IEEE

Enumerating the K-Fold Configurations in Multi-Class Classification Problems

Abstract: K-fold cross-validation is a widely used tool for assessing classifier performance. The reproducibility crisis [6] faced by artificial intelligence partly results from the irreproducibility ...
Journal of Medical Internet Research

Methods for Analytical Validation of Novel Digital Clinical Measures: Implementation Feasibility Evaluation Using Real-World Datasets

By utilizing a standardized methodology for evaluating novel digital measures, sDHT developers, biostatisticians and clinical researchers will be able to navigate the complex validation landscape more ...
IEEE

A One-Shot Learning Approach for Fault Classification of Bearings via Multi-Autoencoder Reconstruction

Abstract: In industrial scenarios, the scarcity of labeled data for fault diagnosis of rotating machinery poses a significant challenge to the development of reliable data-driven models. This paper ...
Scientific Research Publishing

Vehtari, A., Gelman, A. and Gabry, J. (2017) Practical Bayesian Model Evaluation Using Leave-One-Out Cross-Validation and WAIC. Statistics and Computing, 27, 1413-1432.

ABSTRACT: This study examined the relationship between the Monetary Policy Rate (MPR) and inflation across five continents from 2014 to 2023 using both Frequentist and Bayesian Linear Mixed Models ...
KSAT

Texans can use school vouchers for pre-K, but the pool of families who qualify is limited

Final rules for Texas’ private school voucher program recently clarified that families interested in sending their children to private pre-K could receive an estimated $10,800 per year, the same ...