Examples with AutoBinnerApply org.knime.base.node.preproc.autobinner.apply.AutoBinnerApply used on opensource projects

Example 1 with AutoBinnerApply

use of org.knime.base.node.preproc.autobinner.apply.AutoBinnerApply 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 AutoBinnerApply

use of org.knime.base.node.preproc.autobinner.apply.AutoBinnerApply 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 AutoBinnerApply

use of org.knime.base.node.preproc.autobinner.apply.AutoBinnerApply in project knime-core by knime.

the class AutoBinner method init.

/**
 * Initialize instance and check if settings are consistent.
 */
private void init(final DataTableSpec inSpec) throws InvalidSettingsException {
    PMMLPreprocDiscretize op = createDisretizeOp(null);
    AutoBinnerApply applier = new AutoBinnerApply();
    m_tableOutSpec = applier.getOutputSpec(op, inSpec);
    m_pmmlOutSpec = new PMMLDiscretizePreprocPortObjectSpec(op);
}

Example 4 with AutoBinnerApply

use of org.knime.base.node.preproc.autobinner.apply.AutoBinnerApply in project knime-core by knime.

the class AutoBinner method init.

/**
 * Initialize instance and check if settings are consistent.
 */
private void init(final DataTableSpec inSpec) throws InvalidSettingsException {
    PMMLPreprocDiscretize op = createDisretizeOp(null);
    AutoBinnerApply applier = new AutoBinnerApply();
    m_tableOutSpec = applier.getOutputSpec(op, inSpec);
    m_pmmlOutSpec = new PMMLDiscretizePreprocPortObjectSpec(op);
}

Example 5 with AutoBinnerApply

use of org.knime.base.node.preproc.autobinner.apply.AutoBinnerApply in project knime-core by knime.

the class AutoBinner method init.

/**
 * Initialize instance and check if settings are consistent.
 */
private void init(final DataTableSpec inSpec) throws InvalidSettingsException {
    PMMLPreprocDiscretize op = createDisretizeOp(null);
    AutoBinnerApply applier = new AutoBinnerApply();
    m_tableOutSpec = applier.getOutputSpec(op, inSpec);
    m_pmmlOutSpec = new PMMLDiscretizePreprocPortObjectSpec(op);
}