TMCnet

Data Normalization vs. Standardization: What's the Difference and When to Use Each

Data Normalization vs. Standardization is one of the most foundational yet often misunderstood topics in machine learning and ...
IEEE

Random Forest, K-Nearest Neighbors, and Adaboost Regressor in Diamond Price Forecasting

Abstract: Besides being in great demand in the form of jewelry, diamonds are one of the hardest materials ever on earth. Some communities are starting to look at diamonds to become investment assets, ...
IEEE

Enhanced Kernel k-Nearest Neighbors Regression with Backward Feature Selection

Abstract: This study presents an enhanced kernel $\boldsymbol{k}$-nearest neighbors regression method that incorporates backward feature selection to improve prediction accuracy. The Gaussian, ...