Essays about: "Sai Anusha Reddy Dubbaka"

Found 1 essay containing the words Sai Anusha Reddy Dubbaka.

  1. 1. Comparing Compound and Ordinary Diversity measures Using Decision Trees.

    University essay from Högskolan i Borås/Institutionen Handels- och IT-högskolan

    Author : Kanthi Gangadhara; Sai Anusha Reddy Dubbaka; [2011]
    Keywords : machine learning; ensemble; diversity; decision trees; compound diversity; classifiers; data mining;

    Abstract : An ensemble of classifiers succeeds in improving the accuracy of the whole when thecomponent classifiers are both diverse and accurate. Diversity is required to ensure that theclassifiers make uncorrelated errors. Theoretical and experimental approaches from previousresearch show very low correlation between ensemble accuracy and diversity measure. READ MORE