javax.visrec.ml.eval

Interface Evaluator<MODEL_CLASS,DATASET_CLASS>

Type Parameters:

MODEL_CLASS - Model class

DATASET_CLASS - Data set class

Functional Interface:

This is a functional interface and can therefore be used as the assignment target for a lambda expression or method reference.

@FunctionalInterface
public interface Evaluator<MODEL_CLASS,DATASET_CLASS>

Evaluation method for specified types of machine learning model and data set. All evaluators implement this interface.

Since:

1.0

Author:

Zoran Sevarac

Method Summary

Modifier and Type	Method and Description
EvaluationMetrics	evaluate(MODEL_CLASS model, DATASET_CLASS testSet) Evaluate a model with specified test set.

Method Detail

evaluate

EvaluationMetrics evaluate(MODEL_CLASS model,
                           DATASET_CLASS testSet)

Evaluate a model with specified test set.

Parameters:

model - A model to evaluate

testSet - Data to use for evaluation

Returns:

evaluation metrics for the model for the specified test set