The challenge is now over. But it remains open for post-challenge submissions!
Submitted by Roman Lutz
LogitBoost with trees
Dataset | Balanced Error | Area Under Curve | |||||
---|---|---|---|---|---|---|---|
Train | Valid | Test | Train | Valid | Test | ||
ada | 0.1573 | 0.1691 | 0.1685 | 0.842 | 0.8471 | 0.83 | agnostic |
gina | 0 | 0 | 0.0339 | 1 | 1 | 0.9668 | agnostic |
hiva | 0.0465 | 0.0419 | 0.3038 | 0.953 | 0.9579 | 0.7019 | agnostic |
nova | 0 | 0 | 0.0463 | 1 | 1 | 0.9538 | agnostic |
sylva | 0.0036 | 0.0049 | 0.0062 | 0.9965 | 0.9942 | 0.9938 | agnostic |
Overall | 0.0415 | 0.0432 | 0.1117 | 0.9583 | 0.9598 | 0.8892 | agnostic |
This entry is a complete agnostic learning entry.