Research Article
Twin Support Vector Machine for Multiple Instance Learning Based on Bag Dissimilarities
Table 1
Multiple instance learning datasets.
| Datasets | Number of bags | Number of attributes | Number of instances | Average bag size | +bags | −bags | Total |
| Musk 1 | 47 | 45 | 92 | 167 | 476 | 5.17 | Musk 2 | 39 | 63 | 102 | 167 | 6598 | 64.69 | Mutagenesis-atoms | 125 | 63 | 188 | 11 | 1618 | 8.61 | Winter wren | 109 | 439 | 548 | 38 | 10232 | 18.67 | Brown creeper | 197 | 351 | 548 | 38 | 10232 | 18.67 | Elephant | 100 | 100 | 200 | 230 | 1391 | 6.96 | Fox | 100 | 100 | 200 | 230 | 1320 | 6.6 | Tiger | 100 | 100 | 200 | 230 | 1220 | 6.2 | eastWest | 10 | 10 | 20 | 25 | 213 | 10.65 | westEast | 10 | 10 | 20 | 25 | 213 | 10.65 |
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