Using Arctan function to reduce possibilities of NaN values

Abstract Software implementation of Multivariate Logistic Regression can lead to NaN problem . This is primarily due to the fact that although Sigmoid, SoftMax and tan hyperbolic functions are bounded infinitely differentiable functions, their exponential nature makes them grow very quickly. Our study shows that a function involving arctan (or tan inverse), which is independent… Read More