Large Margin Intuition

Large Margin Intuition

SVM try to separate positive and negative examples with a margin as big as possible (C very large). This means it can change if there are outliers which is not always a good idea as seen above. We can reduce C to achieve black decision boundary

Resources:
- https://www.coursera.org/learn/machine-learning/lecture/wrjaS/large-margin-intuition