| Package | Description |
|---|---|
| org.apache.ignite.ml.selection.cv |
Root package for cross-validation algorithms.
|
| org.apache.ignite.ml.selection.scoring.metric |
Root package for metrics.
|
| Modifier and Type | Method and Description |
|---|---|
double[] |
CrossValidation.score(DatasetTrainer<M,L> trainer,
Metric<L> scoreCalculator,
Ignite ignite,
IgniteCache<K,V> upstreamCache,
IgniteBiFunction<K,V,Vector> featureExtractor,
IgniteBiFunction<K,V,L> lbExtractor,
int cv)
Computes cross-validated metrics.
|
double[] |
CrossValidation.score(DatasetTrainer<M,L> trainer,
Metric<L> scoreCalculator,
Ignite ignite,
IgniteCache<K,V> upstreamCache,
IgniteBiPredicate<K,V> filter,
IgniteBiFunction<K,V,Vector> featureExtractor,
IgniteBiFunction<K,V,L> lbExtractor,
int cv)
Computes cross-validated metrics.
|
CrossValidationResult |
CrossValidation.score(DatasetTrainer<M,L> trainer,
Metric<L> scoreCalculator,
Ignite ignite,
IgniteCache<K,V> upstreamCache,
IgniteBiPredicate<K,V> filter,
IgniteBiFunction<K,V,Vector> featureExtractor,
IgniteBiFunction<K,V,L> lbExtractor,
int cv,
ParamGrid paramGrid)
Computes cross-validated metrics with a passed parameter grid.
|
double[] |
CrossValidation.score(DatasetTrainer<M,L> trainer,
Metric<L> scoreCalculator,
Ignite ignite,
IgniteCache<K,V> upstreamCache,
IgniteBiPredicate<K,V> filter,
IgniteBiFunction<K,V,Vector> featureExtractor,
IgniteBiFunction<K,V,L> lbExtractor,
UniformMapper<K,V> mapper,
int cv)
Computes cross-validated metrics.
|
double[] |
CrossValidation.score(DatasetTrainer<M,L> trainer,
Metric<L> scoreCalculator,
Map<K,V> upstreamMap,
IgniteBiPredicate<K,V> filter,
int parts,
IgniteBiFunction<K,V,Vector> featureExtractor,
IgniteBiFunction<K,V,L> lbExtractor,
int cv)
Computes cross-validated metrics.
|
double[] |
CrossValidation.score(DatasetTrainer<M,L> trainer,
Metric<L> scoreCalculator,
Map<K,V> upstreamMap,
IgniteBiPredicate<K,V> filter,
int parts,
IgniteBiFunction<K,V,Vector> featureExtractor,
IgniteBiFunction<K,V,L> lbExtractor,
UniformMapper<K,V> mapper,
int cv)
Computes cross-validated metrics.
|
double[] |
CrossValidation.score(DatasetTrainer<M,L> trainer,
Metric<L> scoreCalculator,
Map<K,V> upstreamMap,
int parts,
IgniteBiFunction<K,V,Vector> featureExtractor,
IgniteBiFunction<K,V,L> lbExtractor,
int cv)
Computes cross-validated metrics.
|
| Modifier and Type | Class and Description |
|---|---|
class |
Accuracy<L>
Accuracy score calculator.
|
class |
Fmeasure<L>
F-measure calculator.
|
class |
Precision<L>
Precision calculator.
|
class |
Recall<L>
Recall calculator.
|
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Ignite Database and Caching Platform : ver. 2.7.5 Release Date : June 4 2019