IMDB Movie Review Sentiment Analysis

Overview

This project performs binary sentiment classification on IMDB movie reviews (positive/negative).

Model & Method

  • Feature: TF-IDF
  • Model: 2-layer fully connected network
  • Framework: PyTorch

Performance

  • Accuracy: 88%

Files

  • train.py: training script
  • imdb_balanced_10k.csv: dataset
  • requirements.txt: dependencies

Run

pip install -r requirements.txt
python train.py
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Dataset used to train luchenxi44aly/sentiment-analysis