gemseo.mlearning.regression.quality package

Quality assessment for regressors.

Submodules

• gemseo.mlearning.regression.quality.base_regressor_quality module
  • BaseRegressorQuality
    • BaseRegressorQuality.compute_bootstrap_measure()
    • BaseRegressorQuality.compute_cross_validation_measure()
    • BaseRegressorQuality.compute_learning_measure()
    • BaseRegressorQuality.compute_leave_one_out_measure()
    • BaseRegressorQuality.compute_test_measure()
    • BaseRegressorQuality.algo
• gemseo.mlearning.regression.quality.factory module
  • RegressorQualityFactory
• gemseo.mlearning.regression.quality.mae_measure module
  • MAEMeasure
• gemseo.mlearning.regression.quality.me_measure module
  • MEMeasure
• gemseo.mlearning.regression.quality.mse_measure module
  • MSEMeasure
• gemseo.mlearning.regression.quality.r2_measure module
  • R2Measure
    • R2Measure.compute_bootstrap_measure()
    • R2Measure.compute_cross_validation_measure()
    • R2Measure.SMALLER_IS_BETTER
    • R2Measure.algo
• gemseo.mlearning.regression.quality.rmse_measure module
  • RMSEMeasure
    • RMSEMeasure.compute_bootstrap_measure()
    • RMSEMeasure.compute_cross_validation_measure()
    • RMSEMeasure.compute_learning_measure()
    • RMSEMeasure.compute_test_measure()