| Package | Description |
|---|---|
| org.apache.ignite.ml.clustering.kmeans |
Contains kMeans clustering algorithm.
|
| org.apache.ignite.ml.knn.classification |
Contains main APIs for kNN classification algorithms.
|
| org.apache.ignite.ml.regressions.linear |
Contains various linear regressions.
|
| org.apache.ignite.ml.svm |
Contains main APIs for SVM(support vector machines) algorithms.
|
| Modifier and Type | Class and Description |
|---|---|
class |
KMeansTrainer
The trainer for KMeans algorithm.
|
| Modifier and Type | Class and Description |
|---|---|
class |
KNNClassificationTrainer
kNN algorithm trainer to solve multi-class classification task.
|
| Modifier and Type | Class and Description |
|---|---|
class |
LinearRegressionLSQRTrainer
Trainer of the linear regression model based on LSQR algorithm.
|
class |
LinearRegressionSGDTrainer<P extends Serializable>
Trainer of the linear regression model based on stochastic gradient descent algorithm.
|
| Modifier and Type | Class and Description |
|---|---|
class |
SVMLinearBinaryClassificationTrainer
Base class for a soft-margin SVM linear classification trainer based on the communication-efficient distributed dual
coordinate ascent algorithm (CoCoA) with hinge-loss function.
|
class |
SVMLinearMultiClassClassificationTrainer
Base class for a soft-margin SVM linear multiclass-classification trainer based on the communication-efficient
distributed dual coordinate ascent algorithm (CoCoA) with hinge-loss function.
|
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Ignite Fabric : ver. 2.6.0 Release Date : July 10 2018