Text_Classification

Testing typical Machine Learning Algoritms on the dataset of Russian texts for tonality analysis.

To run:

1. Copy this repo
2. unzip dataset - data.zip to root folder
3. run in the command line: python3 classifier.py --model [CHOOSE MODEL] --max_features [0..27000] --stop_words[None, Russian] --vertorization [TYPE]

Types of the words vectorization:

1. Frequency of word
2. TF-IDF
3. Bool Vector