evaluation Namespace Reference

Functions
def	sse
def	mse
def	rmse
def	accuracy
def	confusion_matrix
def	classification_hits
def	cross_validation

Function Documentation

def evaluation.accuracy	(		learner,
			dataset
	)

Compute classification accuracy.

def evaluation.classification_hits	(		learner,
			dataset
	)

Compute number of correct predictions.

def evaluation.confusion_matrix	(		learner,
			dataset
	)

Compute confusion matrix.

def evaluation.cross_validation	(		folds,
			learner,
			dataset,
			optimizer
	)

Perform cross validation.

def evaluation.mse	(		learner,
			dataset
	)

Compute mean squared error.

def evaluation.rmse	(		learner,
			dataset
	)

Compute mean squared error.

def evaluation.sse	(		learner,
			dataset
	)

Compute sum of squared errors.