Datasets:
Formats:
parquet
Size:
100M - 1B
ArXiv:
Tags:
timeseries
timeseries clustering
changepoint-detection
correlation-structure
Synthetic
benchmark
DOI:
License:
Fix issue with yaml for downsampled sparsified versions
Browse files
README.md
CHANGED
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@@ -60,13 +60,13 @@ configs:
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- name: clustering_desc
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dtype: string
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- name: id
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-
dtype:
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- name: start idx
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-
dtype:
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- name: end idx
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-
dtype:
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- name: length
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-
dtype:
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- name: cluster_id
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dtype: int32
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- name: correlation to model
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@@ -76,9 +76,9 @@ configs:
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- name: correlation achieved with tolerance
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dtype: string
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- name: MAE
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-
dtype:
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- name: relaxed MAE
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-
dtype:
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- config_name: raw_partial_data
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data_files:
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- split: exploratory
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@@ -575,7 +575,20 @@ configs:
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path: "exploratory/irregular_p30/resampled_1min/*-data.parquet"
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- split: confirmatory
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path: "confirmatory/irregular_p30/resampled_1min/*-data.parquet"
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-
features:
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- config_name: downsampled_partial_labels
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data_files:
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- split: exploratory
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@@ -596,7 +609,7 @@ configs:
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path: "exploratory/irregular_p90/resampled_1min/*-data.parquet"
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- split: confirmatory
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path: "confirmatory/irregular_p90/resampled_1min/*-data.parquet"
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-
features: *
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- config_name: downsampled_sparse_labels
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data_files:
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- split: exploratory
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@@ -612,6 +625,7 @@ configs:
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path: "confirmatory/irregular_p90/resampled_1min/bad_partitions/*-labels.parquet"
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features: *id002
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---
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# CSTS - Correlation Structures in Time Series
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## Important Notice
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- name: clustering_desc
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dtype: string
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- name: id
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+
dtype: int32
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| 64 |
- name: start idx
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| 65 |
+
dtype: int32
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| 66 |
- name: end idx
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| 67 |
+
dtype: int32
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| 68 |
- name: length
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| 69 |
+
dtype: int32
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- name: cluster_id
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dtype: int32
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| 72 |
- name: correlation to model
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| 76 |
- name: correlation achieved with tolerance
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dtype: string
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- name: MAE
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| 79 |
+
dtype: float32
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- name: relaxed MAE
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| 81 |
+
dtype: float32
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| 82 |
- config_name: raw_partial_data
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data_files:
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| 84 |
- split: exploratory
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| 575 |
path: "exploratory/irregular_p30/resampled_1min/*-data.parquet"
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| 576 |
- split: confirmatory
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path: "confirmatory/irregular_p30/resampled_1min/*-data.parquet"
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+
features: &id005
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| 579 |
+
- name: subject_id
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+
dtype: string
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+
- name: datetime
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+
dtype: string
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type: timestamp
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- name: original_index
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| 585 |
+
dtype: int64
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| 586 |
+
- name: iob
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| 587 |
+
dtype: float64
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| 588 |
+
- name: cob
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| 589 |
+
dtype: float64
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| 590 |
+
- name: ig
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+
dtype: float64
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- config_name: downsampled_partial_labels
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data_files:
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- split: exploratory
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path: "exploratory/irregular_p90/resampled_1min/*-data.parquet"
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- split: confirmatory
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path: "confirmatory/irregular_p90/resampled_1min/*-data.parquet"
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| 612 |
+
features: *id005
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- config_name: downsampled_sparse_labels
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| 614 |
data_files:
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| 615 |
- split: exploratory
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path: "confirmatory/irregular_p90/resampled_1min/bad_partitions/*-labels.parquet"
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features: *id002
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---
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+
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# CSTS - Correlation Structures in Time Series
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## Important Notice
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