ws.palladian.classification.quickml

Class QuickMlLearner

java.lang.Object

ws.palladian.core.AbstractLearner<QuickMlModel>

ws.palladian.classification.quickml.QuickMlLearner

All Implemented Interfaces:

Learner<QuickMlModel>

public final class QuickMlLearner
extends AbstractLearner<QuickMlModel>

A classifier based on QuickML by Ian Clarke.

Author:

Philipp Katz

Constructor Summary

Constructors

Constructor and Description
QuickMlLearner(quickml.supervised.PredictiveModelBuilder<? extends quickml.supervised.classifier.Classifier,quickml.data.instances.ClassifierInstance> builder) Create a new QuickMlLearner with the specified PredictiveModelBuilder.

Method Summary

Modifier and Type	Method and Description
static QuickMlLearner	randomForest()
static QuickMlLearner	randomForest(int numTrees)
String	toString()
QuickMlModel	train(Dataset dataset)
static QuickMlLearner	tree()

Methods inherited from class ws.palladian.core.AbstractLearner

train, train

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

QuickMlLearner

public QuickMlLearner(quickml.supervised.PredictiveModelBuilder<? extends quickml.supervised.classifier.Classifier,quickml.data.instances.ClassifierInstance> builder)

Create a new QuickMlLearner with the specified PredictiveModelBuilder.

Parameters:

builder - The builder to use, not null.

See Also:

#tree()} and {@link #randomForest()} for a predefined learner.

Method Detail

randomForest

public static QuickMlLearner randomForest()

Returns:

A new QuickMlLearner creating a random forest with ten trees.

randomForest

public static QuickMlLearner randomForest(int numTrees)

Parameters:

numTrees - The number of trees to grow, greater zero.

Returns:

A new QuickMlLearner creating a random forest with the specified number of trees.

tree

public static QuickMlLearner tree()

Returns:

A new QuickMlLearner creating a single tree.

train

public QuickMlModel train(Dataset dataset)

toString

public String toString()

Overrides:

toString in class AbstractLearner<QuickMlModel>