What is the meaning of “maximum margin hyperplanes”?

Topic 1: Techniques for Predictive Modeling
1. What is the so-called “black-box” syndrome? Techniques for Predictive Modeling.
2. What is the meaning of “maximum margin hyperplanes”? Why are they
important in SVM?
3. Why is it important to be able to explain an ANN’s model structure?
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