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 |
Package for metrics.
|
org.apache.ignite.ml.selection.scoring.metric.classification |
Package for classification metrics.
|
org.apache.ignite.ml.selection.scoring.metric.regression |
Package for regression metrics.
|
Modifier and Type | Method and Description |
---|---|
AbstractCrossValidation<M,K,V> |
AbstractCrossValidation.withMetric(MetricName metric) |
Modifier and Type | Method and Description |
---|---|
Iterable<Map.Entry<MetricName,Double>> |
EvaluationResult.getAll()
Returns a collection of metric name and value pairs.
|
Modifier and Type | Method and Description |
---|---|
static <K,V> double |
Evaluator.evaluate(IgniteCache<K,V> dataCache,
IgniteBiPredicate<K,V> filter,
IgniteModel<Vector,Double> mdl,
Preprocessor<K,V> preprocessor,
MetricName metric)
Computes the given metric on the given cache.
|
static <K,V> double |
Evaluator.evaluate(IgniteCache<K,V> dataCache,
IgniteModel<Vector,Double> mdl,
Preprocessor<K,V> preprocessor,
MetricName metric)
Computes the given metric on the given cache.
|
static <K,V> double |
Evaluator.evaluate(Map<K,V> dataCache,
IgniteBiPredicate<K,V> filter,
IgniteModel<Vector,Double> mdl,
Preprocessor<K,V> preprocessor,
MetricName metric)
Computes the given metric on the given cache.
|
static <K,V> double |
Evaluator.evaluate(Map<K,V> dataCache,
IgniteModel<Vector,Double> mdl,
Preprocessor<K,V> preprocessor,
MetricName metric)
Computes the given metric on the given cache.
|
double |
EvaluationResult.get(MetricName name)
Returns metric value by its name.
|
Constructor and Description |
---|
EvaluationResult(Map<MetricName,Double> values)
Creates an instance of EvaluationResult class.
|
Modifier and Type | Method and Description |
---|---|
MetricName |
Metric.name()
Returns metric name.
|
static MetricName |
MetricName.valueOf(String name)
Returns the enum constant of this type with the specified name.
|
static MetricName[] |
MetricName.values()
Returns an array containing the constants of this enum type, in
the order they are declared.
|
Modifier and Type | Method and Description |
---|---|
MetricName |
FMeasure.name()
Returns metric name.
|
MetricName |
Accuracy.name()
Returns metric name.
|
MetricName |
FalsePositiveAbsoluteValue.name()
Returns metric name.
|
MetricName |
Specificity.name()
Returns metric name.
|
MetricName |
FalseNegativeAbsoluteValue.name()
Returns metric name.
|
MetricName |
Precision.name()
Returns metric name.
|
MetricName |
Fdr.name()
Returns metric name.
|
MetricName |
MissRate.name()
Returns metric name.
|
MetricName |
FallOut.name()
Returns metric name.
|
MetricName |
TruePositiveAbsoluteValue.name()
Returns metric name.
|
MetricName |
Npv.name()
Returns metric name.
|
MetricName |
Recall.name()
Returns metric name.
|
MetricName |
BalancedAccuracy.name()
Returns metric name.
|
MetricName |
TrueNegativeAbsoluteValue.name()
Returns metric name.
|
Modifier and Type | Method and Description |
---|---|
MetricName |
Rss.name()
Returns metric name.
|
MetricName |
R2.name()
Returns metric name.
|
MetricName |
Mse.name()
Returns metric name.
|
MetricName |
Rmse.name()
Returns metric name.
|
MetricName |
Mae.name()
Returns metric name.
|
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Ignite Database and Caching Platform : ver. 2.10.0 Release Date : March 10 2021