Search Results for author: Aniruddha Dutta

Found 2 papers, 1 papers with code

A Gated Recurrent Unit Approach to Bitcoin Price Prediction

no code implementations24 Dec 2019 Aniruddha Dutta, Saket Kumar, Meheli Basu

Experimental results show that gated recurring unit (GRU) model with recurrent dropout performs better better than popular existing models.

BIG-bench Machine Learning Feature Engineering +3

An Efficient Convolutional Neural Network for Coronary Heart Disease Prediction

1 code implementation1 Sep 2019 Aniruddha Dutta, Tamal Batabyal, Meheli Basu, Scott T. Acton

Despite a 35:1 (Non-CHD:CHD) ratio in the NHANES dataset, the investigation confirms that our proposed CNN architecture has the classification power of 77% to correctly classify the presence of CHD and 81. 8% the absence of CHD cases on a testing data, which is 85. 70% of the total dataset.

Disease Prediction Efficient Neural Network +1

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