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changepoint-detection
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1
idegen commited on
Commit
a3c272a
·
verified ·
1 Parent(s): cd162ae

Add complete config in the hope that when they fix the preprocessing it works

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  1. README.md +1066 -103
README.md CHANGED
@@ -1,27 +1,27 @@
1
  ---
2
  license: cc-by-4.0
3
  configs:
4
- - config_name: correlated_complete_data
5
  data_files:
6
  - split: exploratory
7
- path: exploratory/normal/*-data.parquet
8
- features:
9
  - name: subject_id
10
  dtype: string
11
  - name: datetime
12
  dtype: string
13
  type: timestamp
14
  - name: iob
15
- dtype: float32
16
  - name: cob
17
- dtype: float32
18
  - name: ig
19
- dtype: float32
20
- - config_name: correlated_complete_labels
21
  data_files:
22
  - split: exploratory
23
- path: exploratory/normal/*-labels.parquet
24
- features:
25
  - name: subject_id
26
  dtype: string
27
  - name: id
@@ -44,28 +44,14 @@ configs:
44
  dtype: float32
45
  - name: relaxed MAE
46
  dtype: float32
47
- - config_name: nonnormal_complete_data
48
  data_files:
49
  - split: exploratory
50
- path: exploratory/non_normal/*-data.parquet
51
- features:
52
  - name: subject_id
53
  dtype: string
54
- - name: datetime
55
- dtype: string
56
- type: timestamp
57
- - name: iob
58
- dtype: float32
59
- - name: cob
60
- dtype: float32
61
- - name: ig
62
- dtype: float32
63
- - config_name: nonnormal_complete_labels
64
- data_files:
65
- - split: exploratory
66
- path: exploratory/non_normal/*-labels.parquet
67
- features:
68
- - name: subject_id
69
  dtype: string
70
  - name: id
71
  dtype: int32
@@ -87,94 +73,1071 @@ configs:
87
  dtype: float32
88
  - name: relaxed MAE
89
  dtype: float32
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
90
  - config_name: correlated_complete_data
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
91
  data_files:
92
  - split: confirmatory
93
- path: confirmatory/normal/*-data.parquet
94
- features:
95
- - name: subject_id
96
- dtype: string
97
- - name: datetime
98
- dtype: string
99
- type: timestamp
100
- - name: iob
101
- dtype: float32
102
- - name: cob
103
- dtype: float32
104
- - name: ig
105
- dtype: float32
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
106
  - config_name: correlated_complete_labels
107
  data_files:
108
  - split: confirmatory
109
- path: confirmatory/normal/*-labels.parquet
110
- features:
111
- - name: subject_id
112
- dtype: string
113
- - name: id
114
- dtype: int32
115
- - name: start idx
116
- dtype: int32
117
- - name: end idx
118
- dtype: int32
119
- - name: length
120
- dtype: int32
121
- - name: cluster_id
122
- dtype: int32
123
- - name: correlation to model
124
- dtype: string
125
- - name: correlation achieved
126
- dtype: string
127
- - name: correlation achieved with tolerance
128
- dtype: string
129
- - name: MAE
130
- dtype: float32
131
- - name: relaxed MAE
132
- dtype: float32
 
 
 
 
 
 
 
 
 
 
 
 
 
133
  - config_name: nonnormal_complete_data
134
  data_files:
135
  - split: confirmatory
136
- path: confirmatory/non_normal/*-data.parquet
137
- features:
138
- - name: subject_id
139
- dtype: string
140
- - name: datetime
141
- dtype: string
142
- type: timestamp
143
- - name: iob
144
- dtype: float32
145
- - name: cob
146
- dtype: float32
147
- - name: ig
148
- dtype: float32
149
  - config_name: nonnormal_complete_labels
150
  data_files:
151
  - split: confirmatory
152
- path: confirmatory/non_normal/*-labels.parquet
153
- features:
154
- - name: subject_id
155
- dtype: string
156
- - name: id
157
- dtype: int32
158
- - name: start idx
159
- dtype: int32
160
- - name: end idx
161
- dtype: int32
162
- - name: length
163
- dtype: int32
164
- - name: cluster_id
165
- dtype: int32
166
- - name: correlation to model
167
- dtype: string
168
- - name: correlation achieved
169
- dtype: string
170
- - name: correlation achieved with tolerance
171
- dtype: string
172
- - name: MAE
173
- dtype: float32
174
- - name: relaxed MAE
175
- dtype: float32
176
- tags:
177
- - timeseries
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
178
  ---
179
  # CSTS - Correlation Structures in Time Series
180
 
 
1
  ---
2
  license: cc-by-4.0
3
  configs:
4
+ - config_name: raw_complete_data
5
  data_files:
6
  - split: exploratory
7
+ path: "exploratory/raw/*-data.parquet"
8
+ features: &id001
9
  - name: subject_id
10
  dtype: string
11
  - name: datetime
12
  dtype: string
13
  type: timestamp
14
  - name: iob
15
+ dtype: float64
16
  - name: cob
17
+ dtype: float64
18
  - name: ig
19
+ dtype: float64
20
+ - config_name: raw_complete_labels
21
  data_files:
22
  - split: exploratory
23
+ path: "exploratory/raw/*-labels.parquet"
24
+ features: &id002
25
  - name: subject_id
26
  dtype: string
27
  - name: id
 
44
  dtype: float32
45
  - name: relaxed MAE
46
  dtype: float32
47
+ - config_name: raw_complete_badclustering_labels
48
  data_files:
49
  - split: exploratory
50
+ path: "exploratory/raw/bad_partitions/*-labels.parquet"
51
+ features: &id003
52
  - name: subject_id
53
  dtype: string
54
+ - name: cluster_desc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
55
  dtype: string
56
  - name: id
57
  dtype: int32
 
73
  dtype: float32
74
  - name: relaxed MAE
75
  dtype: float32
76
+ - config_name: raw_partial_data
77
+ data_files:
78
+ - split: exploratory
79
+ path: "exploratory/irregular_p30/raw/*-data.parquet"
80
+ features: *id001
81
+ - config_name: raw_partial_labels
82
+ data_files:
83
+ - split: exploratory
84
+ path: "exploratory/irregular_p30/raw/*-labels.parquet"
85
+ features: *id002
86
+ - config_name: raw_partial_badclustering_labels
87
+ data_files:
88
+ - split: exploratory
89
+ path: "exploratory/irregular_p30/raw/bad_partitions/*-labels.parquet"
90
+ features: *id003
91
+ - config_name: raw_sparse_data
92
+ data_files:
93
+ - split: exploratory
94
+ path: "exploratory/irregular_p90/raw/*-data.parquet"
95
+ features: *id001
96
+ - config_name: raw_sparse_labels
97
+ data_files:
98
+ - split: exploratory
99
+ path: "exploratory/irregular_p90/raw/*-labels.parquet"
100
+ features: *id002
101
+ - config_name: raw_sparse_badclustering_labels
102
+ data_files:
103
+ - split: exploratory
104
+ path: "exploratory/irregular_p90/raw/bad_partitions/*-labels.parquet"
105
+ features: *id003
106
  - config_name: correlated_complete_data
107
+ data_files:
108
+ - split: exploratory
109
+ path: "exploratory/normal/*-data.parquet"
110
+ features: *id001
111
+ - config_name: correlated_complete_labels
112
+ data_files:
113
+ - split: exploratory
114
+ path: "exploratory/normal/*-labels.parquet"
115
+ features: *id002
116
+ - config_name: correlated_complete_badclustering_labels
117
+ data_files:
118
+ - split: exploratory
119
+ path: "exploratory/normal/bad_partitions/*-labels.parquet"
120
+ features: *id003
121
+ - config_name: correlated_partial_data
122
+ data_files:
123
+ - split: exploratory
124
+ path: "exploratory/irregular_p30/normal/*-data.parquet"
125
+ features: *id001
126
+ - config_name: correlated_partial_labels
127
+ data_files:
128
+ - split: exploratory
129
+ path: "exploratory/irregular_p30/normal/*-labels.parquet"
130
+ features: *id002
131
+ - config_name: correlated_partial_badclustering_labels
132
+ data_files:
133
+ - split: exploratory
134
+ path: "exploratory/irregular_p30/normal/bad_partitions/*-labels.parquet"
135
+ features: *id003
136
+ - config_name: correlated_sparse_data
137
+ data_files:
138
+ - split: exploratory
139
+ path: "exploratory/irregular_p90/normal/*-data.parquet"
140
+ features: *id001
141
+ - config_name: correlated_sparse_labels
142
+ data_files:
143
+ - split: exploratory
144
+ path: "exploratory/irregular_p90/normal/*-labels.parquet"
145
+ features: *id002
146
+ - config_name: correlated_sparse_badclustering_labels
147
+ data_files:
148
+ - split: exploratory
149
+ path: "exploratory/irregular_p90/normal/bad_partitions/*-labels.parquet"
150
+ features: *id003
151
+ - config_name: nonnormal_complete_data
152
+ data_files:
153
+ - split: exploratory
154
+ path: "exploratory/non_normal/*-data.parquet"
155
+ features: *id001
156
+ - config_name: nonnormal_complete_labels
157
+ data_files:
158
+ - split: exploratory
159
+ path: "exploratory/non_normal/*-labels.parquet"
160
+ features: *id002
161
+ - config_name: nonnormal_complete_badclustering_labels
162
+ data_files:
163
+ - split: exploratory
164
+ path: "exploratory/non_normal/bad_partitions/*-labels.parquet"
165
+ features: *id003
166
+ - config_name: nonnormal_partial_data
167
+ data_files:
168
+ - split: exploratory
169
+ path: "exploratory/irregular_p30/non_normal/*-data.parquet"
170
+ features: *id001
171
+ - config_name: nonnormal_partial_labels
172
+ data_files:
173
+ - split: exploratory
174
+ path: "exploratory/irregular_p30/non_normal/*-labels.parquet"
175
+ features: *id002
176
+ - config_name: nonnormal_partial_badclustering_labels
177
+ data_files:
178
+ - split: exploratory
179
+ path: "exploratory/irregular_p30/non_normal/bad_partitions/*-labels.parquet"
180
+ features: *id003
181
+ - config_name: nonnormal_sparse_data
182
+ data_files:
183
+ - split: exploratory
184
+ path: "exploratory/irregular_p90/non_normal/*-data.parquet"
185
+ features: *id001
186
+ - config_name: nonnormal_sparse_labels
187
+ data_files:
188
+ - split: exploratory
189
+ path: "exploratory/irregular_p90/non_normal/*-labels.parquet"
190
+ features: *id002
191
+ - config_name: nonnormal_sparse_badclustering_labels
192
+ data_files:
193
+ - split: exploratory
194
+ path: "exploratory/irregular_p90/non_normal/bad_partitions/*-labels.parquet"
195
+ features: *id003
196
+ - config_name: downsampled_complete_data
197
+ data_files:
198
+ - split: exploratory
199
+ path: "exploratory/resampled_1min/*-data.parquet"
200
+ features: *id001
201
+ - config_name: downsampled_complete_labels
202
+ data_files:
203
+ - split: exploratory
204
+ path: "exploratory/resampled_1min/*-labels.parquet"
205
+ features: *id002
206
+ - config_name: downsampled_complete_badclustering_labels
207
+ data_files:
208
+ - split: exploratory
209
+ path: "exploratory/resampled_1min/bad_partitions/*-labels.parquet"
210
+ features: *id003
211
+ - config_name: downsampled_partial_data
212
+ data_files:
213
+ - split: exploratory
214
+ path: "exploratory/irregular_p30/resampled_1min/*-data.parquet"
215
+ features: *id001
216
+ - config_name: downsampled_partial_labels
217
+ data_files:
218
+ - split: exploratory
219
+ path: "exploratory/irregular_p30/resampled_1min/*-labels.parquet"
220
+ features: *id002
221
+ - config_name: downsampled_partial_badclustering_labels
222
+ data_files:
223
+ - split: exploratory
224
+ path: "exploratory/irregular_p30/resampled_1min/bad_partitions/*-labels.parquet"
225
+ features: *id003
226
+ - config_name: downsampled_sparse_data
227
+ data_files:
228
+ - split: exploratory
229
+ path: "exploratory/irregular_p90/resampled_1min/*-data.parquet"
230
+ features: *id001
231
+ - config_name: downsampled_sparse_labels
232
+ data_files:
233
+ - split: exploratory
234
+ path: "exploratory/irregular_p90/resampled_1min/*-labels.parquet"
235
+ features: *id002
236
+ - config_name: downsampled_sparse_badclustering_labels
237
+ data_files:
238
+ - split: exploratory
239
+ path: "exploratory/irregular_p90/resampled_1min/bad_partitions/*-labels.parquet"
240
+ features: *id003
241
+ - config_name: raw_complete_data
242
  data_files:
243
  - split: confirmatory
244
+ path: "confirmatory/raw/*-data.parquet"
245
+ features: *id001
246
+ - config_name: raw_complete_labels
247
+ data_files:
248
+ - split: confirmatory
249
+ path: "confirmatory/raw/*-labels.parquet"
250
+ features: *id002
251
+ - config_name: raw_complete_badclustering_labels
252
+ data_files:
253
+ - split: confirmatory
254
+ path: "confirmatory/raw/bad_partitions/*-labels.parquet"
255
+ features: *id003
256
+ - config_name: raw_partial_data
257
+ data_files:
258
+ - split: confirmatory
259
+ path: "confirmatory/irregular_p30/raw/*-data.parquet"
260
+ features: *id001
261
+ - config_name: raw_partial_labels
262
+ data_files:
263
+ - split: confirmatory
264
+ path: "confirmatory/irregular_p30/raw/*-labels.parquet"
265
+ features: *id002
266
+ - config_name: raw_partial_badclustering_labels
267
+ data_files:
268
+ - split: confirmatory
269
+ path: "confirmatory/irregular_p30/raw/bad_partitions/*-labels.parquet"
270
+ features: *id003
271
+ - config_name: raw_sparse_data
272
+ data_files:
273
+ - split: confirmatory
274
+ path: "confirmatory/irregular_p90/raw/*-data.parquet"
275
+ features: *id001
276
+ - config_name: raw_sparse_labels
277
+ data_files:
278
+ - split: confirmatory
279
+ path: "confirmatory/irregular_p90/raw/*-labels.parquet"
280
+ features: *id002
281
+ - config_name: raw_sparse_badclustering_labels
282
+ data_files:
283
+ - split: confirmatory
284
+ path: "confirmatory/irregular_p90/raw/bad_partitions/*-labels.parquet"
285
+ features: *id003
286
+ - config_name: correlated_complete_data
287
+ data_files:
288
+ - split: confirmatory
289
+ path: "confirmatory/normal/*-data.parquet"
290
+ features: *id001
291
  - config_name: correlated_complete_labels
292
  data_files:
293
  - split: confirmatory
294
+ path: "confirmatory/normal/*-labels.parquet"
295
+ features: *id002
296
+ - config_name: correlated_complete_badclustering_labels
297
+ data_files:
298
+ - split: confirmatory
299
+ path: "confirmatory/normal/bad_partitions/*-labels.parquet"
300
+ features: *id003
301
+ - config_name: correlated_partial_data
302
+ data_files:
303
+ - split: confirmatory
304
+ path: "confirmatory/irregular_p30/normal/*-data.parquet"
305
+ features: *id001
306
+ - config_name: correlated_partial_labels
307
+ data_files:
308
+ - split: confirmatory
309
+ path: "confirmatory/irregular_p30/normal/*-labels.parquet"
310
+ features: *id002
311
+ - config_name: correlated_partial_badclustering_labels
312
+ data_files:
313
+ - split: confirmatory
314
+ path: "confirmatory/irregular_p30/normal/bad_partitions/*-labels.parquet"
315
+ features: *id003
316
+ - config_name: correlated_sparse_data
317
+ data_files:
318
+ - split: confirmatory
319
+ path: "confirmatory/irregular_p90/normal/*-data.parquet"
320
+ features: *id001
321
+ - config_name: correlated_sparse_labels
322
+ data_files:
323
+ - split: confirmatory
324
+ path: "confirmatory/irregular_p90/normal/*-labels.parquet"
325
+ features: *id002
326
+ - config_name: correlated_sparse_badclustering_labels
327
+ data_files:
328
+ - split: confirmatory
329
+ path: "confirmatory/irregular_p90/normal/bad_partitions/*-labels.parquet"
330
+ features: *id003
331
  - config_name: nonnormal_complete_data
332
  data_files:
333
  - split: confirmatory
334
+ path: "confirmatory/non_normal/*-data.parquet"
335
+ features: *id001
 
 
 
 
 
 
 
 
 
 
 
336
  - config_name: nonnormal_complete_labels
337
  data_files:
338
  - split: confirmatory
339
+ path: "confirmatory/non_normal/*-labels.parquet"
340
+ features: *id002
341
+ - config_name: nonnormal_complete_badclustering_labels
342
+ data_files:
343
+ - split: confirmatory
344
+ path: "confirmatory/non_normal/bad_partitions/*-labels.parquet"
345
+ features: *id003
346
+ - config_name: nonnormal_partial_data
347
+ data_files:
348
+ - split: confirmatory
349
+ path: "confirmatory/irregular_p30/non_normal/*-data.parquet"
350
+ features: *id001
351
+ - config_name: nonnormal_partial_labels
352
+ data_files:
353
+ - split: confirmatory
354
+ path: "confirmatory/irregular_p30/non_normal/*-labels.parquet"
355
+ features: *id002
356
+ - config_name: nonnormal_partial_badclustering_labels
357
+ data_files:
358
+ - split: confirmatory
359
+ path: "confirmatory/irregular_p30/non_normal/bad_partitions/*-labels.parquet"
360
+ features: *id003
361
+ - config_name: nonnormal_sparse_data
362
+ data_files:
363
+ - split: confirmatory
364
+ path: "confirmatory/irregular_p90/non_normal/*-data.parquet"
365
+ features: *id001
366
+ - config_name: nonnormal_sparse_labels
367
+ data_files:
368
+ - split: confirmatory
369
+ path: "confirmatory/irregular_p90/non_normal/*-labels.parquet"
370
+ features: *id002
371
+ - config_name: nonnormal_sparse_badclustering_labels
372
+ data_files:
373
+ - split: confirmatory
374
+ path: "confirmatory/irregular_p90/non_normal/bad_partitions/*-labels.parquet"
375
+ features: *id003
376
+ - config_name: downsampled_complete_data
377
+ data_files:
378
+ - split: confirmatory
379
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+ features: *id001
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+ - config_name: correlated_partial_labels
802
+ data_files:
803
+ - split: reduced_11_clusters_confirmatory
804
+ path: "confirmatory/reduced-data/clusters_dropped_12/irregular_p30/normal/*-labels.parquet"
805
+ features: *id002
806
+ - config_name: correlated_partial_badclustering_labels
807
+ data_files:
808
+ - split: reduced_11_clusters_confirmatory
809
+ path: "confirmatory/reduced-data/clusters_dropped_12/irregular_p30/normal/bad_partitions/*-labels.parquet"
810
+ features: *id003
811
+ - config_name: correlated_sparse_data
812
+ data_files:
813
+ - split: reduced_11_clusters_confirmatory
814
+ path: "confirmatory/reduced-data/clusters_dropped_12/irregular_p90/normal/*-data.parquet"
815
+ features: *id001
816
+ - config_name: correlated_sparse_labels
817
+ data_files:
818
+ - split: reduced_11_clusters_confirmatory
819
+ path: "confirmatory/reduced-data/clusters_dropped_12/irregular_p90/normal/*-labels.parquet"
820
+ features: *id002
821
+ - config_name: correlated_sparse_badclustering_labels
822
+ data_files:
823
+ - split: reduced_11_clusters_confirmatory
824
+ path: "confirmatory/reduced-data/clusters_dropped_12/irregular_p90/normal/bad_partitions/*-labels.parquet"
825
+ features: *id003
826
+ - config_name: nonnormal_complete_data
827
+ data_files:
828
+ - split: reduced_11_clusters_confirmatory
829
+ path: "confirmatory/reduced-data/clusters_dropped_12/non_normal/*-data.parquet"
830
+ features: *id001
831
+ - config_name: nonnormal_complete_labels
832
+ data_files:
833
+ - split: reduced_11_clusters_confirmatory
834
+ path: "confirmatory/reduced-data/clusters_dropped_12/non_normal/*-labels.parquet"
835
+ features: *id002
836
+ - config_name: nonnormal_complete_badclustering_labels
837
+ data_files:
838
+ - split: reduced_11_clusters_confirmatory
839
+ path: "confirmatory/reduced-data/clusters_dropped_12/non_normal/bad_partitions/*-labels.parquet"
840
+ features: *id003
841
+ - config_name: nonnormal_partial_data
842
+ data_files:
843
+ - split: reduced_11_clusters_confirmatory
844
+ path: "confirmatory/reduced-data/clusters_dropped_12/irregular_p30/non_normal/*-data.parquet"
845
+ features: *id001
846
+ - config_name: nonnormal_partial_labels
847
+ data_files:
848
+ - split: reduced_11_clusters_confirmatory
849
+ path: "confirmatory/reduced-data/clusters_dropped_12/irregular_p30/non_normal/*-labels.parquet"
850
+ features: *id002
851
+ - config_name: nonnormal_partial_badclustering_labels
852
+ data_files:
853
+ - split: reduced_11_clusters_confirmatory
854
+ path: "confirmatory/reduced-data/clusters_dropped_12/irregular_p30/non_normal/bad_partitions/*-labels.parquet"
855
+ features: *id003
856
+ - config_name: nonnormal_sparse_data
857
+ data_files:
858
+ - split: reduced_11_clusters_confirmatory
859
+ path: "confirmatory/reduced-data/clusters_dropped_12/irregular_p90/non_normal/*-data.parquet"
860
+ features: *id001
861
+ - config_name: nonnormal_sparse_labels
862
+ data_files:
863
+ - split: reduced_11_clusters_confirmatory
864
+ path: "confirmatory/reduced-data/clusters_dropped_12/irregular_p90/non_normal/*-labels.parquet"
865
+ features: *id002
866
+ - config_name: nonnormal_sparse_badclustering_labels
867
+ data_files:
868
+ - split: reduced_11_clusters_confirmatory
869
+ path: "confirmatory/reduced-data/clusters_dropped_12/irregular_p90/non_normal/bad_partitions/*-labels.parquet"
870
+ features: *id003
871
+ - config_name: correlated_complete_data
872
+ data_files:
873
+ - split: reduced_6_clusters_confirmatory
874
+ path: "confirmatory/reduced-data/clusters_dropped_17/normal/*-data.parquet"
875
+ features: *id001
876
+ - config_name: correlated_complete_labels
877
+ data_files:
878
+ - split: reduced_6_clusters_confirmatory
879
+ path: "confirmatory/reduced-data/clusters_dropped_17/normal/*-labels.parquet"
880
+ features: *id002
881
+ - config_name: correlated_complete_badclustering_labels
882
+ data_files:
883
+ - split: reduced_6_clusters_confirmatory
884
+ path: "confirmatory/reduced-data/clusters_dropped_17/normal/bad_partitions/*-labels.parquet"
885
+ features: *id003
886
+ - config_name: correlated_partial_data
887
+ data_files:
888
+ - split: reduced_6_clusters_confirmatory
889
+ path: "confirmatory/reduced-data/clusters_dropped_17/irregular_p30/normal/*-data.parquet"
890
+ features: *id001
891
+ - config_name: correlated_partial_labels
892
+ data_files:
893
+ - split: reduced_6_clusters_confirmatory
894
+ path: "confirmatory/reduced-data/clusters_dropped_17/irregular_p30/normal/*-labels.parquet"
895
+ features: *id002
896
+ - config_name: correlated_partial_badclustering_labels
897
+ data_files:
898
+ - split: reduced_6_clusters_confirmatory
899
+ path: "confirmatory/reduced-data/clusters_dropped_17/irregular_p30/normal/bad_partitions/*-labels.parquet"
900
+ features: *id003
901
+ - config_name: correlated_sparse_data
902
+ data_files:
903
+ - split: reduced_6_clusters_confirmatory
904
+ path: "confirmatory/reduced-data/clusters_dropped_17/irregular_p90/normal/*-data.parquet"
905
+ features: *id001
906
+ - config_name: correlated_sparse_labels
907
+ data_files:
908
+ - split: reduced_6_clusters_confirmatory
909
+ path: "confirmatory/reduced-data/clusters_dropped_17/irregular_p90/normal/*-labels.parquet"
910
+ features: *id002
911
+ - config_name: correlated_sparse_badclustering_labels
912
+ data_files:
913
+ - split: reduced_6_clusters_confirmatory
914
+ path: "confirmatory/reduced-data/clusters_dropped_17/irregular_p90/normal/bad_partitions/*-labels.parquet"
915
+ features: *id003
916
+ - config_name: nonnormal_complete_data
917
+ data_files:
918
+ - split: reduced_6_clusters_confirmatory
919
+ path: "confirmatory/reduced-data/clusters_dropped_17/non_normal/*-data.parquet"
920
+ features: *id001
921
+ - config_name: nonnormal_complete_labels
922
+ data_files:
923
+ - split: reduced_6_clusters_confirmatory
924
+ path: "confirmatory/reduced-data/clusters_dropped_17/non_normal/*-labels.parquet"
925
+ features: *id002
926
+ - config_name: nonnormal_complete_badclustering_labels
927
+ data_files:
928
+ - split: reduced_6_clusters_confirmatory
929
+ path: "confirmatory/reduced-data/clusters_dropped_17/non_normal/bad_partitions/*-labels.parquet"
930
+ features: *id003
931
+ - config_name: nonnormal_partial_data
932
+ data_files:
933
+ - split: reduced_6_clusters_confirmatory
934
+ path: "confirmatory/reduced-data/clusters_dropped_17/irregular_p30/non_normal/*-data.parquet"
935
+ features: *id001
936
+ - config_name: nonnormal_partial_labels
937
+ data_files:
938
+ - split: reduced_6_clusters_confirmatory
939
+ path: "confirmatory/reduced-data/clusters_dropped_17/irregular_p30/non_normal/*-labels.parquet"
940
+ features: *id002
941
+ - config_name: nonnormal_partial_badclustering_labels
942
+ data_files:
943
+ - split: reduced_6_clusters_confirmatory
944
+ path: "confirmatory/reduced-data/clusters_dropped_17/irregular_p30/non_normal/bad_partitions/*-labels.parquet"
945
+ features: *id003
946
+ - config_name: nonnormal_sparse_data
947
+ data_files:
948
+ - split: reduced_6_clusters_confirmatory
949
+ path: "confirmatory/reduced-data/clusters_dropped_17/irregular_p90/non_normal/*-data.parquet"
950
+ features: *id001
951
+ - config_name: nonnormal_sparse_labels
952
+ data_files:
953
+ - split: reduced_6_clusters_confirmatory
954
+ path: "confirmatory/reduced-data/clusters_dropped_17/irregular_p90/non_normal/*-labels.parquet"
955
+ features: *id002
956
+ - config_name: nonnormal_sparse_badclustering_labels
957
+ data_files:
958
+ - split: reduced_6_clusters_confirmatory
959
+ path: "confirmatory/reduced-data/clusters_dropped_17/irregular_p90/non_normal/bad_partitions/*-labels.parquet"
960
+ features: *id003
961
+ - config_name: correlated_complete_data
962
+ data_files:
963
+ - split: reduced_50_segments_confirmatory
964
+ path: "confirmatory/reduced-data/segments_dropped_50/normal/*-data.parquet"
965
+ features: *id001
966
+ - config_name: correlated_complete_labels
967
+ data_files:
968
+ - split: reduced_50_segments_confirmatory
969
+ path: "confirmatory/reduced-data/segments_dropped_50/normal/*-labels.parquet"
970
+ features: *id002
971
+ - config_name: correlated_complete_badclustering_labels
972
+ data_files:
973
+ - split: reduced_50_segments_confirmatory
974
+ path: "confirmatory/reduced-data/segments_dropped_50/normal/bad_partitions/*-labels.parquet"
975
+ features: *id003
976
+ - config_name: correlated_partial_data
977
+ data_files:
978
+ - split: reduced_50_segments_confirmatory
979
+ path: "confirmatory/reduced-data/segments_dropped_50/irregular_p30/normal/*-data.parquet"
980
+ features: *id001
981
+ - config_name: correlated_partial_labels
982
+ data_files:
983
+ - split: reduced_50_segments_confirmatory
984
+ path: "confirmatory/reduced-data/segments_dropped_50/irregular_p30/normal/*-labels.parquet"
985
+ features: *id002
986
+ - config_name: correlated_partial_badclustering_labels
987
+ data_files:
988
+ - split: reduced_50_segments_confirmatory
989
+ path: "confirmatory/reduced-data/segments_dropped_50/irregular_p30/normal/bad_partitions/*-labels.parquet"
990
+ features: *id003
991
+ - config_name: correlated_sparse_data
992
+ data_files:
993
+ - split: reduced_50_segments_confirmatory
994
+ path: "confirmatory/reduced-data/segments_dropped_50/irregular_p90/normal/*-data.parquet"
995
+ features: *id001
996
+ - config_name: correlated_sparse_labels
997
+ data_files:
998
+ - split: reduced_50_segments_confirmatory
999
+ path: "confirmatory/reduced-data/segments_dropped_50/irregular_p90/normal/*-labels.parquet"
1000
+ features: *id002
1001
+ - config_name: correlated_sparse_badclustering_labels
1002
+ data_files:
1003
+ - split: reduced_50_segments_confirmatory
1004
+ path: "confirmatory/reduced-data/segments_dropped_50/irregular_p90/normal/bad_partitions/*-labels.parquet"
1005
+ features: *id003
1006
+ - config_name: nonnormal_complete_data
1007
+ data_files:
1008
+ - split: reduced_50_segments_confirmatory
1009
+ path: "confirmatory/reduced-data/segments_dropped_50/non_normal/*-data.parquet"
1010
+ features: *id001
1011
+ - config_name: nonnormal_complete_labels
1012
+ data_files:
1013
+ - split: reduced_50_segments_confirmatory
1014
+ path: "confirmatory/reduced-data/segments_dropped_50/non_normal/*-labels.parquet"
1015
+ features: *id002
1016
+ - config_name: nonnormal_complete_badclustering_labels
1017
+ data_files:
1018
+ - split: reduced_50_segments_confirmatory
1019
+ path: "confirmatory/reduced-data/segments_dropped_50/non_normal/bad_partitions/*-labels.parquet"
1020
+ features: *id003
1021
+ - config_name: nonnormal_partial_data
1022
+ data_files:
1023
+ - split: reduced_50_segments_confirmatory
1024
+ path: "confirmatory/reduced-data/segments_dropped_50/irregular_p30/non_normal/*-data.parquet"
1025
+ features: *id001
1026
+ - config_name: nonnormal_partial_labels
1027
+ data_files:
1028
+ - split: reduced_50_segments_confirmatory
1029
+ path: "confirmatory/reduced-data/segments_dropped_50/irregular_p30/non_normal/*-labels.parquet"
1030
+ features: *id002
1031
+ - config_name: nonnormal_partial_badclustering_labels
1032
+ data_files:
1033
+ - split: reduced_50_segments_confirmatory
1034
+ path: "confirmatory/reduced-data/segments_dropped_50/irregular_p30/non_normal/bad_partitions/*-labels.parquet"
1035
+ features: *id003
1036
+ - config_name: nonnormal_sparse_data
1037
+ data_files:
1038
+ - split: reduced_50_segments_confirmatory
1039
+ path: "confirmatory/reduced-data/segments_dropped_50/irregular_p90/non_normal/*-data.parquet"
1040
+ features: *id001
1041
+ - config_name: nonnormal_sparse_labels
1042
+ data_files:
1043
+ - split: reduced_50_segments_confirmatory
1044
+ path: "confirmatory/reduced-data/segments_dropped_50/irregular_p90/non_normal/*-labels.parquet"
1045
+ features: *id002
1046
+ - config_name: nonnormal_sparse_badclustering_labels
1047
+ data_files:
1048
+ - split: reduced_50_segments_confirmatory
1049
+ path: "confirmatory/reduced-data/segments_dropped_50/irregular_p90/non_normal/bad_partitions/*-labels.parquet"
1050
+ features: *id003
1051
+ - config_name: correlated_complete_data
1052
+ data_files:
1053
+ - split: reduced_25_segments_confirmatory
1054
+ path: "confirmatory/reduced-data/segments_dropped_75/normal/*-data.parquet"
1055
+ features: *id001
1056
+ - config_name: correlated_complete_labels
1057
+ data_files:
1058
+ - split: reduced_25_segments_confirmatory
1059
+ path: "confirmatory/reduced-data/segments_dropped_75/normal/*-labels.parquet"
1060
+ features: *id002
1061
+ - config_name: correlated_complete_badclustering_labels
1062
+ data_files:
1063
+ - split: reduced_25_segments_confirmatory
1064
+ path: "confirmatory/reduced-data/segments_dropped_75/normal/bad_partitions/*-labels.parquet"
1065
+ features: *id003
1066
+ - config_name: correlated_partial_data
1067
+ data_files:
1068
+ - split: reduced_25_segments_confirmatory
1069
+ path: "confirmatory/reduced-data/segments_dropped_75/irregular_p30/normal/*-data.parquet"
1070
+ features: *id001
1071
+ - config_name: correlated_partial_labels
1072
+ data_files:
1073
+ - split: reduced_25_segments_confirmatory
1074
+ path: "confirmatory/reduced-data/segments_dropped_75/irregular_p30/normal/*-labels.parquet"
1075
+ features: *id002
1076
+ - config_name: correlated_partial_badclustering_labels
1077
+ data_files:
1078
+ - split: reduced_25_segments_confirmatory
1079
+ path: "confirmatory/reduced-data/segments_dropped_75/irregular_p30/normal/bad_partitions/*-labels.parquet"
1080
+ features: *id003
1081
+ - config_name: correlated_sparse_data
1082
+ data_files:
1083
+ - split: reduced_25_segments_confirmatory
1084
+ path: "confirmatory/reduced-data/segments_dropped_75/irregular_p90/normal/*-data.parquet"
1085
+ features: *id001
1086
+ - config_name: correlated_sparse_labels
1087
+ data_files:
1088
+ - split: reduced_25_segments_confirmatory
1089
+ path: "confirmatory/reduced-data/segments_dropped_75/irregular_p90/normal/*-labels.parquet"
1090
+ features: *id002
1091
+ - config_name: correlated_sparse_badclustering_labels
1092
+ data_files:
1093
+ - split: reduced_25_segments_confirmatory
1094
+ path: "confirmatory/reduced-data/segments_dropped_75/irregular_p90/normal/bad_partitions/*-labels.parquet"
1095
+ features: *id003
1096
+ - config_name: nonnormal_complete_data
1097
+ data_files:
1098
+ - split: reduced_25_segments_confirmatory
1099
+ path: "confirmatory/reduced-data/segments_dropped_75/non_normal/*-data.parquet"
1100
+ features: *id001
1101
+ - config_name: nonnormal_complete_labels
1102
+ data_files:
1103
+ - split: reduced_25_segments_confirmatory
1104
+ path: "confirmatory/reduced-data/segments_dropped_75/non_normal/*-labels.parquet"
1105
+ features: *id002
1106
+ - config_name: nonnormal_complete_badclustering_labels
1107
+ data_files:
1108
+ - split: reduced_25_segments_confirmatory
1109
+ path: "confirmatory/reduced-data/segments_dropped_75/non_normal/bad_partitions/*-labels.parquet"
1110
+ features: *id003
1111
+ - config_name: nonnormal_partial_data
1112
+ data_files:
1113
+ - split: reduced_25_segments_confirmatory
1114
+ path: "confirmatory/reduced-data/segments_dropped_75/irregular_p30/non_normal/*-data.parquet"
1115
+ features: *id001
1116
+ - config_name: nonnormal_partial_labels
1117
+ data_files:
1118
+ - split: reduced_25_segments_confirmatory
1119
+ path: "confirmatory/reduced-data/segments_dropped_75/irregular_p30/non_normal/*-labels.parquet"
1120
+ features: *id002
1121
+ - config_name: nonnormal_partial_badclustering_labels
1122
+ data_files:
1123
+ - split: reduced_25_segments_confirmatory
1124
+ path: "confirmatory/reduced-data/segments_dropped_75/irregular_p30/non_normal/bad_partitions/*-labels.parquet"
1125
+ features: *id003
1126
+ - config_name: nonnormal_sparse_data
1127
+ data_files:
1128
+ - split: reduced_25_segments_confirmatory
1129
+ path: "confirmatory/reduced-data/segments_dropped_75/irregular_p90/non_normal/*-data.parquet"
1130
+ features: *id001
1131
+ - config_name: nonnormal_sparse_labels
1132
+ data_files:
1133
+ - split: reduced_25_segments_confirmatory
1134
+ path: "confirmatory/reduced-data/segments_dropped_75/irregular_p90/non_normal/*-labels.parquet"
1135
+ features: *id002
1136
+ - config_name: nonnormal_sparse_badclustering_labels
1137
+ data_files:
1138
+ - split: reduced_25_segments_confirmatory
1139
+ path: "confirmatory/reduced-data/segments_dropped_75/irregular_p90/non_normal/bad_partitions/*-labels.parquet"
1140
+ features: *id003
1141
  ---
1142
  # CSTS - Correlation Structures in Time Series
1143