knnclassification

Using KNN classifier as the final model to determine whether a customer would give rating 1.

A professional, enterprise-grade web application that uses YOLO (You Only Look Once) deep learning model to detect weapons in thermal images. Features modern UI/UX, real-time alerts, user authentication, and advanced analytics.

15 hand postures from 8-channel surface EMG. I audited my own evaluation and found the split was leaking overlapping windows between train and test — the honest number is 14.5 points below what I first reported. 83.7% within-subject, 32.3% cross-subject.

🚗 KNN Classification for Car Safety | Implements K-Nearest Neighbors (KNN) to classify car safety levels using the Car Evaluation Dataset. Features data preprocessing, feature scaling, and hyperparameter tuning with RandomizedSearchCV, resulting in improved accuracy. 📊🔍

EDA Analysis and deployments