WCCI Performance Prediction Challenge

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

2D-CLDA-Quad

Submitted by Chunghoon Kim

2D mapping - CLDA - Quadratic classifier
cf)guess error based on the results of the training set

Dataset Balanced Error Test guess Guess error Test score Area Under Curve
Train Valid Test Train Valid Test
ada 0.1903 0.2077 0.2085 0.1833 0.0253 0.2338 0.8869 0.8719 0.8744
gina 0.1006 0.102 0.1208 0.0983 0.0225 0.1433 0.9304 0.921 0.9102
hiva 0.149 0.3485 0.3057 0.1408 0.1649 0.4706 0.9158 0.7166 0.7395
nova 0.012 0.064 0.1026 0.026 0.0766 0.1792 0.9915 0.948 0.9194
sylva 0.0268 0.0183 0.0295 0.0261 0.0034 0.0328 0.9858 0.9872 0.9818
Overall 0.0958 0.1481 0.1534 0.0949 0.0585 0.2119 0.9421 0.8889 0.8851

This entry is a complete valid challenge entry.