| Interface | Description |
|---|---|
| Loader<M extends Saveable> |
Trait for classes which can load models and transformers from files.
|
| Saveable |
Trait for models and transformers which may be saved as files.
|
| Class | Description |
|---|---|
| DataValidators |
A collection of methods used to validate data before applying ML algorithms.
|
| KMeansDataGenerator |
Generate test data for KMeans.
|
| LinearDataGenerator |
Generate sample data used for Linear Data.
|
| LogisticRegressionDataGenerator |
Generate test data for LogisticRegression.
|
| MFDataGenerator |
Generate RDD(s) containing data for Matrix Factorization.
|
| MLUtils |
Helper methods to load, save and pre-process data used in MLLib.
|
| NumericParser |
Simple parser for a numeric structure consisting of three types:
|
| SVMDataGenerator |
Generate sample data used for SVM.
|