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SentimentAnalysisIGNGameReviews

Sentiment Analysis of IGN Game Reviews Predict the sentiment in game titles from the IGN game dataset. Classification outputs a class from the set of 11 classes. Classes: ('Great', 'Good', 'Okay', 'Mediocre', 'Amazing', 'Bad', 'Awful', 'Painful', 'Unbearable', 'Masterpiece')

Performing sentiment analysis using tflearn on a small number of output classes such as 2 or 3 (Positive, Negative, Neutral) would give us much higher accuracies compared to using these 11 classes.

Result
LayersDropoutsTrain/Test splitBatch sizeAccuracy
LSTM(128), LSTM(128), LSTM(128) (0.9, 0.9, 0.9) 0.80 3240.8%

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