org.apache.mahout.classifier.bayes.mapreduce.bayes
Class BayesThetaNormalizerMapper
java.lang.Object
org.apache.hadoop.mapred.MapReduceBase
org.apache.mahout.classifier.bayes.mapreduce.bayes.BayesThetaNormalizerMapper
- All Implemented Interfaces:
- Closeable, org.apache.hadoop.mapred.JobConfigurable, org.apache.hadoop.mapred.Mapper<StringTuple,org.apache.hadoop.io.DoubleWritable,StringTuple,org.apache.hadoop.io.DoubleWritable>
public class BayesThetaNormalizerMapper
- extends org.apache.hadoop.mapred.MapReduceBase
- implements org.apache.hadoop.mapred.Mapper<StringTuple,org.apache.hadoop.io.DoubleWritable,StringTuple,org.apache.hadoop.io.DoubleWritable>
Mapper for Calculating the ThetaNormalizer for a label in Naive Bayes Algorithm
Method Summary |
void |
configure(org.apache.hadoop.mapred.JobConf job)
|
void |
map(StringTuple key,
org.apache.hadoop.io.DoubleWritable value,
org.apache.hadoop.mapred.OutputCollector<StringTuple,org.apache.hadoop.io.DoubleWritable> output,
org.apache.hadoop.mapred.Reporter reporter)
We need to calculate the thetaNormalization factor of each label |
Methods inherited from class org.apache.hadoop.mapred.MapReduceBase |
close |
Methods inherited from class java.lang.Object |
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
BayesThetaNormalizerMapper
public BayesThetaNormalizerMapper()
map
public void map(StringTuple key,
org.apache.hadoop.io.DoubleWritable value,
org.apache.hadoop.mapred.OutputCollector<StringTuple,org.apache.hadoop.io.DoubleWritable> output,
org.apache.hadoop.mapred.Reporter reporter)
throws IOException
- We need to calculate the thetaNormalization factor of each label
- Specified by:
map
in interface org.apache.hadoop.mapred.Mapper<StringTuple,org.apache.hadoop.io.DoubleWritable,StringTuple,org.apache.hadoop.io.DoubleWritable>
- Parameters:
key
- The label,feature pairvalue
- The tfIdf of the pair
- Throws:
IOException
configure
public void configure(org.apache.hadoop.mapred.JobConf job)
- Specified by:
configure
in interface org.apache.hadoop.mapred.JobConfigurable
- Overrides:
configure
in class org.apache.hadoop.mapred.MapReduceBase
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