https://github.com/mrtaz77/fitymi-fake-it-till-you-make-it
Fake news detection using machine learning
https://github.com/mrtaz77/fitymi-fake-it-till-you-make-it
fake-news-detection passiveaggressiveclassifier tfidf-vectorizer
Last synced: 4 months ago
JSON representation
Fake news detection using machine learning
- Host: GitHub
- URL: https://github.com/mrtaz77/fitymi-fake-it-till-you-make-it
- Owner: mrtaz77
- License: apache-2.0
- Created: 2024-07-12T17:54:46.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-07-13T16:07:42.000Z (over 1 year ago)
- Last Synced: 2024-07-13T18:28:20.590Z (over 1 year ago)
- Topics: fake-news-detection, passiveaggressiveclassifier, tfidf-vectorizer
- Language: Jupyter Notebook
- Homepage:
- Size: 974 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# fitymi-Fake-It-Till-You-Make-It
Fake news detection using machine learning
## Resources
1. [tf-idf vectorizer | tf-idf explained with practical example](https://www.youtube.com/watch?v=_RhHA_tYYXI)
2. [TfIdf vectorizer Documentation](https://scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.TfidfVectorizer.html)
3. [PassiveAggressive Classifier Documentation](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.PassiveAggressiveClassifier.html)
4. [#50: Scikit-learn 47:Supervised Learning 25: Passive Aggressive Algorithm](https://www.youtube.com/watch?v=1gAY3uNiiTg)
5. [Online Passive-Aggressive Algorithms](https://www.youtube.com/watch?v=kr-A6fhyH28)
# Dataset
Make a folder 'data' and save this [Welfake csv](https://www.kaggle.com/datasets/saurabhshahane/fake-news-classification) dataset there.