Udacity capstone project | Credit card fraud prediction | Supervised Learning | Ensemble model | Data Sampling

ISIC 2019 - Skin Lesion Analysis Towards Melanoma Detection

Predictive Machine Learning Project

Udacity Machine Learning Project 3(Python)

Implementation of Saliency-based Agreement Metric for Ensemble Learning

Different classification algorithms are used to predict income levels of potential donors. The hyperparameters of the classifiers are optimized via grid_search and, among others, an ensemble classifier with the highest prediction performance is selected for this classification project.

This repository contains the code for a web-based diabetes prediction application using a machine learning model. The application is built using Flask and allows users to input various health parameters to predict the likelihood of diabetes using ensemble voting classifier.