Example usage for weka.filters.supervised.attribute PLSFilter ALGORITHM_SIMPLS

Introduction

In this page you can find the example usage for weka.filters.supervised.attribute PLSFilter ALGORITHM_SIMPLS.

Prototype

int ALGORITHM_SIMPLS

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Document

the type of algorithm: SIMPLS

Usage

From source file:adams.core.discovery.genetic.SIMPLSWeightsMatrix.java

License:Open Source License

/**
 * Gets called for performing the initialization.
 * <br>//from  w ww .j a v  a  2 s.  c o  m
 * Apply simpls PLS filter and extract
 *
 * @param owner   the owning algorithm
 * @param cont   the property container to update
 */
public void performInitialization(AbstractGeneticAlgorithm owner, PropertyContainer cont) {
    Matrix value;
    PLSFilterWithLoadings pls = new PLSFilterWithLoadings();
    pls.setNumComponents(getColumns());
    pls.setAlgorithm(new SelectedTag(PLSFilter.PREPROCESSING_CENTER, PLSFilter.TAGS_PREPROCESSING));
    pls.setAlgorithm(new SelectedTag(PLSFilter.ALGORITHM_SIMPLS, PLSFilter.TAGS_ALGORITHM));
    try {
        pls.setInputFormat(((Hermione) owner).getInstances());
        Filter.useFilter(((Hermione) owner).getInstances(), pls);
    } catch (Exception e) {
        e.printStackTrace();
    }
    value = pls.getSimplsW();
    ((SIMPLSMatrixFilter) cont.getObject()).setMatrix(value);
}

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