WCCI Performance Prediction Challenge

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

Simple Neural Net

Submitted by Patrick Haluptzok

3 layer feedforward, validation set for stopping
hidden layer between 30 and 200

Dataset Balanced Error Test guess Guess error Test score Area Under Curve
Train Valid Test Train Valid Test
ada 0 0 0.1921 0.154 0.0381 0.2301 1 1 0.8079
gina 0 0 0.1148 0.095 0.0198 0.1347 1 1 0.8852
hiva 0 0 0.3076 0.365 0.0574 0.365 1 1 0.6924
nova 0 0 0.0794 0.082 0.0026 0.0811 1 1 0.9206
sylva 0 0 0.0164 0.002 0.0144 0.0308 1 1 0.9836
Overall 0 0 0.1421 0.1396 0.0265 0.1683 1 1 0.8579

This entry is a complete valid challenge entry.