Support Vector Machine, Support Vector Regression, Support Vector Classifier, Support Vectors, Machine Learning.
increases and if ‘C’ decreases, then underfitting increases. For large values of ‘C’, the optimization will choose a smaller-margin hyper-plane if that hyper-plane does a better job of getting all the training points classified correctly. Conversely, a very small value of ‘C’ will cause the