Overfitting

A survey on Image Data Augmentation for Deep Learning

Random forest in remote sensing: A review of applications and future directions

Normalization and variance stabilization of single-cell RNA-seq data using regularized negative binomial regression

Convolutional neural networks: an overview and application in radiology

A systematic study of the class imbalance problem in convolutional neural networks

Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure

Applications of machine learning in materials science: From a methodological point of view