Multiple Instance Learning Datasets
This page aims at providing to the evolutionary learning/machine learning researchers a set of MIL bechmarks to analyze the behavior of the learning methods. Both data and partitions of data set for MIL different applications are available.
Dataset | Attributes | Bags |
Instances | Average Bag size | ||
Positive | Negative | Total | ||||
Drug Activity Prediction |
||||||
Musk1 | 166 |
47 |
45 |
92 |
476 |
5.17 |
Musk2 | 166 |
39 |
63 |
102 |
6598 |
64.69 |
Mutagenesis_Atoms | 10 |
125 |
63 |
188 |
1618 |
8.61 |
Mutagenesis_Bonds | 16 |
125 |
63 |
188 |
3995 |
21.25 |
Mutagenesis_Chains | 24 |
125 |
63 |
188 |
5349 |
28.45 |
Content-based image retrieval and classification |
||||||
Tiger | 230 |
100 |
100 |
200 |
1391 |
6.96 |
Elephant | 230 |
100 |
100 |
200 |
1220 |
6.10 |
Fox | 320 |
100 |
100 |
200 |
1320 |
6.60 |