Blog posts

2020

Data Mining (CES 5338) Final Project

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The main purpose of the project is predicting the rating of the game, based on the given reviews and understanding how the test classification machine learning algorithm works and improving the outputs on existing references. The second purpose is providing good documentation for the whole process.

Data Mining (CES 5338) Assignment-03

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The purpose of this assinment was understanding the performance of Naive Bayes classifier for large review movie data sentimental analysis.

Data Mining (CES 5338) Assignment-02

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The purpose of this assinment was understanding the performance of different distance metrics(euclidean, normalized euclidean and cosine distance) in KNN with different hyperparameters(K).

Data Mining (CES 5338) Assignment-01

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The purpose of this assinment was understanding overfit, underfit and selecting hyperparameter for best performance of polinomial curve based on training and test error.