yileidon
Recent graduate from USC, with an interest in neuroscience, statistical analysis/modeling, & machine learning.
University of Southern California Los Angeles, CA
Pinned Repositories
DecisionTrees-L1-L2
Classifying different datasets with decision trees, Ridge Regularized, and LASSO Regularized Regressions.
EEG_Eye_State---KNN_Classifer
kNN to classify EEG Eye State dataset (from UCI Machine Learning Repository)
kNN-Spine-Condition
Classifying spine conditions of patients with a k-Nearest Neighbors algorithm.
LinearReg-PowerPlant
Predicting net hourly electrical energy output of a combined cycle power plant at full load from 2006-2011 with linear regressions.
LogBayes-BreastCancer
Classifying if patients have breast cancer with logistic regression & Gaussian Naive Bayes algorithms.
sims
simulations for the Computational Cognitive Neuroscience textbook
Youtube-Spam-Classification
Simple YouTube comment spam filtering tool for MV's of various artists.
yileidon's Repositories
yileidon/DecisionTrees-L1-L2
Classifying different datasets with decision trees, Ridge Regularized, and LASSO Regularized Regressions.
yileidon/EEG_Eye_State---KNN_Classifer
kNN to classify EEG Eye State dataset (from UCI Machine Learning Repository)
yileidon/kNN-Spine-Condition
Classifying spine conditions of patients with a k-Nearest Neighbors algorithm.
yileidon/LinearReg-PowerPlant
Predicting net hourly electrical energy output of a combined cycle power plant at full load from 2006-2011 with linear regressions.
yileidon/LogBayes-BreastCancer
Classifying if patients have breast cancer with logistic regression & Gaussian Naive Bayes algorithms.
yileidon/sims
simulations for the Computational Cognitive Neuroscience textbook
yileidon/Youtube-Spam-Classification
Simple YouTube comment spam filtering tool for MV's of various artists.