public class ContinuousEvaluator extends Evaluator
Modifier and Type | Class and Description |
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static class |
ContinuousEvaluator.RepresentativeMetric |
Modifier and Type | Field and Description |
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static String |
CONFIG_PREFIX
Prefix of property keys used by this class.
|
static String |
DEFAULT_REPRESENTATIVE |
static String |
REPRESENTATIVE_KEY
The representative metric.
|
Constructor and Description |
---|
ContinuousEvaluator() |
ContinuousEvaluator(ContinuousEvaluator.RepresentativeMetric representative) |
ContinuousEvaluator(String representative) |
Modifier and Type | Method and Description |
---|---|
void |
compute(TrainingMap trainingMap)
One of the main computation method.
|
void |
compute(TrainingMap trainingMap,
StandardPredicate predicate)
One of the main computation method.
|
String |
getAllStats()
Get a string that contains the full range of stats that this Evaluator can provide.
|
double |
getRepresentativeMetric() |
boolean |
isHigherRepresentativeBetter() |
double |
mae() |
double |
mse() |
public static final String CONFIG_PREFIX
public static final String REPRESENTATIVE_KEY
public static final String DEFAULT_REPRESENTATIVE
public ContinuousEvaluator()
public ContinuousEvaluator(String representative)
public ContinuousEvaluator(ContinuousEvaluator.RepresentativeMetric representative)
public void compute(TrainingMap trainingMap)
Evaluator
public void compute(TrainingMap trainingMap, StandardPredicate predicate)
Evaluator
public double getRepresentativeMetric()
getRepresentativeMetric
in class Evaluator
public boolean isHigherRepresentativeBetter()
isHigherRepresentativeBetter
in class Evaluator
public double mae()
public double mse()
public String getAllStats()
Evaluator
getAllStats
in class Evaluator
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