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email-phishing-detection-vectorizer – AI Model by emreotu | AlphaNeural AI
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email-phishing-detection-vectorizer
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TF-IDF Vectorizer for Email Phishing Detection
This is the
TF-IDF vectorizer
used to convert email text into numerical features for phishing detection.
🔍 How it Works
Transforms preprocessed email text into sparse vectors
Used by the SVM, Logistic Regression, and Naive Bayes models
Trained on a combined dataset of phishing and legitimate emails
📌 Important
Before applying this vectorizer:
Merge fields like sender, subject, body, etc.
Preprocess text: lowercase, remove stopwords, punctuation, and lemmatize
Then pass to this vectorizer
🔗 Related Model
This vectorizer was used to train:
emreotu/email-phishing-svm
Author
Emre Otu
license: mit language:
en tags:
phishing
cybersecurity
tfidf
email
sklearn
vectorizer model-index:
name: TF-IDF Vectorizer results: []
