This interactive dashboard, built using R Markdown and Flexdashboard, compares the performance of various machine learning models—including SVM, Naive Bayes, KNN, Decision Tree, and Logistic Regression—on a weather forecasting dataset. Key insights are supported by additional visualizations for data trends and distributions, providing a comprehensive overview of predictive model accuracy and weather patterns.