getml.models.loss_functions

Loss functions used by the feature engineering algorithm.

Right now the getML Python API provides to different loss functions. We recommend the usage of SquareLoss for regression problems and CrossEntropyLoss for classification problems.

Please note that these cost functions will only be used by the feature engineering algorithm and not by the predictors.

Classes

CrossEntropyLoss()	Cross entropy loss
SquareLoss()	Square loss (aka mean squared error (MSE))