Index

_

__init__() (ahfs_class.ahfs.AHFS method) (evaluators.e_AgiLM.AgiLM method) (evaluators.helpers.eval.EvalBase method) (feasel.f_FCBF.FastCorrFS method) (feasel.f_FCBFiP.FastCorriPFS method) (feasel.f_FFSA.ForwardFeatureSel method) (feasel.f_LCFS.LinearCorrelation method) (feasel.f_mFCBF.ModifiedFastCorrFS method) (feasel.f_MMIFS.ModifiedMutualInfo method) (feasel.f_mRMR.MinRedMaxRel method) (feasel.f_NMIFS.NormalizedMutualInfo method) (feasel.f_ORIG.DistanceFS method) (feasel.helpers.feasel_frame.FeaselBase method) (utils.helpers.loader.LoaderBase method) (utils.metrics.Metrics method) (utils.postprocessing.aggregated_metrics method) (utils.presets.AbaloneDataset method) (utils.presets.BankDataset method) (utils.presets.CalculatedCuttingFcDataset method) (utils.presets.CalculatedCuttingPDataset method) (utils.presets.CalculatedCuttingRaDataset method) (utils.presets.CalculatedCuttingTDataset method) (utils.presets.CarDataset method) (utils.presets.CommCrimeDataset method) (utils.presets.ForestFiresDataset method) (utils.presets.HousingDataset method) (utils.presets.IrisDataset method) (utils.presets.MeasuredCuttingFcDataset method) (utils.presets.MeasuredCuttingPDataset method) (utils.presets.MeasuredCuttingRaDataset method) (utils.presets.MeasuredCuttingTDataset method) (utils.presets.MitbihTest method) (utils.presets.MNISTTrain method) (utils.presets.ParkinsonsTelemonitoringMotorDataset method) (utils.presets.ParkinsonsTelemonitoringTotalDataset method) (utils.presets.ReplicatedParkinsonDataset method) (utils.presets.SonarDataset method) (utils.presets.SuperConductDataset method) (utils.presets.WineDataset method) (utils.presets.WineQualityRedDataset method) (utils.presets.WisconsinBreastCancerDataset method) (utils.presets.YearPredDataset method)

A

AbaloneDataset (class in utils.presets) accuracy_oh() (utils.metrics.Metrics method) accuracy_reg() (utils.metrics.Metrics method) aggregated_metrics (class in utils.postprocessing)

AgiLM (class in evaluators.e_AgiLM) AHFS (class in ahfs_class.ahfs) ahfs_class.ahfs module

B

BankDataset (class in utils.presets)

C

calculate() (utils.metrics.Metrics method) CalculatedCuttingFcDataset (class in utils.presets) CalculatedCuttingPDataset (class in utils.presets) CalculatedCuttingRaDataset (class in utils.presets)

CalculatedCuttingTDataset (class in utils.presets) CarDataset (class in utils.presets) CommCrimeDataset (class in utils.presets) compare_two() (utils.postprocessing.aggregated_metrics method)

D

discretize_X_y() (in module utils.preprocessing)

DistanceFS (class in feasel.f_ORIG)

E

entropies_wrapper() (ahfs_class.ahfs.AHFS method) EvalBase (class in evaluators.helpers.eval) evaluate() (ahfs_class.ahfs.AHFS method)

evaluators.e_AgiLM module evaluators.helpers.eval module

F

FastCorrFS (class in feasel.f_FCBF) FastCorriPFS (class in feasel.f_FCBFiP) feasel.f_FCBF module feasel.f_FCBFiP module feasel.f_FFSA module feasel.f_LCFS module feasel.f_mFCBF module feasel.f_MMIFS module feasel.f_mRMR module

feasel.f_NMIFS module feasel.f_ORIG module feasel.helpers.feasel_frame module FeaselBase (class in feasel.helpers.feasel_frame) fit() (ahfs_class.ahfs.AHFS method) (evaluators.e_AgiLM.AgiLM method) (evaluators.helpers.eval.EvalBase method) (feasel.f_FCBFiP.FastCorriPFS method) (feasel.helpers.feasel_frame.FeaselBase method) ForestFiresDataset (class in utils.presets) ForwardFeatureSel (class in feasel.f_FFSA)

H

HousingDataset (class in utils.presets)

I

IrisDataset (class in utils.presets)

L

LinearCorrelation (class in feasel.f_LCFS)

LoaderBase (class in utils.helpers.loader) log_results() (in module utils.logs)

M

MeasuredCuttingFcDataset (class in utils.presets) MeasuredCuttingPDataset (class in utils.presets) MeasuredCuttingRaDataset (class in utils.presets) MeasuredCuttingTDataset (class in utils.presets) Metrics (class in utils.metrics) MinRedMaxRel (class in feasel.f_mRMR) MitbihTest (class in utils.presets) MNISTTrain (class in utils.presets) ModifiedFastCorrFS (class in feasel.f_mFCBF) ModifiedMutualInfo (class in feasel.f_MMIFS) module ahfs_class.ahfs evaluators.e_AgiLM evaluators.helpers.eval feasel.f_FCBF feasel.f_FCBFiP feasel.f_FFSA feasel.f_LCFS feasel.f_mFCBF feasel.f_MMIFS feasel.f_mRMR feasel.f_NMIFS feasel.f_ORIG feasel.helpers.feasel_frame utils.helpers.loader utils.logs utils.metrics utils.postprocessing utils.preprocessing utils.presets

N

nn_one_fold() (ahfs_class.ahfs.AHFS method)

NormalizedMutualInfo (class in feasel.f_NMIFS)

P

ParkinsonsTelemonitoringMotorDataset (class in utils.presets) ParkinsonsTelemonitoringTotalDataset (class in utils.presets)

predict() (evaluators.e_AgiLM.AgiLM method) (evaluators.helpers.eval.EvalBase method)

R

read_mat_logs() (utils.postprocessing.aggregated_metrics method) read_txt_logs() (utils.postprocessing.aggregated_metrics method) ReplicatedParkinsonDataset (class in utils.presets) root_mean_squared() (utils.metrics.Metrics method) root_mean_squared_oh() (utils.metrics.Metrics method) run() (utils.helpers.loader.LoaderBase method) (utils.postprocessing.aggregated_metrics method) (utils.presets.AbaloneDataset method) (utils.presets.BankDataset method) (utils.presets.CalculatedCuttingFcDataset method) (utils.presets.CalculatedCuttingPDataset method) (utils.presets.CalculatedCuttingRaDataset method) (utils.presets.CalculatedCuttingTDataset method) (utils.presets.CarDataset method) (utils.presets.CommCrimeDataset method) (utils.presets.ForestFiresDataset method) (utils.presets.HousingDataset method) (utils.presets.IrisDataset method) (utils.presets.MeasuredCuttingFcDataset method) (utils.presets.MeasuredCuttingPDataset method) (utils.presets.MeasuredCuttingRaDataset method) (utils.presets.MeasuredCuttingTDataset method) (utils.presets.MitbihTest method) (utils.presets.MNISTTrain method) (utils.presets.ParkinsonsTelemonitoringMotorDataset method) (utils.presets.ParkinsonsTelemonitoringTotalDataset method) (utils.presets.ReplicatedParkinsonDataset method) (utils.presets.SonarDataset method) (utils.presets.SuperConductDataset method) (utils.presets.WineDataset method) (utils.presets.WineQualityRedDataset method) (utils.presets.WisconsinBreastCancerDataset method) (utils.presets.YearPredDataset method)

S

save() (utils.helpers.loader.LoaderBase method) scaled_root_mean_squared() (utils.metrics.Metrics method) scaled_root_mean_squared_oh() (utils.metrics.Metrics method)

score() (evaluators.helpers.eval.EvalBase method) sigmoid() (in module evaluators.e_AgiLM) SonarDataset (class in utils.presets) SuperConductDataset (class in utils.presets)

T

transform() (ahfs_class.ahfs.AHFS method) (feasel.f_FCBF.FastCorrFS method) (feasel.f_FCBFiP.FastCorriPFS method) (feasel.f_FFSA.ForwardFeatureSel method) (feasel.f_LCFS.LinearCorrelation method) (feasel.f_mFCBF.ModifiedFastCorrFS method) (feasel.f_MMIFS.ModifiedMutualInfo method) (feasel.f_mRMR.MinRedMaxRel method) (feasel.f_NMIFS.NormalizedMutualInfo method) (feasel.f_ORIG.DistanceFS method) (feasel.helpers.feasel_frame.FeaselBase method)

U

utils.helpers.loader module utils.logs module utils.metrics module

utils.postprocessing module utils.preprocessing module utils.presets module

W

WineDataset (class in utils.presets)

WineQualityRedDataset (class in utils.presets) WisconsinBreastCancerDataset (class in utils.presets)

Y

YearPredDataset (class in utils.presets)