Multiclass Classification on Lycos 2017
84.46F1 Scoretriplet network
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| triplet networkSamples=1602026.05 | 84.46 | 92.36 | 81.09 | 0.5641 | |
| triplet networkSamples=402026.05 | 83.46 | 87.55 | 81.16 | 0.3305 | |
| triplet networkSamples=802026.05 | 83.43 | 91.56 | 80.29 | 0.5954 | |
| KNN classifierSamples=802026.05 | 82.68 | 87.77 | 79.8 | 0.3405 | |
| KNN classifierSamples=402026.05 | 82.18 | 85.81 | 80.07 | 0.2714 | |
| KNN classifierSamples=1602026.05 | 81.69 | 89.44 | 77.73 | 0.5129 | |
| triplet networkSamples=202026.05 | 81.19 | 81.78 | 81.27 | 0.2353 | |
| KNN classifierSamples=202026.05 | 80.24 | 81.33 | 80.12 | 0.2075 | |
| MLPSamples=1602026.05 | 79.2 | 92.96 | 74.62 | 1.3501 | |
| MLPSamples=402026.05 | 78.87 | 90.54 | 76.57 | 1.4829 | |
| MLPSamples=802026.05 | 78.7 | 92.12 | 74.48 | 1.4582 | |
| triplet networkSamples=102026.05 | 78.02 | 75.76 | 82.4 | 0.1476 | |
| MLPSamples=202026.05 | 77.76 | 88.69 | 75.87 | 1.3883 | |
| MLPSamples=102026.05 | 76.15 | 85.16 | 75.35 | 1.2975 | |
| KNN classifierSamples=102026.05 | 75.82 | 74.4 | 78.76 | 0.1542 | |
| Siamese networkSamples=1602026.05 | 68.67 | 88.95 | 64.01 | 7.9567 | |
| Siamese networkSamples=802026.05 | 67.75 | 86.77 | 63.07 | 7.4649 | |
| Siamese networkSamples=202026.05 | 66.31 | 82.01 | 62.89 | 15.3519 | |
| Siamese networkSamples=402026.05 | 66.28 | 85.84 | 62.27 | 8.6839 | |
| Siamese networkSamples=102026.05 | 64.16 | 77.07 | 61.55 | 15.5338 |