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Packages that use org.knime.base.node.mine.bfn | |
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org.knime.base.node.mine.bfn | Contains abstract and util classes to train and perform prediction to rule models, also called BasisFunction models. |
org.knime.base.node.mine.bfn.fuzzy | Contains the learner and predictor to train fuzzy rules and apply them to unknown data. |
org.knime.base.node.mine.bfn.radial | Contains the PNN learner and predictor. |
Classes in org.knime.base.node.mine.bfn used by org.knime.base.node.mine.bfn | |
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BasisFunctionFactory
Factory class for BasisFunctionLearnerRow which automatically
creates new basis functions of a certain type. |
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BasisFunctionFilterRow
Inner class to separate an data input row into a new row which are the first n-1 double cells and returns the class label. |
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BasisFunctionIterator
Iterator over all BasisFunctionLearnerRow s within the
model. |
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BasisFunctionLearnerNodeModel
Abstract basisfunction model holding the trained rule table. |
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BasisFunctionLearnerRow
General BasisFunctionLearnerRow prototype which provides
functions to shrink, cover, and reset rules; and to be compared with others
by its coverage. |
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BasisFunctionLearnerTable
This class implements the DDA-algorithm published by Berthold&Huber which iteratively introduces new basisfunctions and/or shrinks already existing ones of conflicting classes during the training algorithm. |
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BasisFunctionLearnerTable.MissingValueReplacementFunction
General missing values replacement interface. |
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BasisFunctionModelContent
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BasisFunctionPortObject
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BasisFunctionPortObject.Creator
Creator used to instantiate basisfunction predictor rows. |
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BasisFunctionPredictorRow
Class presents a predictor row for basisfunctions providing method to apply unknown data (compose). |
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DegreeOfAffinity
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Distance
Computes the Euclidean distance between two vectors. |
Classes in org.knime.base.node.mine.bfn used by org.knime.base.node.mine.bfn.fuzzy | |
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BasisFunctionFactory
Factory class for BasisFunctionLearnerRow which automatically
creates new basis functions of a certain type. |
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BasisFunctionLearnerNodeDialogPane
Abstract dialog pane used showing a column filter panel for class column selected and a panel for general learner options. |
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BasisFunctionLearnerNodeModel
Abstract basisfunction model holding the trained rule table. |
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BasisFunctionLearnerNodeView
View to display basisfunction rule models. |
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BasisFunctionLearnerRow
General BasisFunctionLearnerRow prototype which provides
functions to shrink, cover, and reset rules; and to be compared with others
by its coverage. |
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BasisFunctionModelContent
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BasisFunctionPortObject
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BasisFunctionPortObject.Creator
Creator used to instantiate basisfunction predictor rows. |
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BasisFunctionPredictorNodeModel
The basis function predictor model performing a prediction on the data from the first input and the radial basisfunction model from the second. |
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BasisFunctionPredictorRow
Class presents a predictor row for basisfunctions providing method to apply unknown data (compose). |
Classes in org.knime.base.node.mine.bfn used by org.knime.base.node.mine.bfn.radial | |
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BasisFunctionFactory
Factory class for BasisFunctionLearnerRow which automatically
creates new basis functions of a certain type. |
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BasisFunctionLearnerNodeDialogPane
Abstract dialog pane used showing a column filter panel for class column selected and a panel for general learner options. |
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BasisFunctionLearnerNodeModel
Abstract basisfunction model holding the trained rule table. |
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BasisFunctionLearnerNodeView
View to display basisfunction rule models. |
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BasisFunctionLearnerRow
General BasisFunctionLearnerRow prototype which provides
functions to shrink, cover, and reset rules; and to be compared with others
by its coverage. |
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BasisFunctionModelContent
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BasisFunctionPortObject
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BasisFunctionPortObject.Creator
Creator used to instantiate basisfunction predictor rows. |
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BasisFunctionPredictorNodeModel
The basis function predictor model performing a prediction on the data from the first input and the radial basisfunction model from the second. |
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BasisFunctionPredictorRow
Class presents a predictor row for basisfunctions providing method to apply unknown data (compose). |
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