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sklearn_ensemble_cv

Introduction

  • Ensemble Cross Validation

Tutorials

  • Basics
  • Generalized Cross-Validation for Non-Ensemble Models
  • Correct Generalized Cross-Validation for \(l1\)-regularized Huber Ensembles
  • Ensemble Cross-validation for Multitask Regression
  • Ensemble Cross-Validation for Random Forest Regression

Index

C | E | G | K | M | P | S

C

  • comp_empirical_ecv() (in module sklearn_ensemble_cv.cross_validation)
  • comp_empirical_gcv() (in module sklearn_ensemble_cv.cross_validation)
  • comp_empirical_val() (in module sklearn_ensemble_cv.cross_validation)
  • compute_cgcv_estimate() (sklearn_ensemble_cv.ensemble.Ensemble method)
  • compute_ecv_estimate() (sklearn_ensemble_cv.ensemble.Ensemble method)
  • compute_gcv_estimate() (sklearn_ensemble_cv.ensemble.Ensemble method)

E

  • ECV() (in module sklearn_ensemble_cv.cross_validation)
  • Ensemble (class in sklearn_ensemble_cv.ensemble)

G

  • GCV() (in module sklearn_ensemble_cv.cross_validation)

K

  • KFoldCV() (in module sklearn_ensemble_cv.cross_validation)

M

  • module
    • sklearn_ensemble_cv.cross_validation
    • sklearn_ensemble_cv.ensemble

P

  • predict_individual() (sklearn_ensemble_cv.ensemble.Ensemble method)

S

  • set_fit_request() (sklearn_ensemble_cv.ensemble.Ensemble method)
  • set_score_request() (sklearn_ensemble_cv.ensemble.Ensemble method)
  • sklearn_ensemble_cv.cross_validation
    • module
  • sklearn_ensemble_cv.ensemble
    • module
  • splitCV() (in module sklearn_ensemble_cv.cross_validation)

By Jin-Hong Du

© Copyright 2025, Jin-Hong Du.