Sentiment Analysis on Hotel Reviews

Usage

Usage: python main.py "Type review here..."

Results

Classifier	Accuracy
Multinomial Naive Bayes	92.79%
Bernoulli Naive Bayes	90.97%
Linear Support Vector Classifier	94.87%
Logistic Regression	94.85%

For more details, see the report: Invididual Assignment I - Yoshio Schermer.

Data sources

• 515k hotel reviews dataset from: https://www.kaggle.com/jiashenliu/515k-hotel-reviews-data-in-europe
• 10 handwritten hotel reviews