I have a question that falls within the following area:
Course = AI and Machine Learning Professional
Module= Machine Learning Specialist
Lession = Lesson 5 Support Vector Machines
Subsection = Improving the SVM model
Video time = 21-second mark
In the video, the narrator mentions that fact that there is no iterating the SVM model. The statistician may make changes to the hyperparameters, but the model in completely determined and that there is not a sequence of models (that statement is vague and probably why I'm asking this question.).
After running the SVM node, under the Assessment tab and looking at the Output table, the reader will notice that there is a report on the number of iterations used to build the model.
My question is "Does the number of iteration pertain to the number of steps that were required to find a solution to the minimization problem that must be solved to identify H, where H = {<w,x> + b = 0}?