Error running Mahout NB Classifier in Train step - java.lang.OutOfMemoryError: Java heap space

Hi,

I am getting following error while training a model. All Mapreduce runs
fine without error on HDP Ambari1.5(as per logs). But, I assume, while
creating models, it gives following error. Please help

Exception in thread "main" java.lang.OutOfMemoryError: Java heap space
at
org.apache.mahout.math.map.OpenIntDoubleHashMap.rehash(OpenIntDoubleHashMap.java:491)
at
org.apache.mahout.math.map.OpenIntDoubleHashMap.put(OpenIntDoubleHashMap.java:444)
at
org.apache.mahout.math.RandomAccessSparseVector.setQuick(RandomAccessSparseVector.java:127)
at
org.apache.mahout.math.VectorWritable.readFields(VectorWritable.java:120)
at
org.apache.hadoop.io.SequenceFile$Reader.getCurrentValue(SequenceFile.java:2178)
at
org.apache.hadoop.io.SequenceFile$Reader.next(SequenceFile.java:2306)
at
org.apache.mahout.common.iterator.sequencefile.SequenceFileIterator.computeNext(SequenceFileIterator.java:101)
at
org.apache.mahout.common.iterator.sequencefile.SequenceFileIterator.computeNext(SequenceFileIterator.java:40)
at
com.google.common.collect.AbstractIterator.tryToComputeNext(AbstractIterator.java:143)
at
com.google.common.collect.AbstractIterator.hasNext(AbstractIterator.java:138)
at com.google.common.collect.Iterators$5.hasNext(Iterators.java:543)
at
com.google.common.collect.ForwardingIterator.hasNext(ForwardingIterator.java:43)
at
org.apache.mahout.classifier.naivebayes.BayesUtils.readModelFromDir(BayesUtils.java:81)
at
org.apache.mahout.classifier.naivebayes.training.TrainNaiveBayesJob.run(TrainNaiveBayesJob.java:164)
at org.apache.hadoop.util.ToolRunner.run(ToolRunner.java:70)
at
org.apache.mahout.classifier.naivebayes.training.TrainNaiveBayesJob.main(TrainNaiveBayesJob.java:62)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
at
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:606)
at
org.apache.hadoop.util.ProgramDriver$ProgramDescription.invoke(ProgramDriver.java:72)
at org.apache.hadoop.util.ProgramDriver.run(ProgramDriver.java:145)
at
org.apache.hadoop.util.ProgramDriver.driver(ProgramDriver.java:153)
at org.apache.mahout.driver.MahoutDriver.main(MahoutDriver.java:195)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
at
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:606)
at org.apache.hadoop.util.RunJar.main(RunJar.java:212)

Prabhat Kumar Singh