Table 1 Description of datasets
From: Towards a deep learning-based outlier detection approach in the context of streaming data
Dataset | # of attributes | # of instances | # of outliers | Percentage of outlier (%) | # of inliers |
|---|---|---|---|---|---|
Breast-cancer | 30 | 683 | 239 | 34.99 | 444 |
Annthyroid | 21 | 7200 | 534 | 7.42 | 6666 |
Musk | 168 | 6598 | 211 | 3.2 | 6387 |
Cardiotocography | 23 | 2126 | 204 | 9.6 | 1922 |