IEEE

K-Fold and Stochastic Search-Based Optimization for Hyperbolic Support Vector Machine

Abstract: With the widespread application of machine learning, the accuracy and generalization capability of models have become central research issues. Support Vector Machines (SVMs) are extensively ...
IEEE

Groundwater Quality Prediction Using Deep Neural Networks with Principal Component Analysis Based Feature Reduction and K-Fold Cross Validation

Abstract: Groundwater quality plays a vital role in meeting domestic, agricultural, and industrial needs. However, the intensification of human activities has led to the degradation of groundwater ...
GitHub

Repeated hold-out validation versus k-fold cross validation

This repository contains R scripts that execute experiments to compare the results of repeated hold-out validation and the results of k-fold cross validation. For five different datasets, the script ...