OCDocker.OCScore.Analysis.Metrics package

Submodules

• OCDocker.OCScore.Analysis.Metrics.Bootstrap module
  • bootstrap_ci()
• OCDocker.OCScore.Analysis.Metrics.Ranking module
  • bedroc()
  • enrichment_factor()
  • groupwise()
  • pr_auc()
  • riep()
  • roc_auc()
  • threshold_at_precision()
  • top_fraction_precision()
  • top_k_precision()

Module contents

Metrics package for model evaluation and validation.

Usage:

import OCDocker.OCScore.Analysis.Metrics as ocstatmetrics

Modules

• Bootstrap: Bootstrap confidence intervals for metrics.

• Ranking: Core ranking metrics (ROC/PR/EF, etc.).