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Shifu 0.2.4 Sensitivity Analysis

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Zhang Pengshan (David) edited this page Mar 13, 2015 · 2 revisions

What is sensitivity analysis?

Sensitivity analysis is a method to analyze variable importance by computing score after removing one variable.

How do we do sensitivity analysis in Shifu?

In Shifu 0.2.4, sensitivity analysis is added. TODO

Sensitivity analysis with variable selection in Shifu

TODO

How to enable sensitivity analysis in Shifu?

TODO

Sensitivity output in Shifu

TODO

Shifu: A Distributed Model Training Framework on Hadoop

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