Breast Cancer Classification
J48 vs MLP Machine Learning Analysis.
Compared accuracy of Decision Tree and MLP algorithms on UCI dataset.
Breast Cancer Classification: J48 vs MLP
Machine Learning & Data Analysis Project (Excel & Weka) — Oakville, ON
- Compared J48 Decision Tree (71.1% accuracy) and MLP (67.6%) on the UCI Breast Cancer dataset over 30 trials; recommended J48 based on Excel analysis and supporting research.
- Performed data cleaning, validation, and visualization in Weka and Excel, effectively communicating model performance and insights to peers.
Written by
Maryam Elhamidi
Data Analyst based
in Toronto