ocsvm

fun <T> ocsvm(x: Array<T>, kernel: MercerKernel<T>, nu: Double = 0.5, tol: Double = 0.001): SVM<T>(source)

Fits a one-class support vector machine (One-Class SVM).

Return

the fitted model.

Parameters

x

training samples.

kernel

the Mercer kernel function.

nu

upper bound on the fraction of outliers.

tol

tolerance of convergence test.