PASCAL Agnostic Learning
vs.
Prior Knowledge
IJCNN07

The challenge is now over. But it remains open for post-challenge submissions!


IMPORTANT: Entries made since February 1st 2007 might be using validation data, now available for training.

cross-indexing-7a

Submitted by Juha Reunanen

Same models as in cross-indexing-7, but trained using validation data as well.

Dataset Balanced Error Area Under Curve  
Train Valid Test Train Valid Test
ada 0.1606 0.1836 0.1838 0.924 0.9026 0.9034 agnostic
gina 0 0 0.0434 1 1 0.9913 agnostic
hiva 0.0851 0.1544 0.2863 0.9674 0.9533 0.7662 agnostic
nova 0.0004 0 0.048 1 1 0.9908 agnostic
sylva 0.0044 0.0037 0.0109 0.9995 0.9997 0.9987 agnostic
Overall 0.0501 0.0683 0.1145 0.9782 0.9711 0.9301 agnostic

This entry is a complete agnostic learning entry.