/**
* Given a two d array of doubles, create a table.
*
* @param data
* @return
*/
public static ExampleTable getTable(
double[][] data,
String[] inputNames,
String[] outputNames,
int[] inputs,
int[] outputs,
int count) {
Column[] cols = new Column[data.length];
int index = 0;
for (int i = 0; i < inputs.length; i++, index++) {
if (data.length != count) {
double[] tmp = new double[count];
System.arraycopy(data[index], 0, tmp, 0, count);
data[index] = tmp;
}
cols[index] = new DoubleColumn(data[index]);
cols[index].setLabel(inputNames[i]);
}
for (int i = 0; i < outputs.length; i++, index++) {
if (data.length != count) {
double[] tmp = new double[count];
System.arraycopy(data[index], 0, tmp, 0, count);
data[index] = tmp;
}
cols[index] = new DoubleColumn(data[index]);
cols[index].setLabel(outputNames[i]);
}
MutableTable mt = new MutableTableImpl(cols);
ExampleTable et = mt.toExampleTable();
et.setInputFeatures(inputs);
et.setOutputFeatures(outputs);
return et;
}
