MachineLearning.MultiSvmClassifier

Multicalss Support Vector Machines Classifier.

Documentation

module MachineLearning.Model

module MachineLearning.Classification.MultiClass

data MultiSvmClassifier

Multiclass SVM Classifier, takes delta and number of futures. Delta = 1.0 is good for all cases.

Constructors

MultiSvm R Int

Instances

Classifier MultiSvmClassifier

Methods

cscore :: MultiSvmClassifier -> Matrix -> Matrix -> Matrix

chypothesis :: MultiSvmClassifier -> Matrix -> Matrix -> Vector

ccost :: MultiSvmClassifier -> Regularization -> Matrix -> Vector -> Matrix -> R

cgradient :: MultiSvmClassifier -> Regularization -> Matrix -> Vector -> Matrix -> Matrix

cnumClasses :: MultiSvmClassifier -> Int