Model interpretability - PowerPoint PPT Presentation

Supervised machine learning

Supervised machine learning. 01/24/2012. Agenda. 0. Introduction of machine learning --Some clinical examples Introduction of classification 1. Cross validation 2. Over-fitting Feature (gene) selection Performance assessment Case study (Leukemia)

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1.12k views • 72 slides

Variance Reduction for Stable Feature Selection

Variance Reduction for Stable Feature Selection. Department of Computer Science 10/27/10. Presenter: Yue Han Advisor: Lei Yu. Outline. Introduction and Motivation Background and Related Work Preliminaries Publications Theoretical Framework

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644 views • 35 slides

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