Latticework

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intermediate5h estimated

Model Evaluation

Accuracy/precision/recall/F1, k-fold cross-validation, and the bias-variance tradeoff — how to tell whether a model is actually good, not just whether it ran.

Prerequisites

Useful for

data scientistml engineer

Modules

Metrics

18 min

Start

Cross-validation

18 min

Start

Bias/Variance

18 min

Start