Bias-Variance Trade-off is usually used to explain accuracy v.s. overfitting tradeoff. However, it is not rigorous and difficult to correlate overfitting with variance. Here is my version of explaining this. Of course, there is not much innovation here and many people could have thought in the same way. Assume there…