IClassProbabilityClassifier (JCP API)

All Superinterfaces:

IClassifier, IClassifierInformation, java.io.Serializable

All Known Implementing Classes:

BogusClassProbabilityClassifier, LinearClassifier, SVMClassifier, SVMClassifier
```
public interface IClassProbabilityClassifier
extends IClassifier, java.io.Serializable
```
Represents an instance of a specific machine learning classification algorithm. Contract for JCP use: 1. The Classifier must be serializable, both as untrained and as trained.

Method Summary

All Methods Instance Methods Abstract Methods
Modifier and Type	Method	Description
`double`	`predict(cern.colt.matrix.DoubleMatrix1D instance, double[] probabilityEstimates)`	Predicts the target probabilities for the supplied instance.

Methods inherited from interface se.hb.jcp.ml.IClassifier
fit, fitNew, predict

Methods inherited from interface se.hb.jcp.ml.IClassifierInformation
getAttributeCount, getLabels, isTrained, nativeStorageTemplate

- Method Detail
  - predict
```
double predict(cern.colt.matrix.DoubleMatrix1D instance,
               double[] probabilityEstimates)
```
    Predicts the target probabilities for the supplied instance.
    
    Parameters:
    
    instance - the instance
    
    probabilityEstimates - a double[] array for storing the predicted probabilities for each of target values in the order assumed by JCP.
    
    Returns:
    
    the predicted target of the instance.