| Class | Description |
|---|---|
| ArffHeaderHadoopJob |
A Hadoop job for creating a unified ARFF header (including summary "meta"
attributes).
|
| ArffHeaderHadoopJobBeanInfo |
BeanInfo class for the ArffHeaderHadoopJob
|
| CorrelationMatrixHadoopJob |
Hadoop job for constructing a correlation matrix.
|
| CorrelationMatrixHadoopJobBeanInfo |
BeanInfo class for the CorrelationMatrixHadoopJob
|
| CorrelationMatrixHadoopMapper |
Hadoop Mapper implementation for the correlation matrix job.
|
| CorrelationMatrixRowHadoopReducer |
Hadoop Reducer implementation for the correlation matrix job.
|
| CSVToArffHeaderHadoopMapper |
Mapper implementation for the ArffHeaderHadoop job
|
| CSVToArffHeaderHadoopReducer |
Reducer implementation for the ArffHeaderHadoopJob
|
| HadoopJob |
Abstract base class for Hadoop jobs.
|
| HadoopJobBeanInfo |
BeanInfo class for the abstract HadoopJob
|
| KMeansCentroidSketchHadoopMapper |
Hadoop mapper for the k-means|| initialization procedure.
|
| KMeansCentroidSketchHadoopReducer |
Hadoop reducer for the k-means|| initialization procedure.
|
| KMeansClustererHadoopJob |
Hadoop job for building a k-means clusterer usining either random centroid or
k-means|| initialization.
|
| KMeansClustererHadoopJobBeanInfo |
BeanInfo class for the KMeansClustererHadoopJob
|
| KMeansHadoopMapper |
Hadoop mapper for a k-means iteration.
|
| KMeansHadoopReducer |
Hadoop reducer for a k-means iteration
|
| RandomizedDataChunkHadoopJob |
Job for creating randomly shuffled (and stratified if a nominal class is set)
data chunks.
|
| RandomizedDataChunkHadoopJobBeanInfo | |
| RandomizedDataChunkHadoopMapper |
Hadoop Mapper implementation for the job that creates randomly shuffled (and
stratified if the class is nominal) data chunks.
|
| RandomizedDataChunkHadoopReducer |
Hadoop Reducer implementation for the job that creates randomly shuffled (and
stratified if the class is nominal) data chunks.
|
| WekaClassifierEvaluationHadoopJob |
Hadoop job for running an evaluation of a classifier or regressor.
|
| WekaClassifierEvaluationHadoopJobBeanInfo |
BeanInfo class for the WekaClassifierEvaluationHadoopJob
|
| WekaClassifierEvaluationHadoopReducer |
Hadoop reducer implementaton for the evaluation job.
|
| WekaClassifierHadoopJob |
Hadoop job for building a classifier or regressor.
|
| WekaClassifierHadoopJobBeanInfo |
BeanInfo class for the WekaClassifierHadoopJob
|
| WekaClassifierHadoopMapper |
Mapper implementation for the WekaClassifierHadoopJob
|
| WekaClassifierHadoopReducer | |
| WekaFoldBasedClassifierEvaluationHadoopMapper |
Hadoop mapper implementation for the evaluation job.
|
| WekaFoldBasedClassifierHadoopMapper |
Mapper implementation for the model-building phase of the evaluation job.
|
| WekaFoldBasedClassifierHadoopReducer |
Reducer implementation for the model-building phase of the evaluation job.
|
| WekaScoringHadoopJob |
Hadoop job for scoring new data using an existing Weka classifier or
clusterer.
|
| WekaScoringHadoopJobBeanInfo |
BeanInfo class for the WekaScoringHadoopJob
|
| WekaScoringHadoopMapper |
Mapper implementation for the WekaScoringHadoop job
|