Support Vector Machine, Svm, Svm Algorithm, Svm Classifier, Machine Learning.
Regularization parameter : The regularization parameter (C) in SVM is a hyperparameter. It controls the trade-off between allowing the model to classify training points accurately and creating a smooth decision boundary. A smaller value of C leads to a wider margin and potentially more