The challenge is now over. But it remains open for post-challenge submissions!
Submitted by Vojtech Franc
RBF SVM, hyperparameters tuned using LOO BER
Dataset | Balanced Error | Area Under Curve | |||||
---|---|---|---|---|---|---|---|
Train | Valid | Test | Train | Valid | Test | ||
ada | 0.1864 | 0.2239 | 0.2037 | 0.8975 | 0.8551 | 0.8835 | agnostic |
gina | 0.0009 | 0.0445 | 0.0552 | 1 | 0.9923 | 0.9869 | agnostic |
hiva | 0.1036 | 0.3027 | 0.2827 | 0.9652 | 0.7952 | 0.7707 | agnostic |
nova | 0.0014 | 0.084 | 0.0877 | 1 | 0.9906 | 0.9834 | agnostic |
sylva | 0.0088 | 0.018 | 0.0205 | 0.998 | 0.9984 | 0.9971 | agnostic |
Overall | 0.0602 | 0.1346 | 0.13 | 0.9721 | 0.9263 | 0.9243 | agnostic |
This entry is a complete agnostic learning entry.