Package | Description |
---|---|
org.apache.ignite.ml.selection.cv |
Root package for cross-validation algorithms.
|
org.apache.ignite.ml.selection.scoring.evaluator |
Package for model evaluator classes.
|
org.apache.ignite.ml.selection.scoring.metric |
Root package for metrics.
|
org.apache.ignite.ml.selection.scoring.metric.classification |
Root package for classification metrics.
|
org.apache.ignite.ml.selection.scoring.metric.regression |
Root package for regression metrics.
|
Modifier and Type | Field and Description |
---|---|
protected Metric<L> |
AbstractCrossValidation.metric
Metric.
|
Modifier and Type | Method and Description |
---|---|
AbstractCrossValidation<M,L,K,V> |
AbstractCrossValidation.withMetric(Metric<L> metric) |
Modifier and Type | Method and Description |
---|---|
static <L,K,V> double |
Evaluator.evaluate(IgniteCache<K,V> dataCache,
IgniteBiPredicate<K,V> filter,
IgniteModel<Vector,L> mdl,
Preprocessor<K,V> preprocessor,
Metric<L> metric)
Computes the given metric on the given cache.
|
static <L,K,V> double |
Evaluator.evaluate(IgniteCache<K,V> dataCache,
IgniteModel<Vector,L> mdl,
Preprocessor<K,V> preprocessor,
Metric<L> metric)
Computes the given metric on the given cache.
|
static <L,K,V> double |
Evaluator.evaluate(Map<K,V> dataCache,
IgniteBiPredicate<K,V> filter,
IgniteModel<Vector,L> mdl,
Preprocessor<K,V> preprocessor,
Metric<L> metric)
Computes the given metric on the given cache.
|
static <L,K,V> double |
Evaluator.evaluate(Map<K,V> dataCache,
IgniteModel<Vector,L> mdl,
Preprocessor<K,V> preprocessor,
Metric<L> metric)
Computes the given metric on the given cache.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractMetrics<M extends MetricValues>
Abstract metrics calculator.
|
Modifier and Type | Class and Description |
---|---|
class |
Accuracy<L>
Accuracy score calculator.
|
class |
BinaryClassificationMetrics
Binary classification metrics calculator.
|
class |
ClassMetric<L>
Metric calculator for one class label.
|
class |
Fmeasure<L>
F-measure calculator.
|
class |
Precision<L>
Precision calculator.
|
class |
Recall<L>
Recall calculator.
|
class |
ROCAUC
ROC AUC score calculator.
|
Modifier and Type | Class and Description |
---|---|
class |
RegressionMetrics
Regression metrics calculator.
|
GridGain In-Memory Computing Platform : ver. 8.9.20 Release Date : April 29 2025