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ML & Data Science

Bike-Sharing Usage Patterns

Classification model for weekday demand

RcaretrandomForeste1071

Overview

Weekday demand classification on Seoul's hourly bike-share data, comparing Logistic Regression, Bagging (Random Forest), and SVM. Bagging won.

4.87% misclassification rate (Bagging)

Tech Stack

RcaretrandomForeste1071