metadata
license: cc-by-4.0
configs:
- config_name: raw_complete_data
data_files:
- split: exploratory
path: exploratory/raw/*-data.csv
features: &ref_0
- name: datetime
dtype: string
type: timestamp
- name: iob
dtype: float32
- name: cob
dtype: float32
- name: ig
dtype: float32
- config_name: raw_complete_labels
data_files:
- split: exploratory
path: exploratory/raw/*-labels.csv
features: &ref_1
- 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.csv
features: *ref_0
- config_name: raw_partial_labels
data_files:
- split: exploratory
path: exploratory/irregular_p30/raw/*-labels.csv
features: *ref_1
- config_name: raw_sparse_data
data_files:
- split: exploratory
path: exploratory/irregular_p90/raw/*-data.csv
features: *ref_0
- config_name: raw_sparse_labels
data_files:
- split: exploratory
path: exploratory/irregular_p90/raw/*-labels.csv
features: *ref_1
- config_name: correlated_complete_data
data_files:
- split: exploratory
path: exploratory/normal/*-data.csv
features: *ref_0
- config_name: correlated_complete_labels
data_files:
- split: exploratory
path: exploratory/normal/*-labels.csv
features: *ref_1
- config_name: correlated_partial_data
data_files:
- split: exploratory
path: exploratory/irregular_p30/normal/*-data.csv
features: *ref_0
- config_name: correlated_partial_labels
data_files:
- split: exploratory
path: exploratory/irregular_p30/normal/*-labels.csv
features: *ref_1
- config_name: correlated_sparse_data
data_files:
- split: exploratory
path: exploratory/irregular_p90/normal/*-data.csv
features: *ref_0
- config_name: correlated_sparse_labels
data_files:
- split: exploratory
path: exploratory/irregular_p90/normal/*-labels.csv
features: *ref_1
- config_name: nonnormal_complete_data
data_files:
- split: exploratory
path: exploratory/non_normal/*-data.csv
features: *ref_0
- config_name: nonnormal_complete_labels
data_files:
- split: exploratory
path: exploratory/non_normal/*-labels.csv
features: *ref_1
- config_name: nonnormal_partial_data
data_files:
- split: exploratory
path: exploratory/irregular_p30/non_normal/*-data.csv
features: *ref_0
- config_name: nonnormal_partial_labels
data_files:
- split: exploratory
path: exploratory/irregular_p30/non_normal/*-labels.csv
features: *ref_1
- config_name: nonnormal_sparse_data
data_files:
- split: exploratory
path: exploratory/irregular_p90/non_normal/*-data.csv
features: *ref_0
- config_name: nonnormal_sparse_labels
data_files:
- split: exploratory
path: exploratory/irregular_p90/non_normal/*-labels.csv
features: *ref_1
- config_name: downsampled_complete_data
data_files:
- split: exploratory
path: exploratory/resampled_1min/*-data.csv
features: *ref_0
- config_name: downsampled_complete_labels
data_files:
- split: exploratory
path: exploratory/resampled_1min/*-labels.csv
features: *ref_1
- config_name: downsampled_partial_data
data_files:
- split: exploratory
path: exploratory/irregular_p30/resampled_1min/*-data.csv
features: *ref_0
- config_name: downsampled_partial_labels
data_files:
- split: exploratory
path: exploratory/irregular_p30/resampled_1min/*-labels.csv
features: *ref_1
- config_name: downsampled_sparse_data
data_files:
- split: exploratory
path: exploratory/irregular_p90/resampled_1min/*-data.csv
features: *ref_0
- config_name: downsampled_sparse_labels
data_files:
- split: exploratory
path: exploratory/irregular_p90/resampled_1min/*-labels.csv
features: *ref_1
- config_name: raw_complete_data
data_files:
- split: confirmatory
path: confirmatory/raw/*-data.csv
features: *ref_0
- config_name: raw_complete_labels
data_files:
- split: confirmatory
path: confirmatory/raw/*-labels.csv
features: *ref_1
- config_name: raw_partial_data
data_files:
- split: confirmatory
path: confirmatory/irregular_p30/raw/*-data.csv
features: *ref_0
- config_name: raw_partial_labels
data_files:
- split: confirmatory
path: confirmatory/irregular_p30/raw/*-labels.csv
features: *ref_1
- config_name: raw_sparse_data
data_files:
- split: confirmatory
path: confirmatory/irregular_p90/raw/*-data.csv
features: *ref_0
- config_name: raw_sparse_labels
data_files:
- split: confirmatory
path: confirmatory/irregular_p90/raw/*-labels.csv
features: *ref_1
- config_name: correlated_complete_data
data_files:
- split: confirmatory
path: confirmatory/normal/*-data.csv
features: *ref_0
- config_name: correlated_complete_labels
data_files:
- split: confirmatory
path: confirmatory/normal/*-labels.csv
features: *ref_1
- config_name: correlated_partial_data
data_files:
- split: confirmatory
path: confirmatory/irregular_p30/normal/*-data.csv
features: *ref_0
- config_name: correlated_partial_labels
data_files:
- split: confirmatory
path: confirmatory/irregular_p30/normal/*-labels.csv
features: *ref_1
- config_name: correlated_sparse_data
data_files:
- split: confirmatory
path: confirmatory/irregular_p90/normal/*-data.csv
features: *ref_0
- config_name: correlated_sparse_labels
data_files:
- split: confirmatory
path: confirmatory/irregular_p90/normal/*-labels.csv
features: *ref_1
- config_name: nonnormal_complete_data
data_files:
- split: confirmatory
path: confirmatory/non_normal/*-data.csv
features: *ref_0
- config_name: nonnormal_complete_labels
data_files:
- split: confirmatory
path: confirmatory/non_normal/*-labels.csv
features: *ref_1
- config_name: nonnormal_partial_data
data_files:
- split: confirmatory
path: confirmatory/irregular_p30/non_normal/*-data.csv
features: *ref_0
- config_name: nonnormal_partial_labels
data_files:
- split: confirmatory
path: confirmatory/irregular_p30/non_normal/*-labels.csv
features: *ref_1
- config_name: nonnormal_sparse_data
data_files:
- split: confirmatory
path: confirmatory/irregular_p90/non_normal/*-data.csv
features: *ref_0
- config_name: nonnormal_sparse_labels
data_files:
- split: confirmatory
path: confirmatory/irregular_p90/non_normal/*-labels.csv
features: *ref_1
- config_name: downsampled_complete_data
data_files:
- split: confirmatory
path: confirmatory/resampled_1min/*-data.csv
features: *ref_0
- config_name: downsampled_complete_labels
data_files:
- split: confirmatory
path: confirmatory/resampled_1min/*-labels.csv
features: *ref_1
- config_name: downsampled_partial_data
data_files:
- split: confirmatory
path: confirmatory/irregular_p30/resampled_1min/*-data.csv
features: *ref_0
- config_name: downsampled_partial_labels
data_files:
- split: confirmatory
path: confirmatory/irregular_p30/resampled_1min/*-labels.csv
features: *ref_1
- config_name: downsampled_sparse_data
data_files:
- split: confirmatory
path: confirmatory/irregular_p90/resampled_1min/*-data.csv
features: *ref_0
- config_name: downsampled_sparse_labels
data_files:
- split: confirmatory
path: confirmatory/irregular_p90/resampled_1min/*-labels.csv
features: *ref_1