python.learner.folding.StratifiedFoldingPolicy.StratifiedFoldingPolicy Class Reference

Provides functionality for accomplishment of learning with cross-validation by generating a set of training data/validation data pairs with equal distribution of points from two different classes between folds. More...

Inheritance diagram for python.learner.folding.StratifiedFoldingPolicy.StratifiedFoldingPolicy:

Public Member Functions
	__init__ (self, dataContainer, level=1)
	Constructor.

Public Attributes
	level
	seq
	size

Detailed Description

Provides functionality for accomplishment of learning with cross-validation by generating a set of training data/validation data pairs with equal distribution of points from two different classes between folds.

This class corresponds to the old doFoldr() and doFoldStratified() methods.

Constructor & Destructor Documentation

__init__()

python.learner.folding.StratifiedFoldingPolicy.StratifiedFoldingPolicy.__init__	(		self,
			dataContainer,
			level = 1
	)

Constructor.

Parameters

dataContainer	DataContainer with data set
level	Integer folding level, default value: 1

Member Data Documentation

level

python.learner.folding.StratifiedFoldingPolicy.StratifiedFoldingPolicy.level

Referenced by python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.__eq__(), python.learner.folding.FoldingPolicy.FoldingPolicy.__next__(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.contains(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.containsDimx(), python.uq.learner.builder.GridDescriptor.GridDescriptor.createGrid(), python.uq.estimators.MarginalIntegralStrategy.MarginalIntegralStrategy.estimate(), python.uq.learner.builder.GridDescriptor.GridDescriptor.fromGrid(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.getLevelIndex(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.getMaxLevel(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.overlap(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.overlapDimx(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.transformToReferenceGrid(), python.uq.manager.ASGCStatistics.ASGCStatistics.updateResults(), python.uq.learner.builder.GridDescriptor.GridDescriptor.withLevel(), and python.uq.learner.builder.RegressorSpecificationDescriptor.FoldingDescriptor.withLevel().

seq

python.learner.folding.StratifiedFoldingPolicy.StratifiedFoldingPolicy.seq

Referenced by python.learner.folding.FoldingPolicy.FoldingPolicy.createFoldsets().

size

python.learner.folding.StratifiedFoldingPolicy.StratifiedFoldingPolicy.size

Referenced by python.data.DataContainer.DataContainer.__init__(), python.data.DataContainer.DataContainer.__next__(), and python.data.DataContainer.DataContainer.getSize().

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The documentation for this class was generated from the following file:

• datadriven/python/learner/folding/StratifiedFoldingPolicy.py