20/20+ releases

Necessary data files

Pre-trained classifier

We have trained a 20/20+ classifier on pan-cancer data. This can be used to predict on cancer type specific mutations.

Current trained classifier (>= v1.1.0):

Trained classifier for versions 1.0.0-1.0.3 (old):

Pan-cancer mutation data

Collin J. Tokheim, Nickolas Papadopoulos, Kenneth W. Kinzler, Bert Vogelstein, and Rachel Karchin. Evaluating the evaluation of cancer driver genes. PNAS 2016 ; published ahead of print November 22, 2016, doi:10.1073/pnas.1616440113

Details about how the mutations were filtered is available here.

Example data