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Interface Summary | |
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BayesJob | Implementors of this interface provide a way for running bayes training jobs on a hadoop cluster. |
Class Summary | |
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BayesConstants | Class containing Constants used by Naive Bayes classifier classes |
BayesFeatureCombiner | Can also be used as a local Combiner. |
BayesFeatureDriver | Create and run the Bayes Feature Reader Step. |
BayesFeatureMapper | Reads the input train set(preprocessed using the BayesFileFormatter ). |
BayesFeatureOutputFormat | This class extends the MultipleOutputFormat, allowing to write the output data to different output files in sequence file output format. |
BayesFeatureReducer | Can also be used as a local Combiner. |
BayesTfIdfDriver | The Driver which drives the Tf-Idf Generation |
BayesTfIdfMapper | Naive Bayes Tfidf Mapper. |
BayesTfIdfOutputFormat | This class extends the MultipleOutputFormat, allowing to write the output data to different output files in sequence file output format. |
BayesTfIdfReducer | Can also be used as a local Combiner beacuse only two values should be there inside the values |
BayesWeightSummerDriver | Create and run the Bayes Trainer. |
BayesWeightSummerMapper | Calculates weight sum for a unique label, and feature |
BayesWeightSummerOutputFormat | This class extends the MultipleOutputFormat, allowing to write the output data to different output files in sequence file output format. |
BayesWeightSummerReducer | Can also be used as a local Combiner |
FeatureLabelComparator | |
FeaturePartitioner | ensure that features all make it into the same partition. |
JobExecutor | Base class for executing the Bayes Map/Reduce Jobs |
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