January 01, 2024 book-chapter Open access Overfitting, Underfitting and General Model Overconfidence and Under-Performance Pitfalls and Best Practices in Machine Learning and AI Health informatics DOI: 10.1007/978-3-031-39355-6_10 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 1 stored of 200 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Are extensive simulation studies always necessary? A critical overview 2026 Statistical Methods & Applications article Decision Sciences Simulation Techniques and Applications Open access 0 citations 1 result References 0