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Evaluating Predictive Models

Evaluating Predictive Models. Niels Peek Department of Medical Informatics Academic Medical Center University of Amsterdam. Outline. Model evaluation basics Performance measures Evaluation tasks Model selection Performance assessment Model comparison Summary.

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609 views • 48 slides

Classification and Prediction

Classification and Prediction. Linear Regression. Linear regression : involves a response variable y and a single predictor variable x y = w 0 + w 1 x where w 0 (y-intercept) and w 1 (slope) are regression coefficients Method of least squares : estimates the best-fitting straight line

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229 views • 22 slides

Prediction By N.Gopinath AP/CSE

Prediction By N.Gopinath AP/CSE. Linear Regression. Linear regression : involves a response variable y and a single predictor variable x y = w 0 + w 1 x where w 0 (y-intercept) and w 1 (slope) are regression coefficients

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222 views • 22 slides

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Error rate misclassification rate - PowerPoint PPT Presentation

Evaluating Predictive Models

Classification and Prediction

Prediction By N.Gopinath AP/CSE