metadata
language: en
tags:
- spam
- classification
- nlp
Spam Classifier
This is a simple spam classifier using TF-IDF and Logistic Regression.
Usage
from sklearn.pipeline import Pipeline
import joblib
model = joblib.load("spam_model.joblib")
prediction = model.predict(["You won a free prize!"])
## Metrics
Accuracy: 0.85
F1-score: 0.82