The Three Edge Case Culprits: Bias, Variance, and Unpredictability

Edge situations occur for 3 major causes: Bias – the ML system is just too ‘straightforward’; Variance – the ML system is just too ‘inexperienced’; Unpredictability – the ML system operates in an environment stuffed with surprises. How will we acknowledge these edge situations situations, and what can we do about them?