The Virtual Screening Problem

Given for each Molecule i

• Descriptor vector

• Bioresponse

Catch: many descriptors/attributes (600-1000)

very few data points (30-200)

descriptors very correlated

Goals:

Predict bioresponse

Provide explanation/hypotheses

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