Rule covering for interpretation and boosting

Adaptive E-Learning Platform for students.

Implementation of Decision Tree algorithm to classify the personalities of the people. Data used was the combination of data from Big Five personality test and 16 personality test.

Loan Application Prediction through machine learning moldes : Logistic Regression, Random Forest, DecisionTree,

Design Laboratory: Cybersecurity, Reliability and Risk – malware discovery with machine learning

business analytics course homework assignments

IIT Kharagpur ML Assignments by Prof. Pabitra Mitra

CIND820 Capstone Project: Classification of Water Quality samples using ML

Sports Analytics in Python

This is a project trying to identify hypertensive patients who benefit from intensive blood pressure lowering

This work aims to develop student's academic performance prediction model, for the Bachelor's degree students in Computer Science using the classification method; Decision Tree Algorithm. Parameters like semester marks, attendance marks, score obtained from the 10th and 12th examinations, study time, and other aspects were selected to conduct th…

Implementation of basic ML algorithms in Python a.w.a in R (don't go by the name of the repository)

Mushroom Data Set

This is a project which uses simple metrics and model evaluation via Grid Search to build a Decision Tree Regressor to predict the price of a house in Boston.

The IBM HR Attrition Case Study is a scenario in which a fictitious dataset is used to identify key factors that may predict whether an employee is likely to leave the company or not.

Design for Heart Disease Web Application

Sports Analytics in R (Regularization and DecisionTree based approaches for Regression problems)

Here I developed a machine learning model for predicting personality traits. It analyzes personal behavior data and uses algorithms like KNN, Logistic Regression, Decision Tree to classify individuals based on traits. It automates the personality assessment process, providing insights for social media, advertising, and recruitment.

Dermatology Data Set

Decision Tree Model Implemented in R