There is a polynomial term for the negative inputs and no exponential terms in the PolyLU that reduce the computational complexity of the network. Compared to those common activation functions like ...

In this paper, we study permutation polynomials over the finite fields that have linear structures. We present some results on such a permutation which transforms a hyperplane to another hyperplane.

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...

random-forest decision-trees datavisualization linearregression simple-linear-regression logisticregression datapreprocessing datamanipulation multiple-logistic-regression simple-logistic-regression ...

The objectives of this work were to predict soil properties using pXRF data, comparing stepwise multiple linear regression (SMLR) and random forest (RF) methods, as well as mapping and validating soil ...