---
language: en
tags:
- spam
- classification
- nlp
---

# Spam Classifier

This is a simple spam classifier using TF-IDF and Logistic Regression.

## Usage

```python
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