Classification Practice

Instructions

1. Distinguish probability estimation from the classification decision rule.

Ordered items

1. Logistic probability and cross-entropyClassification · 6 min
2. Classification metrics from countsClassification · 6 min
3. Logistic regression knowledge checkClassification · 10 min
4. Classification metrics knowledge checkClassification · 10 min

Completion

Compute a loss and evaluation metrics and explain threshold trade-offs.