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Aswath Shakthi 's Projects

enhanced-nb-classification icon enhanced-nb-classification

New Feature Selection Process to Enhance Naïve Bayes Classification project concentrates on improving the classification accuracy of cancer cells using gene microarray as features for various cancer data sets such as colon cancer, lymphoma and leukemia, using Machine learning classifiers such as Naïve Bayes, along with mutual information as feature selection technique.

frequency-weighting icon frequency-weighting

Enhanced Text Classification through various Frequency Weighting proposes the estimation of improving accuracy through implying various weighting strategies in SVM and Maximum Entropy algorithms using Yelp review dataset.

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