from org.jdmp.core.dataset import DataSet
from org.jdmp.core.algorithm.classification.bayes import NaiveBayesClassifier

# load example data set
dataSet = DataSet.Factory.IRIS()
dataSet.showGUI()

# create a classifier
classifier = NaiveBayesClassifier()

# train the classifier using all data
classifier.trainAll(dataSet)

# use the classifier to make predictions
classifier.predictAll(dataSet)

# get the results
accuracy = dataSet.getAccuracy()

print "accuracy: ", accuracy