创建mahout模型时出错

Question

我正在为我的数据训练mahout分类器，遵循我发出的创建mahout模型的命令

./bin/mahout seqdirectory -i /tmp/mahout-work-root/MyData-all -o /tmp/mahout-work-root/MyData-seq

./bin/mahout seq2sparse -i /tmp/mahout-work-root/MyData-seq -o /tmp/mahout-work-root/MyData-vectors -lnorm -nv -wt tfidf

./bin/mahout split -i /tmp/mahout-work-root/MyData-vectors/tfidf-vectors --trainingOutput /tmp/mahout-work-root/MyData-train-vectors --testOutput /tmp/mahout-work-root/MyData-test-vectors --randomSelectionPct 40 --overwrite --sequenceFiles -xm sequential

./bin/mahout trainnb -i /tmp/mahout-work-root/Mydata-train-vectors -el -o /tmp/mahout-work-root/model -li /tmp/mahout-work-root/labelindex -ow

当我尝试使用trainnb命令创建模型时，我得到了以下异常：

Exception in thread "main" java.lang.ArrayIndexOutOfBoundsException: 1 at org.apache.mahout.classifier.naivebayes.BayesUtils.writeLabelIndex(BayesUtils.java:119) at org.apache.mahout.classifier.naivebayes.training.TrainNaiveBayesJob.createLabelIndex(TrainNaiveBayesJob.java:152)

这里会有什么问题呢？

注意:原始示例提到的here运行良好。

Answer 1

我认为这可能是你如何放置你的培训文件的问题。文件应按如下方式组织：

MyData-All

\classA

 -file1
 -file2
 -...

\classB

 -filex

……