| 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.knn.regression |
Contains helper classes for kNN regression 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 |
KMeansModel
This class encapsulates result of clusterization by KMeans algorithm.
|
| Modifier and Type | Class and Description |
|---|---|
class |
KNNClassificationModel<K,V>
kNN algorithm model to solve multi-class classification task.
|
| Modifier and Type | Class and Description |
|---|---|
class |
KNNRegressionModel<K,V>
This class provides kNN Multiple Linear Regression or Locally [weighted] regression (Simple and Weighted versions).
|
| Modifier and Type | Class and Description |
|---|---|
class |
LinearRegressionModel
Simple linear regression model which predicts result value Y as a linear combination of input variables:
Y = weights * X + intercept.
|
| Modifier and Type | Class and Description |
|---|---|
class |
SVMLinearBinaryClassificationModel
Base class for SVM linear classification model.
|
class |
SVMLinearMultiClassClassificationModel
Base class for multi-classification model for set of SVM classifiers.
|
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Ignite Fabric : ver. 2.6.0 Release Date : July 10 2018