TRACE · University of Lagos

A spam filter gives you one answer. This one gives you three.

Three classifiers read the same message and answer independently — you see every verdict and every confidence.

Random Forest 200 trees over TF-IDF 97.86%
SVM Linear kernel, probability-calibrated 98.23%
BERT MiniLM, a distilled transformer 98.69%
Spam Email Detection System Using Machine Learning · Adurabukunmi Ogunsiji Matthew (190805089) · Supervisor: Dr. Akinboro

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A username and a password is all it takes. The email address only names the account — nothing is ever sent to it, and nothing you classify is visible to anyone else.

  • Your password can’t be too similar to your other personal information.
  • Your password must contain at least 8 characters.
  • Your password can’t be a commonly used password.
  • Your password can’t be entirely numeric.

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