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Tp rate - PowerPoint PPT Presentation

ROC curves

ROC curves. Data Mining Lab 5. Lab outline. Remind what ROC curve is Generate ROC curves using WEKA Some usage of ROC curves. Point in ROC space. TP rate. FP rate. FP rate: FP/N TP rate: TP/P (recall) FN rate: FN/N TN rate: TN/P Classifier accuracy: (TP+TN)/(P+N).

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Model Evaluation

Model Evaluation. Metrics for Performance Evaluation How to evaluate the performance of a model? Methods for Performance Evaluation How to obtain reliable estimates? Methods for Model Comparison How to compare the relative performance of different models?.

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617 views • 31 slides

Model Evaluation

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560 views • 31 slides

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Tp rate - PowerPoint PPT Presentation

ROC curves

Model Evaluation

Model Evaluation