https://github.com/imvision12/tweets-classification-nlp
Tweets classification using naive-bayes, LSTM, GRU, Pre-trained embeddings, tensorflow decision forest
https://github.com/imvision12/tweets-classification-nlp
keras lstm navie-bayes-algorithm tensorflow tensorflow-decision-forests
Last synced: 3 months ago
JSON representation
Tweets classification using naive-bayes, LSTM, GRU, Pre-trained embeddings, tensorflow decision forest
- Host: GitHub
- URL: https://github.com/imvision12/tweets-classification-nlp
- Owner: IMvision12
- Created: 2022-04-03T09:07:20.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2022-04-20T13:25:35.000Z (about 3 years ago)
- Last Synced: 2025-01-14T04:29:24.761Z (4 months ago)
- Topics: keras, lstm, navie-bayes-algorithm, tensorflow, tensorflow-decision-forests
- Language: Jupyter Notebook
- Homepage:
- Size: 693 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Tweets-Classification-NLP
| | Accuracy |
| ------------- | ------------- |
| baseline(Naive Bayes) | 79.265092 |
| simple_dense | 78.740157 |
| lstm | 77.821522 |
| gru | 77.690289 |
| bidirectional | 77.034121 |
| TF-HUB | 80.839895 |
| TFDF + neural network | 74.015748 |
| TFDF + pre-trained embeddings | 81.49606 |