MachineLearning.SoftmaxClassifier

Softmax Classifier (Multiclass Logistic Regression).

Documentation

module MachineLearning.Model

module MachineLearning.Classification.MultiClass

data SoftmaxClassifier

Softmax Classifier, takes number of classes.

Constructors

Softmax Int

Instances

Classifier SoftmaxClassifier

Methods

cscore :: SoftmaxClassifier -> Matrix -> Matrix -> Matrix

chypothesis :: SoftmaxClassifier -> Matrix -> Matrix -> Vector

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

cgradient :: SoftmaxClassifier -> Regularization -> Matrix -> Vector -> Matrix -> Matrix

cnumClasses :: SoftmaxClassifier -> Int