ostatslib.actions.regressors.svr

Support Vector Regression actions module

Classes

LinearSupportVectorRegression()	Linear support vector regression action.
NuLinearKernelSupportVectorRegression()	Nu support vector regression action.
NuPolyKernelSupportVectorRegression()	Nu polynomial support vector regression action.
NuSupportVectorRegression()	Nu support vector regression action.
PolyKernelSupportVectorRegression()	Polynomial support vector regression action.
SupportVectorRegression()	Support vector regression action.

class LinearSupportVectorRegression

Linear support vector regression action. Fits a Scikit-Learn LinearSVR https://scikit-learn.org/stable/modules/generated/sklearn.svm.LinearSVR.html

class NuLinearKernelSupportVectorRegression

Nu support vector regression action. Fits a Scikit-Learn NuSVR https://scikit-learn.org/stable/modules/generated/sklearn.svm.NuSVR.html

class NuPolyKernelSupportVectorRegression

Nu polynomial support vector regression action. Fits a Scikit-Learn NuSVR with polynomial kernel of degree 3 or 4 https://scikit-learn.org/stable/modules/generated/sklearn.svm.NuSVR.html

class NuSupportVectorRegression

Nu support vector regression action. Fits a Scikit-Learn NuSVR https://scikit-learn.org/stable/modules/generated/sklearn.svm.NuSVR.html

class PolyKernelSupportVectorRegression

Polynomial support vector regression action. Fits a Scikit-Learn SVR with polynomial kernel of degree 3 or 4 https://scikit-learn.org/stable/modules/generated/sklearn.svm.SVR.html

class SupportVectorRegression

Support vector regression action. Fits a Scikit-Learn SVR https://scikit-learn.org/stable/modules/generated/sklearn.svm.SVR.html