WCCI Performance Prediction Challenge

The challenge is over, but a new challenge is on-going using the same datasets, check it out!

LB tree

Submitted by Roman Lutz

LogitBoost with trees

Dataset Balanced Error Test guess Guess error Test score Area Under Curve
Train Valid Test Train Valid Test
ada 0.134 0.1431 0.1712 0.1565 0.0147 0.1859 0.8715 0.8624 0.8288
gina 0 0 0.0385 0.0415 0.003 0.0413 1 1 0.9615
hiva 0.1377 0.1875 0.2888 0.2756 0.0132 0.3001 0.8772 0.8419 0.7112
nova 0 0 0.0491 0.0506 0.0015 0.0499 1 1 0.9509
sylva 0.0046 0.0045 0.0064 0.0058 0.0006 0.0069 0.9952 0.9952 0.9936
Overall 0.0553 0.067 0.1108 0.106 0.0066 0.1168 0.9488 0.9399 0.8892

This entry is a complete valid challenge entry.