| Package | Description |
|---|---|
| org.apache.ignite.ml.selection.cv |
Root package for cross-validation algorithms.
|
| org.apache.ignite.ml.selection.split |
Root package for dataset splitters and cross validation.
|
| org.apache.ignite.ml.selection.split.mapper |
Root package for mappers used in dataset splitters.
|
| Modifier and Type | Method and Description |
|---|---|
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,
UniformMapper<K,V> mapper,
int cv)
Computes cross-validated metrics.
|
| Constructor and Description |
|---|
TrainTestDatasetSplitter(UniformMapper<K,V> mapper)
Constructs a new instance of train test dataset splitter.
|
| Modifier and Type | Class and Description |
|---|---|
class |
SHA256UniformMapper<K,V>
Implementation of uniform mappers based on SHA-256 hashing algorithm.
|
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Ignite Database and Caching Platform : ver. 2.7.5 Release Date : June 4 2019