Binary Classification

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Model Evaluation and Metrics

Guides to measuring and assessing the performance of binary classification models.

Performance Metrics and Model Selection

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Arrrrv

Benchmarking Classification Models on the UNSW-NB15 Network Intrusion Dataset

Lorenzo Vitali

Frauds and why you do not want to use all your labels

Stat@Sovan

Which one should we optimize? Statistically most common or practically most important!

Lorenzo Vitali

Inspiration for some Initial Feature Elimination in classical ML

Lorenzo Vitali

Classic Binary Classification Metrics and top-k constraints

See more stories

Who to follow

Latest stories

Arrrrv

Benchmarking Classification Models on the UNSW-NB15 Network Intrusion Dataset

Lorenzo Vitali

Frauds and why you do not want to use all your labels

Stat@Sovan

Which one should we optimize? Statistically most common or practically most important!

Lorenzo Vitali

Inspiration for some Initial Feature Elimination in classical ML

Lorenzo Vitali

Classic Binary Classification Metrics and top-k constraints

See more stories

Who to follow