SVR class

Constructors

SVR(List supportVectors, List dualCoef, List intercept, List nSupport, String kernel, double gamma, double coef0, int degree)

To manually instantiate the SVC. The parameters are lifted directly from scikit-learn. See the attributes here: https://scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html

SVR.fromMap(Map params)

factory

Properties

coef0 ↔ double

getter/setter pair

degree ↔ int

getter/setter pair

dualCoef ↔ List

getter/setter pair

gamma ↔ double

getter/setter pair

hashCode → int

The hash code for this object.

no setter, inherited

intercept ↔ List

getter/setter pair

kernel ↔ String

getter/setter pair

nSupport ↔ List

getter/setter pair

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

supportVectors ↔ List

getter/setter pair

Methods

linear(List<double> X) → List<double>

Linear kernel.

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

poly(List<double> X) → List<double>

Polynomial kernel.

predict(List<double> X) → double

rbf(List<double> X) → List<double>

sigmoid(List<double> X) → List<double>

Sigmoid kernel.

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited