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What is hinge loss?f(x)=WT*Xi+ba.L=(y-f(x))²b.L=y-f(x)c.L=|y-f(x)|d.L=max(0,1-y*f(x)) |
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Answer» Answer: Often in MACHINE Learning we come across loss functions. For someone like me coming from a non CS background, it was difficult for me to explore the mathematical concepts behind the loss functions and implementing the same in my models. So here, I will try to EXPLAIN in the simplest of terms what a loss function is and how it helps in optimising our models. I will CONSIDER CLASSIFICATION examples only as it is EASIER to understand, but the concepts can be applied across all techniques. |
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