Trying a much simpler configuration to start with

README.md

@@ -1,10 +1,10 @@
 ---
 license: cc-by-4.0
 configs:
-- config_name: raw_complete_data
+- config_name: correlated_complete_data
   data_files:
   - split: exploratory
-    path: "exploratory/raw/*-data.parquet"
+    path: "exploratory/normal/*-data.parquet"
   features: &id001
   - name: subject_id
     dtype: string
@@ -17,10 +17,10 @@ configs:
     dtype: float32
   - name: ig
     dtype: float32
-- config_name: raw_complete_labels
+- config_name: correlated_complete_labels
   data_files:
   - split: exploratory
-    path: "exploratory/raw/*-labels.parquet"
+    path: "exploratory/normal/*-labels.parquet"
   features: &id002
   - name: subject_id
     dtype: string
@@ -44,110 +44,6 @@ configs:
     dtype: float32
   - name: relaxed MAE
     dtype: float32
-- config_name: raw_complete_badclustering_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/raw/bad_partitions/*-labels.parquet"
-  features: &id003
-  - name: subject_id
-    dtype: string
-  - name: cluster_desc
-    dtype: string
-  - name: id
-    dtype: int32
-  - name: start idx
-    dtype: int32
-  - name: end idx
-    dtype: int32
-  - name: length
-    dtype: int32
-  - name: cluster_id
-    dtype: int32
-  - name: correlation to model
-    dtype: string
-  - name: correlation achieved
-    dtype: string
-  - name: correlation achieved with tolerance
-    dtype: string
-  - name: MAE
-    dtype: float32
-  - name: relaxed MAE
-    dtype: float32
-- config_name: raw_partial_data
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p30/raw/*-data.parquet"
-  features: *id001
-- config_name: raw_partial_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p30/raw/*-labels.parquet"
-  features: *id002
-- config_name: raw_partial_badclustering_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p30/raw/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: raw_sparse_data
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p90/raw/*-data.parquet"
-  features: *id001
-- config_name: raw_sparse_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p90/raw/*-labels.parquet"
-  features: *id002
-- config_name: raw_sparse_badclustering_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p90/raw/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: correlated_complete_data
-  data_files:
-  - split: exploratory
-    path: "exploratory/normal/*-data.parquet"
-  features: *id001
-- config_name: correlated_complete_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/normal/*-labels.parquet"
-  features: *id002
-- config_name: correlated_complete_badclustering_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/normal/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: correlated_partial_data
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p30/normal/*-data.parquet"
-  features: *id001
-- config_name: correlated_partial_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p30/normal/*-labels.parquet"
-  features: *id002
-- config_name: correlated_partial_badclustering_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p30/normal/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: correlated_sparse_data
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p90/normal/*-data.parquet"
-  features: *id001
-- config_name: correlated_sparse_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p90/normal/*-labels.parquet"
-  features: *id002
-- config_name: correlated_sparse_badclustering_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p90/normal/bad_partitions/*-labels.parquet"
-  features: *id003
 - config_name: nonnormal_complete_data
   data_files:
   - split: exploratory
@@ -158,131 +54,6 @@ configs:
   - split: exploratory
     path: "exploratory/non_normal/*-labels.parquet"
   features: *id002
-- config_name: nonnormal_complete_badclustering_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/non_normal/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: nonnormal_partial_data
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p30/non_normal/*-data.parquet"
-  features: *id001
-- config_name: nonnormal_partial_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p30/non_normal/*-labels.parquet"
-  features: *id002
-- config_name: nonnormal_partial_badclustering_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p30/non_normal/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: nonnormal_sparse_data
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p90/non_normal/*-data.parquet"
-  features: *id001
-- config_name: nonnormal_sparse_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p90/non_normal/*-labels.parquet"
-  features: *id002
-- config_name: nonnormal_sparse_badclustering_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p90/non_normal/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: downsampled_complete_data
-  data_files:
-  - split: exploratory
-    path: "exploratory/resampled_1min/*-data.parquet"
-  features: *id001
-- config_name: downsampled_complete_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/resampled_1min/*-labels.parquet"
-  features: *id002
-- config_name: downsampled_complete_badclustering_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/resampled_1min/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: downsampled_partial_data
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p30/resampled_1min/*-data.parquet"
-  features: *id001
-- config_name: downsampled_partial_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p30/resampled_1min/*-labels.parquet"
-  features: *id002
-- config_name: downsampled_partial_badclustering_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p30/resampled_1min/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: downsampled_sparse_data
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p90/resampled_1min/*-data.parquet"
-  features: *id001
-- config_name: downsampled_sparse_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p90/resampled_1min/*-labels.parquet"
-  features: *id002
-- config_name: downsampled_sparse_badclustering_labels
-  data_files:
-  - split: exploratory
-    path: "exploratory/irregular_p90/resampled_1min/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: raw_complete_data
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/raw/*-data.parquet"
-  features: *id001
-- config_name: raw_complete_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/raw/*-labels.parquet"
-  features: *id002
-- config_name: raw_complete_badclustering_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/raw/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: raw_partial_data
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p30/raw/*-data.parquet"
-  features: *id001
-- config_name: raw_partial_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p30/raw/*-labels.parquet"
-  features: *id002
-- config_name: raw_partial_badclustering_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p30/raw/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: raw_sparse_data
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p90/raw/*-data.parquet"
-  features: *id001
-- config_name: raw_sparse_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p90/raw/*-labels.parquet"
-  features: *id002
-- config_name: raw_sparse_badclustering_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p90/raw/bad_partitions/*-labels.parquet"
-  features: *id003
 - config_name: correlated_complete_data
   data_files:
   - split: confirmatory
@@ -293,41 +64,6 @@ configs:
   - split: confirmatory
     path: "confirmatory/normal/*-labels.parquet"
   features: *id002
-- config_name: correlated_complete_badclustering_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/normal/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: correlated_partial_data
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p30/normal/*-data.parquet"
-  features: *id001
-- config_name: correlated_partial_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p30/normal/*-labels.parquet"
-  features: *id002
-- config_name: correlated_partial_badclustering_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p30/normal/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: correlated_sparse_data
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p90/normal/*-data.parquet"
-  features: *id001
-- config_name: correlated_sparse_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p90/normal/*-labels.parquet"
-  features: *id002
-- config_name: correlated_sparse_badclustering_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p90/normal/bad_partitions/*-labels.parquet"
-  features: *id003
 - config_name: nonnormal_complete_data
   data_files:
   - split: confirmatory
@@ -338,86 +74,6 @@ configs:
   - split: confirmatory
     path: "confirmatory/non_normal/*-labels.parquet"
   features: *id002
-- config_name: nonnormal_complete_badclustering_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/non_normal/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: nonnormal_partial_data
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p30/non_normal/*-data.parquet"
-  features: *id001
-- config_name: nonnormal_partial_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p30/non_normal/*-labels.parquet"
-  features: *id002
-- config_name: nonnormal_partial_badclustering_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p30/non_normal/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: nonnormal_sparse_data
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p90/non_normal/*-data.parquet"
-  features: *id001
-- config_name: nonnormal_sparse_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p90/non_normal/*-labels.parquet"
-  features: *id002
-- config_name: nonnormal_sparse_badclustering_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p90/non_normal/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: downsampled_complete_data
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/resampled_1min/*-data.parquet"
-  features: *id001
-- config_name: downsampled_complete_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/resampled_1min/*-labels.parquet"
-  features: *id002
-- config_name: downsampled_complete_badclustering_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/resampled_1min/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: downsampled_partial_data
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p30/resampled_1min/*-data.parquet"
-  features: *id001
-- config_name: downsampled_partial_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p30/resampled_1min/*-labels.parquet"
-  features: *id002
-- config_name: downsampled_partial_badclustering_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p30/resampled_1min/bad_partitions/*-labels.parquet"
-  features: *id003
-- config_name: downsampled_sparse_data
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p90/resampled_1min/*-data.parquet"
-  features: *id001
-- config_name: downsampled_sparse_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p90/resampled_1min/*-labels.parquet"
-  features: *id002
-- config_name: downsampled_sparse_badclustering_labels
-  data_files:
-  - split: confirmatory
-    path: "confirmatory/irregular_p90/resampled_1min/bad_partitions/*-labels.parquet"
-  features: *id003
 ---
 # CSTS - Correlation Structures in Time Series