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thuggingface/
multi-nb-tfidf-model

Name: multi-nb-tfidf-model
Rating: 2.5 (8 reviews)

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Multinomial Naive Bayes with TF-IDF

This is a Multinomial Naive Bayes model trained with a TF-IDF vectorizer on a phishing detection dataset. It was trained using scikit-learn with the support of the National Innovation Centre for Data (NICD) at Newcastle University.

Usage

You can load and use this model with the following script:

python

import joblib
from huggingface_hub import hf_hub_download

# Download the model from Hugging Face
model_path = hf_hub_download(repo_id="your_username/multi-nb-tfidf-model", filename="multi-nb-tfidf-model.pkl")

# Load the model
model = joblib.load(model_path)

# Use the model for predictions
sample_text = ["Example text to classify"]
predictions = model.predict(sample_text)
print(predictions)

thuggingface/multi-nb-tfidf-model

Multinomial Naive Bayes with TF-IDF

Usage

thuggingface/
multi-nb-tfidf-model