Support Vector Machine, Svm, Svm Algorithm, Svm Classifier, Machine Learning.
the seed for the random number generator when splitting the data into training and testing sets or when initializing certain random components of the SVM model. Setting a random state ensures that the splits or random initialization can be reproduced, providing consistent results for comparison or