Datasets:
Tasks:
Tabular Classification
Formats:
csv
Sub-tasks:
tabular-multi-class-classification
Languages:
English
Size:
10K - 100K
ArXiv:
Tags:
anomaly-detection
continual-learning
continual-anomaly-detection
particle-identification
physics
tabular
License:
| { | |
| "source": "data/output/datasets/miniboone/clustering/miniboone_clustered_RandomAnomalies_SpectralClustering_sampled_50000.csv", | |
| "task_id_column": "task_name", | |
| "orderings": [ | |
| { | |
| "name": "curriculum_asc", | |
| "task_sequence": [ | |
| "miniboone_2", | |
| "miniboone_3", | |
| "miniboone_0", | |
| "miniboone_4", | |
| "miniboone_1" | |
| ] | |
| }, | |
| { | |
| "name": "curriculum_desc", | |
| "task_sequence": [ | |
| "miniboone_1", | |
| "miniboone_4", | |
| "miniboone_0", | |
| "miniboone_3", | |
| "miniboone_2" | |
| ] | |
| }, | |
| { | |
| "name": "generalization_desc", | |
| "task_sequence": [ | |
| "miniboone_2", | |
| "miniboone_0", | |
| "miniboone_3", | |
| "miniboone_4", | |
| "miniboone_1" | |
| ] | |
| }, | |
| { | |
| "name": "generalization_asc", | |
| "task_sequence": [ | |
| "miniboone_1", | |
| "miniboone_4", | |
| "miniboone_3", | |
| "miniboone_0", | |
| "miniboone_2" | |
| ] | |
| }, | |
| { | |
| "name": "smooth_drift", | |
| "task_sequence": [ | |
| "miniboone_1", | |
| "miniboone_4", | |
| "miniboone_0", | |
| "miniboone_3", | |
| "miniboone_2" | |
| ] | |
| }, | |
| { | |
| "name": "abrupt_drift", | |
| "task_sequence": [ | |
| "miniboone_0", | |
| "miniboone_1", | |
| "miniboone_2", | |
| "miniboone_4", | |
| "miniboone_3" | |
| ] | |
| } | |
| ] | |
| } |