Dipti·Aug 12, 2025Random Forest in 2025: Why Ensembling Still Reigns SupremeWhen you’re buying a car, would you just pick the first one you see? Probably not. You’d ask a few friends, read reviews, compare specs…
Dipti·Aug 10, 2025Building Regression Models in R using Support Vector Regression (SVR) — 2025 UpdateSupport Vector Regression (SVR) is a powerful machine learning technique for predicting continuous values, derived from the same…
Dipti·Aug 2, 2025Support Vector Machines (SVM) in R: Tutorial with Code & Tuning (2025)Support Vector Machines (SVMs) are powerful supervised learning models used for classification and regression. They work by finding an…
Dipti·Jul 27, 2025Choropleth Maps in RChoropleth maps provides a very simple and easy way to understand visualizations of a measurement across different geographical areas, be…
Diptimoryani·Jul 17, 2025Programming with R — How to Get a Frequency Table of a Categorical Variable as a Data FrameCategorical data is a kind of data which has a predefined set of values. Taking “Child”, “Adult” or “Senior” instead of keeping the age of…
