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spam-filter-app

Runtime error

Email Spam Classifier using ML and UI in Gradio with Jupyter Notebook

ec159e6 verified 10 months ago

342 Bytes

from .preprocessing import preprocess_text

def predict(text: str, vectorizer, model) -> str:
    """Preprocess text, vectorize, and predict Spam/Ham."""
    processed = preprocess_text(text)
    vectorized = vectorizer.transform([processed])
    result = model.predict(vectorized)[0]
    return "Spam" if result == 1 else "Not Spam"

	from .preprocessing import preprocess_text

	def predict(text: str, vectorizer, model) -> str:
	"""Preprocess text, vectorize, and predict Spam/Ham."""
	processed = preprocess_text(text)
	vectorized = vectorizer.transform([processed])
	result = model.predict(vectorized)[0]
	return "Spam" if result == 1 else "Not Spam"