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than overestimates. 9. Root Mean Squared Logarithmic Error (RMSLE) The root mean squared logarithmic error is determined by applying log to the actual and predicted numbers and then subtracting them. RMSLE is resistant to outliers when both minor and large errors are considered The loss function is