import {Estimator} from '@jsmlt/jsmlt/src/supervised/base.js'

public class | source

Estimator

Base class for supervised estimators (classifiers or regression models).

Method Summary

Public Methods
public abstract	predict(X: Array<Array<number>>): Array<mixed> Make a prediction for a data set.
public abstract	train(X: Array<Array<number>>, y: Array<mixed>) Train the supervised learning algorithm on a dataset.

Make a prediction for a data set.

Name	Type	Attribute	Description
X	Array<Array<number>>		Features for each data point

Array<mixed>

Predictions. Label of class with highest prevalence among k nearest neighbours for each sample

Train the supervised learning algorithm on a dataset.