Catalano.MachineLearning

Class BenchmarkClassifier

java.lang.Object

Catalano.MachineLearning.BenchmarkClassifier

public class BenchmarkClassifier
extends java.lang.Object

Benchmark classifier.

Constructor Summary

Constructors

Constructor and Description
BenchmarkClassifier(DatasetClassification dataset) Initializes a new instance of the BenchmarkClassifier class.
BenchmarkClassifier(double[][] input, int[] output) Initializes a new instance of the BenchmarkClassifier class.

Method Summary

Modifier and Type	Method and Description
void	Compute(java.util.List<IClassifier> classifiers, IValidation validation) Run the benchmark.
IClassifier	getBestClassifier() Get the interface of the best classifier.
double[]	getRank() Get the rank of classifiers from the validation method.

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

BenchmarkClassifier

public BenchmarkClassifier(DatasetClassification dataset)

Initializes a new instance of the BenchmarkClassifier class.

Parameters:

dataset - Dataset.

BenchmarkClassifier

public BenchmarkClassifier(double[][] input,
                           int[] output)

Initializes a new instance of the BenchmarkClassifier class.

Parameters:

input - Data train.

output - Data output.

Method Detail

getBestClassifier

public IClassifier getBestClassifier()

Get the interface of the best classifier.

Returns:

Classifier.

getRank

public double[] getRank()

Get the rank of classifiers from the validation method.

Returns:

Rank of classifiers.

Compute

public void Compute(java.util.List<IClassifier> classifiers,
                    IValidation validation)

Run the benchmark.

Parameters:

classifiers - List of classifiers.

validation - Validation method.