https://github.com/constantine-khoroshilov/spamclassification
The spam classification program using the logistic regression model to determine whether an email is spam or ham (not spam)
https://github.com/constantine-khoroshilov/spamclassification
data-science python spam-classification
Last synced: 3 months ago
JSON representation
The spam classification program using the logistic regression model to determine whether an email is spam or ham (not spam)
- Host: GitHub
- URL: https://github.com/constantine-khoroshilov/spamclassification
- Owner: Constantine-Khoroshilov
- Created: 2024-03-30T19:16:19.000Z (over 2 years ago)
- Default Branch: master
- Last Pushed: 2024-04-01T09:28:32.000Z (over 2 years ago)
- Last Synced: 2024-12-24T10:36:24.307Z (over 1 year ago)
- Topics: data-science, python, spam-classification
- Language: Python
- Homepage:
- Size: 202 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Spam classification
This program uses:
1. __scikit-learn__ library for extracting the features of a text and training the logistic regression model.
2. __nltk__ library for transforming a text.
[Dataset (emails.csv) from kaggle](https://www.kaggle.com/datasets/ashfakyeafi/spam-email-classification)