ayan-cs / sentiment-analysis-imdb

Using different Supervised Learning techniques with different settings of their hyperparameters to capture the sentiment from IMDb Movie Reviews dataset.

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Sentiment Analysis from IMDb Movie Reviews : A study on Performance of Hyperparameter tuned Classification Algorithms

Using different Supervised Learning techniques with different settings of their hyperparameters to capture the sentiment from IMDb Movie Reviews dataset. This project is submitted as a partial fulfillment of the course Machine Learning - 1 (CSL7550).

IMPORTANT

If you are using the Code (fully or partially) or the preprocessed Dataset used in the work, kindly cite the THIS PUBLICATION.

A. Ghosh, "Sentiment Analysis of IMDb Movie Reviews : A comparative study on Performance of Hyperparameter-tuned Classification Algorithms," 2022 8th International Conference on Advanced Computing and Communication Systems (ICACCS), 2022, pp. 289-294, doi: 10.1109/ICACCS54159.2022.9784961.

Dataset (preprocessed) link : CLICK HERE

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Using different Supervised Learning techniques with different settings of their hyperparameters to capture the sentiment from IMDb Movie Reviews dataset.


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