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OCHEM was designed as a user-friendly web tool for model develop= ment.
It provides an access to about 10 different machine learning methods and= more than 20 different descriptors.
OCHEM can easily develop models with >300k molecules and has handled = data matrices with up to 2*1011 entries (~300k molecules X 700,0= 00 descriptors). For analysis of ToxCast data more than 20k models were= developed as analysed elsewhere.
The following tutorial= explains the development of models using OCHEM.