MULTI CLASS CLASSIFIER FROM SINGLE CLASS DATASET

摘要

The present invention addresses the methods and systems for multi class classifier which is capable to classify the given data item as member of one or multiple classes at same point of time. Invention also addresses various multi class classification methods and systems which include classification using single output unit and classification using multiple output units. To train and test such multi class classifiers, multi class dataset is required. Under the un-availability of such multi class dataset, the present invention is capable to generate multi class data item from single class data items. Further, present invention is also able to generate multi class data item from preexisting multi class data items, generated multi class data items or any combination of preexisting single class, preexisting multi class and generated multi class data items.