Classify the sentinment (positive or negative) of the text by pre-processing and transforming text with NLP techniques
- preprocess text with NLP techniques in the the following order:
- REGEX
- Lower Case
- Tokenize
- Remove Stop Word
- Lemmatization
- Transform the processes text into columns based on the text importance with TF-IDF techniques
- classification model development and evaluation
- Sentence: review text
- Polarity: sentinment
- 0: negative sentinment
- 1: positive sentinment