Hi All,
I'm new to Mahout and I'm interested in experimenting with it's classifiers.
Right now, I'm just trying to get up and running with the demo's and
examples.
After checking out the mahout trunk, I've tried running the classification
example 20news, but after running the ./examples/bin/build/20news-bayes.sh
script I get the following error during the classification phase.
Does anyone else get the same thing? Or have any recommendations about how
to fix it?
I'd just like to get a sample classifier working before I embark on my own
classification journey.
INFO: Loading model from:
{basePath=examples/bin/work/20news-bydate/bayes-model, classifierType=bayes,
alpha_i=1.0, dataSource=hdfs, gramSize=1, verbose=false, encoding=UTF-8,
defaultCat=unknown,
testDirPath=examples/bin/work/20news-bydate/bayes-test-input}
Jul 4, 2011 6:28:25 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: Testing Bayes Classifier
Jul 4, 2011 6:28:27 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: Read 50000 feature weights
Jul 4, 2011 6:28:27 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: Read 100000 feature weights
Jul 4, 2011 6:28:28 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: 193370.88331085522
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: rec.sport.baseball -129829.34738930278 531784.7805631821
-0.2441388925268003
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: sci.crypt -193023.42370049533 531784.7805631821 -0.3629728242618669
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: rec.sport.hockey -167853.6159738822 531784.7805631821
-0.31564200802459647
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: talk.politics.guns -203524.0148974065 531784.7805631821
-0.3827187658170024
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: soc.religion.christian -163900.9258713857 531784.7805631821
-0.308209132457322
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: sci.electronics -142854.1677345925 531784.7805631821
-0.26863154598614886
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: comp.os.ms-windows.misc -531784.7805631821 531784.7805631821 -1.0
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: misc.forsale -143454.70176448982 531784.7805631821
-0.26976082619845826
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: talk.religion.misc -139428.73484148504 531784.7805631821
-0.2621901565024562
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: alt.atheism -139569.06867597546 531784.7805631821 -0.2624540486626301
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: comp.windows.x -178029.10523376046 531784.7805631821
-0.33477660839638973
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: talk.politics.mideast -193075.00789450994 531784.7805631821
-0.36306982627452317
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: comp.sys.ibm.pc.hardware -138410.02049984262 531784.7805631821
-0.2602745049477736
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: comp.sys.mac.hardware -125200.9927438868 531784.7805631821
-0.23543545682389364
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: sci.space -192437.0009266271 531784.7805631821 -0.3618700797018455
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: rec.motorcycles -143142.20855440624 531784.7805631821
-0.26917319522159455
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: rec.autos -141800.97549909537 531784.7805631821 -0.2666510601317365
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: comp.graphics -166882.18654471825 531784.7805631821
-0.3138152738556811
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: talk.politics.misc -165196.84193278523 531784.7805631821
-0.3106460507535303
Jul 4, 2011 6:28:30 PM org.slf4j.impl.JCLLoggerAdapter info
INFO: sci.med -192698.5183245711 531784.7805631821 -0.36236185270382393
Exception in thread "main" java.lang.IllegalArgumentException: Label not
found: alt.atheism from
at
com.google.common.base.Preconditions.checkArgument(Preconditions.java:88)
at
org.apache.mahout.classifier.ConfusionMatrix.getCount(ConfusionMatrix.java:93)
at
org.apache.mahout.classifier.ConfusionMatrix.incrementCount(ConfusionMatrix.java:113)
at
org.apache.mahout.classifier.ConfusionMatrix.incrementCount(ConfusionMatrix.java:117)
at
org.apache.mahout.classifier.ConfusionMatrix.addInstance(ConfusionMatrix.java:85)
at
org.apache.mahout.classifier.ResultAnalyzer.addInstance(ResultAnalyzer.java:67)
at
org.apache.mahout.classifier.bayes.TestClassifier.classifySequential(TestClassifier.java:244)
at
org.apache.mahout.classifier.bayes.TestClassifier.main(TestClassifier.java:177)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:39)
at
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:25)
at java.lang.reflect.Method.invoke(Method.java:597)
at
org.apache.hadoop.util.ProgramDriver$ProgramDescription.invoke(ProgramDriver.java:68)
at org.apache.hadoop.util.ProgramDriver.driver(ProgramDriver.java:139)
at org.apache.mahout.driver.MahoutDriver.main(MahoutDriver.java:188)
Any help is great appreciated.
Regards,
--
Vijay Santhanam
Software Engineer
