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A collection of research papers on decision, classification and regression trees with implementations.
Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.
This Repository contains Solutions to the Quizes & Lab Assignments of the Machine Learning Specialization (2022) from Deeplearning.AI on Coursera taught by Andrew Ng, Eddy Shyu, Aarti Bagul, Geoff Ladwig.
using machine-learning to detecte instruction
counterfactual explanations for XGBoost and tree ensemble models - counterfactual reasoning - model interpretability
Decision Tree Classifier and Boosted Random Forest
Data Mining at UCSB with Professor Sang Oh (Fall 2016)