/**
* Neural network learns from Java-ML data set
*
* @param dataSetJML Dataset Java-ML data set
*/
@Override
public void buildClassifier(Dataset dataSetJML) {
DataSet dataSet =
JMLDataSetConverter.convertJMLToNeurophDataset(
dataSetJML, neuralNet.getInputsCount(), neuralNet.getOutputsCount());
neuralNet.learn(dataSet);
}
private boolean validateAttribute(JTextField attributeField) {
if (attributeField.isEnabled()) {
try {
int a = Integer.parseInt(attributeField.getText().trim());
if (a > nnet.getInputsCount() || a <= 0) {
JOptionPane.showMessageDialog(
this,
"There is no data set attribute (input) with index: " + a,
"Error",
JOptionPane.ERROR_MESSAGE);
return false;
}
return true;
} catch (Exception e) {
JOptionPane.showMessageDialog(
this,
"Please enter an integer value in attribute field.",
"Error",
JOptionPane.ERROR_MESSAGE);
return false;
}
}
return true;
}