SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.

HR Analytics Dataset

Tumor prediction from microarray data using 10 machine learning classifiers. Feature extraction from microarray data using various feature extraction algorithms.

Evaluating machine learning methods for detecting sleep arousal, bachelor thesis by Jacob Stachowicz and Anton Ivarsson (2019)

Bike Sharing in Washington D.C.

Used CDC dataset for heart attack detection in patients. Balanced the dataset using SMOTE and Borderline SMOTE and used feature selection and machine learning to create different models and compared them based on metrics such as F-1 score, ROC AUC, MCC, and accuracy.

Heart Attack Prediction by implementing Feature Selection such as SelectKBest & Recursive Feature Elimination

Forecast stocks using machine learning algorithms. This is the final project for Data Science 3580.

This repository contains my current model for the Housing Prices Kaggle competition.

本项目是论文《CAT-RFE：点击欺诈的集成检测框架》的实验代码。