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Point metrics - PowerPoint PPT Presentation

Software Metrics

Software Metrics. Engineering. Engineering is a discipline based on quantitative approaches All branches of engineering rely upon the use measurements Software Engineering is not an exception SE uses measurements to evaluate the quality of software products. Software Metrics.

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Evaluation Metrics CS229

Evaluation Metrics CS229. Anand Avati. Topics. Why? Binary classifiers Rank view , Thresholding Metrics Confusion Matrix Point metrics: Accuracy, Precision, Recall / Sensitivity, Specificity, F-score Summary metrics: AU-ROC, AU-PRC, Log-loss. Choosing Metrics Class Imbalance

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Point metrics - PowerPoint PPT Presentation

Software Metrics

Evaluation Metrics CS229