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. |