2017 NCI-CPTAC DREAM Proteogeomics Challenge - Subchallenge 2

This is the code adapted from the best performer for subchallenge 2.

It includes 1.data pre-process 2.model comparison (based on five-fold cross validation) 3.feature importance 4.plot

background: NCI-CPTAC DREAM

see also: Hongyang Li and Yuanfang Guan solution and Docker

Warning! You need to download the challenge DATA and put them into ./sub2/data/raw/ before running the codes

Usage:

1. pre-process & train-predict & feature importance

bash bash_sub2.sh

2. functional analysis folder:

pathway_sub2

3. plot folder:

analysis