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Packages that use org.apache.mahout.df | |
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org.apache.mahout.df | |
org.apache.mahout.df.mapreduce | |
org.apache.mahout.df.mapreduce.inmem |
In-memory mapreduce implementation of Random Decision Forests
Each mapper is responsible for growing a number of trees with a whole copy of the dataset loaded in memory, it uses the reference implementation's code to build each tree and estimate the oob error. The dataset is distributed to the slave nodes using the DistributedCache. |
org.apache.mahout.df.mapreduce.partial |
Partial-data mapreduce implementation of Random Decision Forests
The builder splits the data, using a FileInputSplit, among the mappers. |
org.apache.mahout.df.ref |
Classes in org.apache.mahout.df used by org.apache.mahout.df | |
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DecisionForest
Represents a forest of decision trees. |
Classes in org.apache.mahout.df used by org.apache.mahout.df.mapreduce | |
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DecisionForest
Represents a forest of decision trees. |
Classes in org.apache.mahout.df used by org.apache.mahout.df.mapreduce.inmem | |
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DecisionForest
Represents a forest of decision trees. |
Classes in org.apache.mahout.df used by org.apache.mahout.df.mapreduce.partial | |
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DecisionForest
Represents a forest of decision trees. |
Classes in org.apache.mahout.df used by org.apache.mahout.df.ref | |
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DecisionForest
Represents a forest of decision trees. |
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