,low
1568
+ 1582,0.377486,low
1569
+ 1583,0.169642,low
1570
+ 1584,0.048337,low
1571
+ 1585,0.731697,high
1572
+ 1586,0.140608,low
1573
+ 1587,0.142617,low
1574
+ 1588,0.196225,low
1575
+ 1589,0.063087,low
1576
+ 1590,0.14194,low
1577
+ 1591,0.022448,low
1578
+ 1592,0.183292,low
1579
+ 1593,0.056173,low
1580
+ 1594,0.288544,low
1581
+ 1595,0.226678,low
1582
+ 1596,0.834556,high
1583
+ 1597,0.067192,low
1584
+ 1598,0.066484,low
1585
+ 1599,0.381485,low
1586
+ 1600,0.087783,low
1587
+ 1601,0.168034,low
1588
+ 1602,0.115068,low
1589
+ 1603,0.039996,low
1590
+ 1604,0.078107,low
1591
+ 1605,0.029984,low
1592
+ 1606,0.024849,low
1593
+ 1607,0.054898,low
1594
+ 1608,0.81109,high
1595
+ 1609,0.210158,low
1596
+ 1610,0.158367,low
1597
+ 1611,0.081065,low
1598
+ 1612,0.111713,low
1599
+ 1613,0.292677,low
1600
+ 1614,0.134353,low
1601
+ 1615,0.312478,low
1602
+ 1616,0.061799,low
1603
+ 1617,0.075438,low
1604
+ 1618,0.956244,high
1605
+ 1619,0.239415,low
1606
+ 1620,0.059463,low
1607
+ 1621,0.952866,high
1608
+ 1622,0.927508,high
1609
+ 1623,0.160552,low
1610
+ 1624,0.058121,low
1611
+ 1625,0.32071,low
1612
+ 1626,0.724214,high
1613
+ 1627,0.151768,low
1614
+ 1628,0.021501,low
1615
+ 1629,0.82771,high
1616
+ 1630,0.117108,low
1617
+ 1631,0.141808,low
1618
+ 1632,0.053168,low
1619
+ 1633,0.864174,high
1620
+ 1634,0.582293,medium
1621
+ 1635,0.273068,low
1622
+ 1636,0.179585,low
1623
+ 1637,0.129405,low
1624
+ 1638,0.089506,low
1625
+ 1639,0.105,low
1626
+ 1640,0.237826,low
1627
+ 1641,0.83845,high
1628
+ 1642,0.037105,low
1629
+ 1643,0.290075,low
1630
+ 1644,0.059925,low
1631
+ 1645,0.035997,low
1632
+ 1646,0.152881,low
1633
+ 1647,0.091235,low
1634
+ 1648,0.154848,low
1635
+ 1649,0.094927,low
1636
+ 1650,0.061364,low
1637
+ 1651,0.085202,low
1638
+ 1652,0.20223,low
1639
+ 1653,0.038701,low
1640
+ 1654,0.151498,low
1641
+ 1655,0.184661,low
1642
+ 1656,0.128878,low
1643
+ 1657,0.073825,low
1644
+ 1658,0.096982,low
1645
+ 1659,0.149755,low
1646
+ 1660,0.08055,low
1647
+ 1661,0.570161,medium
1648
+ 1662,0.952475,high
1649
+ 1663,0.471963,medium
1650
+ 1664,0.037456,low
1651
+ 1665,0.158541,low
1652
+ 1666,0.065638,low
1653
+ 1667,0.502202,medium
1654
+ 1668,0.593844,medium
1655
+ 1669,0.025411,low
1656
+ 1670,0.30092,low
1657
+ 1671,0.153816,low
1658
+ 1672,0.86027,high
1659
+ 1673,0.225076,low
1660
+ 1674,0.124353,low
1661
+ 1675,0.152174,low
1662
+ 1676,0.258081,low
1663
+ 1677,0.819166,high
1664
+ 1678,0.722195,high
1665
+ 1679,0.28429,low
1666
+ 1680,0.961912,high
1667
+ 1681,0.144544,low
1668
+ 1682,0.089487,low
1669
+ 1683,0.955099,high
1670
+ 1684,0.072486,low
1671
+ 1685,0.044229,low
1672
+ 1686,0.082545,low
1673
+ 1687,0.510799,medium
1674
+ 1688,0.962712,high
1675
+ 1689,0.801252,high
1676
+ 1690,0.164942,low
1677
+ 1691,0.163076,low
1678
+ 1692,0.084744,low
1679
+ 1693,0.098421,low
1680
+ 1694,0.131727,low
1681
+ 1695,0.742654,high
1682
+ 1696,0.972098,high
1683
+ 1697,0.03984,low
1684
+ 1698,0.189549,low
1685
+ 1699,0.078728,low
1686
+ 1700,0.12611,low
1687
+ 1701,0.18629,low
1688
+ 1702,0.154347,low
1689
+ 1703,0.136074,low
1690
+ 1704,0.854854,high
1691
+ 1705,0.134377,low
1692
+ 1706,0.209629,low
1693
+ 1707,0.110299,low
1694
+ 1708,0.172714,low
1695
+ 1709,0.04444,low
1696
+ 1710,0.121581,low
1697
+ 1711,0.129997,low
1698
+ 1712,0.266127,low
1699
+ 1713,0.031458,low
1700
+ 1714,0.036887,low
1701
+ 1715,0.507816,medium
1702
+ 1716,0.756521,high
1703
+ 1717,0.139863,low
1704
+ 1718,0.874283,high
1705
+ 1719,0.079392,low
1706
+ 1720,0.18322,low
1707
+ 1721,0.223668,low
1708
+ 1722,0.056977,low
1709
+ 1723,0.186205,low
1710
+ 1724,0.761033,high
1711
+ 1725,0.495803,medium
1712
+ 1726,0.021236,low
1713
+ 1727,0.193142,low
1714
+ 1728,0.062382,low
1715
+ 1729,0.099039,low
1716
+ 1730,0.13705,low
1717
+ 1731,0.199836,low
1718
+ 1732,0.069021,low
1719
+ 1733,0.217107,low
1720
+ 1734,0.039007,low
1721
+ 1735,0.119846,low
1722
+ 1736,0.840304,high
1723
+ 1737,0.115581,low
1724
+ 1738,0.054204,low
1725
+ 1739,0.950326,high
1726
+ 1740,0.062776,low
1727
+ 1741,0.224724,low
1728
+ 1742,0.12532,low
1729
+ 1743,0.266815,low
1730
+ 1744,0.826915,high
1731
+ 1745,0.056013,low
1732
+ 1746,0.96888,high
1733
+ 1747,0.135368,low
1734
+ 1748,0.927287,high
1735
+ 1749,0.309139,low
1736
+ 1750,0.26886,low
1737
+ 1751,0.101763,low
1738
+ 1752,0.084879,low
1739
+ 1753,0.063407,low
1740
+ 1754,0.076269,low
1741
+ 1755,0.129688,low
1742
+ 1756,0.766201,high
1743
+ 1757,0.044532,low
1744
+ 1758,0.054026,low
1745
+ 1759,0.031907,low
1746
+ 1760,0.036336,low
1747
+ 1761,0.414506,medium
1748
+ 1762,0.208071,low
1749
+ 1763,0.952611,high
1750
+ 1764,0.030711,low
1751
+ 1765,0.050715,low
1752
+ 1766,0.044685,low
1753
+ 1767,0.146377,low
1754
+ 1768,0.314101,low
1755
+ 1769,0.289023,low
1756
+ 1770,0.076945,low
1757
+ 1771,0.693722,medium
1758
+ 1772,0.092074,low
1759
+ 1773,0.895938,high
1760
+ 1774,0.114525,low
1761
+ 1775,0.885683,high
1762
+ 1776,0.050207,low
1763
+ 1777,0.045818,low
1764
+ 1778,0.132198,low
1765
+ 1779,0.312162,low
1766
+ 1780,0.124375,low
1767
+ 1781,0.066173,low
1768
+ 1782,0.059041,low
1769
+ 1783,0.113906,low
1770
+ 1784,0.205489,low
1771
+ 1785,0.028443,low
1772
+ 1786,0.218295,low
1773
+ 1787,0.154965,low
1774
+ 1788,0.816223,high
1775
+ 1789,0.22733,low
1776
+ 1790,0.056126,low
1777
+ 1791,0.724132,high
1778
+ 1792,0.096607,low
1779
+ 1793,0.123078,low
1780
+ 1794,0.068099,low
1781
+ 1795,0.038903,low
1782
+ 1796,0.038681,low
1783
+ 1797,0.289218,low
1784
+ 1798,0.18022,low
1785
+ 1799,0.833892,high
1786
+ 1800,0.869653,high
1787
+ 1801,0.967494,high
1788
+ 1802,0.880342,high
1789
+ 1803,0.176334,low
1790
+ 1804,0.08571,low
1791
+ 1805,0.191545,low
1792
+ 1806,0.117282,low
1793
+ 1807,0.194118,low
1794
+ 1809,0.235641,low
1795
+ 1810,0.595786,medium
1796
+ 1811,0.811621,high
1797
+ 1812,0.16128,low
1798
+ 1813,0.050185,low
1799
+ 1814,0.326727,low
1800
+ 1815,0.052814,low
1801
+ 1816,0.969021,high
1802
+ 1817,0.160212,low
1803
+ 1818,0.420567,medium
1804
+ 1819,0.137965,low
1805
+ 1820,0.749424,high
1806
+ 1821,0.120309,low
1807
+ 1822,0.165583,low
1808
+ 1823,0.355949,low
1809
+ 1824,0.959334,high
1810
+ 1825,0.847064,high
1811
+ 1826,0.196358,low
1812
+ 1827,0.93606,high
1813
+ 1828,0.83913,high
1814
+ 1829,0.065214,low
1815
+ 1830,0.169032,low
1816
+ 1831,0.142159,low
1817
+ 1832,0.311278,low
1818
+ 1833,0.419303,medium
1819
+ 1834,0.023181,low
1820
+ 1835,0.093588,low
1821
+ 1836,0.062866,low
1822
+ 1837,0.204043,low
1823
+ 1838,0.14118,low
1824
+ 1839,0.078186,low
1825
+ 1840,0.717338,high
1826
+ 1841,0.267082,low
1827
+ 1842,0.269093,low
1828
+ 1843,0.092289,low
1829
+ 1844,0.170555,low
1830
+ 1845,0.248847,low
1831
+ 1846,0.954749,high
1832
+ 1847,0.134724,low
1833
+ 1848,0.815098,high
1834
+ 1849,0.195624,low
1835
+ 1850,0.513095,medium
1836
+ 1851,0.152099,low
1837
+ 1852,0.817495,high
1838
+ 1853,0.968614,high
1839
+ 1854,0.264005,low
1840
+ 1855,0.065136,low
1841
+ 1856,0.137741,low
1842
+ 1857,0.079856,low
1843
+ 1858,0.053529,low
1844
+ 1859,0.207718,low
1845
+ 1860,0.077582,low
1846
+ 1861,0.865918,high
1847
+ 1862,0.097875,low
1848
+ 1863,0.081411,low
1849
+ 1864,0.960696,high
1850
+ 1866,0.074912,low
1851
+ 1867,0.226071,low
1852
+ 1868,0.047474,low
1853
+ 1869,0.339428,low
1854
+ 1870,0.215961,low
1855
+ 1871,0.470393,medium
1856
+ 1872,0.156188,low
1857
+ 1873,0.072164,low
1858
+ 1874,0.287164,low
1859
+ 1875,0.132823,low
1860
+ 1876,0.1322,low
1861
+ 1877,0.114217,low
1862
+ 1878,0.170972,low
1863
+ 1879,0.863385,high
1864
+ 1880,0.933928,high
1865
+ 1881,0.973769,high
1866
+ 1882,0.232298,low
1867
+ 1883,0.699359,medium
1868
+ 1884,0.165776,low
1869
+ 1885,0.40341,medium
1870
+ 1886,0.344504,low
1871
+ 1887,0.124899,low
1872
+ 1888,0.0372,low
1873
+ 1889,0.096791,low
1874
+ 1890,0.132314,low
1875
+ 1891,0.264019,low
1876
+ 1892,0.343193,low
1877
+ 1893,0.96815,high
1878
+ 1894,0.281768,low
1879
+ 1895,0.154103,low
1880
+ 1896,0.130388,low
1881
+ 1897,0.127663,low
1882
+ 1898,0.202912,low
1883
+ 1899,0.190025,low
1884
+ 1900,0.056258,low
1885
+ 1901,0.095887,low
1886
+ 1902,0.03476,low
1887
+ 1903,0.12745,low
1888
+ 1904,0.062603,low
1889
+ 1905,0.96791,high
1890
+ 1906,0.236258,low
1891
+ 1907,0.489291,medium
1892
+ 1908,0.161948,low
1893
+ 1909,0.074327,low
1894
+ 1910,0.274959,low
1895
+ 1911,0.135867,low
1896
+ 1912,0.032667,low
1897
+ 1913,0.093582,low
1898
+ 1914,0.9575,high
1899
+ 1915,0.06569,low
1900
+ 1916,0.154052,low
1901
+ 1917,0.129247,low
1902
+ 1918,0.071947,low
1903
+ 1919,0.666954,medium
1904
+ 1920,0.221105,low
1905
+ 1921,0.125166,low
1906
+ 1922,0.42098,medium
1907
+ 1923,0.174983,low
1908
+ 1924,0.343786,low
1909
+ 1925,0.046239,low
1910
+ 1926,0.125401,low
1911
+ 1927,0.347647,low
1912
+ 1928,0.809625,high
1913
+ 1929,0.042872,low
1914
+ 1930,0.29947,low
1915
+ 1931,0.227341,low
1916
+ 1932,0.766201,high
1917
+ 1933,0.089815,low
1918
+ 1934,0.049421,low
1919
+ 1935,0.091317,low
1920
+ 1936,0.051902,low
1921
+ 1937,0.128276,low
1922
+ 1938,0.844679,high
1923
+ 1939,0.142359,low
1924
+ 1940,0.030438,low
1925
+ 1941,0.042234,low
1926
+ 1942,0.20784,low
1927
+ 1943,0.51221,medium
1928
+ 1944,0.084008,low
1929
+ 1945,0.077201,low
1930
+ 1946,0.052093,low
1931
+ 1947,0.158544,low
1932
+ 1948,0.165504,low
1933
+ 1949,0.086125,low
1934
+ 1950,0.190139,low
1935
+ 1951,0.185661,low
1936
+ 1952,0.105484,low
1937
+ 1953,0.506085,medium
1938
+ 1954,0.126716,low
1939
+ 1955,0.066277,low
1940
+ 1956,0.224487,low
1941
+ 1957,0.922924,high
1942
+ 1958,0.038733,low
1943
+ 1959,0.394047,low
1944
+ 1960,0.701699,high
1945
+ 1961,0.966623,high
1946
+ 1962,0.155805,low
1947
+ 1963,0.727692,high
1948
+ 1964,0.076563,low
1949
+ 1965,0.838301,high
1950
+ 1966,0.082115,low
1951
+ 1967,0.174585,low
1952
+ 1968,0.093812,low
1953
+ 1969,0.136357,low
1954
+ 1970,0.969021,high
1955
+ 1971,0.413012,medium
1956
+ 1972,0.044378,low
1957
+ 1973,0.180516,low
1958
+ 1974,0.12145,low
1959
+ 1975,0.191808,low
1960
+ 1976,0.080427,low
1961
+ 1977,0.497057,medium
1962
+ 1978,0.072465,low
1963
+ 1979,0.03614,low
1964
+ 1980,0.313401,low
1965
+ 1981,0.416216,medium
1966
+ 1982,0.165647,low
1967
+ 1983,0.128439,low
1968
+ 1984,0.447303,medium
1969
+ 1985,0.965765,high
1970
+ 1986,0.130303,low
1971
+ 1987,0.081646,low
1972
+ 1988,0.247796,low
1973
+ 1989,0.070734,low
1974
+ 1990,0.031791,low
1975
+ 1991,0.153685,low
1976
+ 1992,0.845724,high
1977
+ 1993,0.741975,high
1978
+ 1994,0.838297,high
1979
+ 1995,0.128735,low
1980
+ 1996,0.118017,low
1981
+ 1997,0.105885,low
1982
+ 1998,0.34886,low
1983
+ 1999,0.07348,low
1984
+ 2000,0.971203,high