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I understand how to use WEKA APIs I first load the arff into the program which creates Instances. These will then be given to a Classifier that has been trained on this Dataset. Now I want to give it a new test dataset without a label and make the WEKA API tell me what the label for that instance is or may be. How is that done?
You use Classifier.classifyInstance(Instance)
http://weka.sourceforge.net/doc/weka/classifiers/Classifier.html