public static DataTuple predict(ClusModel model, DataTuple test) throws ClusException {
ClusSchema schema = test.getSchema();
schema.attachModel(model);
DataTuple prediction = new DataTuple(schema);
ClusStatistic stat = model.predictWeighted(test);
stat.predictTuple(prediction);
return prediction;
}
public static RowData predict(ClusModel model, RowData test) throws ClusException {
ClusSchema schema = test.getSchema();
schema.attachModel(model);
RowData predictions = new RowData(schema, test.getNbRows());
for (int i = 0; i < test.getNbRows(); i++) {
DataTuple prediction = new DataTuple(schema);
ClusStatistic stat = model.predictWeighted(test.getTuple(i));
stat.predictTuple(prediction);
predictions.setTuple(prediction, i);
}
return predictions;
}
