Performance Evaluation of Machine Learning Algorithms in Handwritten Digits Recognition

• Published in: 2019 1st International Conference on Smart Systems and Data Science (ICSSD) pp. 1 - 6
• Main Authors: HAMIDA, Soufiane, CHERRADI, Bouchaib, RAIHANI, Abdelhadi, OUAJJI, Hassan
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2019
• Subjects: Classification algorithms; Decision tree; Decision trees; deep neural network; evaluation; Feature extraction; Handwriting recognition; kNN; Machine learning; Machine learning algorithms; pattern recognition; Support vector machines; SVM

The recognition of handwritten characters has always been a very difficult task because of the many variations of handwritten characters with different writing styles. This type of intelligent systems is applied in various fields: check processing, processing of forms, automatic processing of handwr...