Package adams.ml.model.classification

Interface ClassificationModel

All Superinterfaces:

Model, Serializable

All Known Implementing Classes:

WekaClassificationModel

public interface ClassificationModel
extends Model

Interface for classification models.

Author:

FracPete (fracpete at waikato dot ac dot nz)

Method Summary

Modifier and Type	Method	Description
String	classify(Row row)	Returns the label for the given row.
double[]	distribution(Row row)	Returns the class distribution for the given row.

Methods inherited from interface adams.ml.model.Model

getDatasetInfo, getModelDescription, isCompatible

Method Detail

classify

String classify(Row row)
         throws Exception

Returns the label for the given row.

Parameters:

row - the row to classify

Returns:

the class label

Throws:

Exception - if prediction fails

distribution

double[] distribution(Row row)
               throws Exception

Returns the class distribution for the given row.

Parameters:

row - the row to generate the class distribution for

Returns:

the class distribution

Throws:

Exception - if prediction fails