The challenge is over, but a new challenge is on-going using the same datasets, check it out!
Submitted by J. Wichard
several models, mostly svm
| Dataset | Balanced Error | Test guess | Guess error | Test score | Area Under Curve | ||||
|---|---|---|---|---|---|---|---|---|---|
| Train | Valid | Test | Train | Valid | Test | ||||
| ada | 0.2056 | 0.2245 | 0.222 | 0.2056 | 0.0164 | 0.2384 | 0.7864 | 0.7813 | 0.778 |
| gina | 0 | 0.0572 | 0.0594 | 0.0693 | 0.0099 | 0.0693 | 1 | 0.9302 | 0.9406 |
| hiva | 0.0015 | 0.4037 | 0.3651 | 0.0015 | 0.3636 | 0.7287 | 0.9981 | 0.6127 | 0.6349 |
| nova | 0.001 | 0.104 | 0.1074 | 0.001 | 0.1064 | 0.2138 | 0.9985 | 0.9323 | 0.9271 |
| sylva | 0.002 | 0.0041 | 0.0101 | 0.002 | 0.0082 | 0.0183 | 1 | 0.9986 | 0.998 |
| Overall | 0.042 | 0.1587 | 0.1528 | 0.0559 | 0.1009 | 0.2537 | 0.9566 | 0.851 | 0.8557 |
This entry is a complete valid challenge entry.