Classifier.java

package org.deeplearning4j.nn.api;

import org.deeplearning4j.linalg.api.ndarray.INDArray;

/**
 * Created by agibsonccc on 8/26/14.
 */
public interface Classifier {


    /**
     * Returns the number of possible labels
     * @return the number of possible labels for this classifier
     */
    int numLabels();

    /**
     * Takes in a list of examples
     * For each row, returns a label
     * @param examples the examples to classify (one example in each row)
     * @return the labels for each example
     */
    int[] predict(INDArray examples);


    /**
     * Returns the probabilities for each label
     * for each example row wise
     * @param examples the examples to classify (one example in each row)
     * @return the likelihoods of each example and each label
     */
    INDArray labelProbabilites(INDArray examples);





}