linear_model Package

Classes

AveragedPerceptronBinaryClassifier	Machine Learning Averaged Perceptron Binary Classifier
FastLinearBinaryClassifier	A Stochastic Dual Coordinate Ascent (SDCA) optimization trainer for linear binary classification.
FastLinearClassifier	A Stochastic Dual Coordinate Ascent (SDCA) optimization trainer for multi class classification.
FastLinearRegressor	A Stochastic Dual Coordinate Ascent (SDCA) optimization trainer for linear regression.
LinearSvmBinaryClassifier	Linear Support Vector Machine (SVM) Binary Classifier
LogisticRegressionBinaryClassifier	Machine Learning Logistic Regression
LogisticRegressionClassifier	Machine Learning Logistic Regression
OnlineGradientDescentRegressor	Train a stochastic gradient descent model.
OrdinaryLeastSquaresRegressor	Train an OLS regression model
PoissonRegressionRegressor	Train an Poisson regression model.
SgdBinaryClassifier	Machine Learning Hogwild Stochastic Gradient Descent Binary Classifier
SymSgdBinaryClassifier	Train an symbolic SGD model.