Ayaz Ahmed Faridi

Comparative Analysis of Machine Learning Algorithms for Dermoscopic Skin Lesion Recognition

Bhagyashri S. Sonune & Ayaz Ahmed Faridi · Advances in Research · 2026

Automated classification of dermoscopic skin lesions can support computer-aided diagnosis, but performance depends on both the classifier and the image representation. This study compares six classical machine-learning algorithms—KNN, SVM-RBF, SVM-Linear, LR, RF, and XGBoost—for...