gemseo.mlearning.core.quality package

Core machine learning algorithms.

Submodules

• gemseo.mlearning.core.quality.base_ml_algo_quality module
  • BaseMLAlgoQuality
    • BaseMLAlgoQuality.EvaluationFunctionName
      • BaseMLAlgoQuality.EvaluationFunctionName.BOOTSTRAP
      • BaseMLAlgoQuality.EvaluationFunctionName.KFOLDS
      • BaseMLAlgoQuality.EvaluationFunctionName.LEARN
      • BaseMLAlgoQuality.EvaluationFunctionName.LOO
      • BaseMLAlgoQuality.EvaluationFunctionName.TEST
    • BaseMLAlgoQuality.EvaluationMethod
      • BaseMLAlgoQuality.EvaluationMethod.BOOTSTRAP
      • BaseMLAlgoQuality.EvaluationMethod.KFOLDS
      • BaseMLAlgoQuality.EvaluationMethod.LEARN
      • BaseMLAlgoQuality.EvaluationMethod.LOO
      • BaseMLAlgoQuality.EvaluationMethod.TEST
    • BaseMLAlgoQuality.is_better()
    • BaseMLAlgoQuality.compute_bootstrap_measure()
    • BaseMLAlgoQuality.compute_cross_validation_measure()
    • BaseMLAlgoQuality.compute_learning_measure()
    • BaseMLAlgoQuality.compute_leave_one_out_measure()
    • BaseMLAlgoQuality.compute_test_measure()
    • BaseMLAlgoQuality.SMALLER_IS_BETTER
    • BaseMLAlgoQuality.algo
• gemseo.mlearning.core.quality.factory module
  • MLAlgoQualityFactory
    • MLAlgoQualityFactory.failed_imports