2026. Comparative Evaluation of Machine Learning Techniques for Handwritten Digit Classification Using the MNIST Dataset. AlKadhim Journal for Computer Science . 4, 2 (Jun. 2026), 58–67. DOI:https://doi.org/10.61710/2t8bpy67.