Examples with PMMLDiscretizePreprocPortObject org.knime.base.node.preproc.autobinner.pmml.PMMLDiscretizePreprocPortObject used on opensource projects

Example 1 with PMMLDiscretizePreprocPortObject

use of org.knime.base.node.preproc.autobinner.pmml.PMMLDiscretizePreprocPortObject in project knime-core by knime.

the class AutoBinnerLearnNodeModel method execute.

/**
 * {@inheritDoc}
 */
@Override
protected PortObject[] execute(final PortObject[] inObjects, final ExecutionContext exec) throws Exception {
    BufferedDataTable data = (BufferedDataTable) inObjects[0];
    AutoBinner binner = new AutoBinner(m_settings);
    BufferedDataTable inData = binner.calcDomainBoundsIfNeccessary(data, exec, Arrays.asList(m_settings.getTargetColumn()));
    PMMLPreprocDiscretize op = binner.execute(inData, exec);
    AutoBinnerApply applier = new AutoBinnerApply();
    BufferedDataTable outData = applier.execute(op, inData, exec);
    return new PortObject[] { outData, new PMMLDiscretizePreprocPortObject(op) };
}

Example 2 with PMMLDiscretizePreprocPortObject

use of org.knime.base.node.preproc.autobinner.pmml.PMMLDiscretizePreprocPortObject in project knime-core by knime.

the class AutoBinnerLearnNodeModel method execute.

/**
 * {@inheritDoc}
 */
@Override
protected PortObject[] execute(final PortObject[] inObjects, final ExecutionContext exec) throws Exception {
    BufferedDataTable data = (BufferedDataTable) inObjects[0];
    AutoBinner binner = new AutoBinner(m_settings);
    BufferedDataTable inData = binner.calcDomainBoundsIfNeccessary(data, exec, Arrays.asList(m_settings.getTargetColumn()));
    PMMLPreprocDiscretize op = binner.execute(inData, exec);
    AutoBinnerApply applier = new AutoBinnerApply();
    BufferedDataTable outData = applier.execute(op, inData, exec);
    return new PortObject[] { outData, new PMMLDiscretizePreprocPortObject(op) };
}

Example 3 with PMMLDiscretizePreprocPortObject

use of org.knime.base.node.preproc.autobinner.pmml.PMMLDiscretizePreprocPortObject in project knime-core by knime.

the class AutoBinnerLearnNodeModel method execute.

/**
 * {@inheritDoc}
 */
@Override
protected PortObject[] execute(final PortObject[] inObjects, final ExecutionContext exec) throws Exception {
    BufferedDataTable data = (BufferedDataTable) inObjects[0];
    AutoBinner binner = new AutoBinner(m_settings, data.getDataTableSpec());
    String[] included = m_settings.getFilterConfiguration().applyTo(data.getDataTableSpec()).getIncludes();
    BufferedDataTable inData = binner.calcDomainBoundsIfNeccessary(data, exec, Arrays.asList(included));
    PMMLPreprocDiscretize op = binner.execute(inData, exec);
    AutoBinnerApply applier = new AutoBinnerApply();
    BufferedDataTable outData = applier.execute(op, inData, exec);
    return new PortObject[] { outData, new PMMLDiscretizePreprocPortObject(op) };
}