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averaged-perceptron. 2.0.0 • Public • Published 6 months ago. Returns the perceptron, updating its weights with the respective values in features if label does not equal guess.Oct 03, 2014 · In this article we will look at supervised learning algorithm called Multi-Layer Perceptron (MLP) and implementation of single hidden layer MLP ###Perceptron A perceptron is a unit that computes a single output from multiple real-valued inputs by forming a linear combination according to its input weights and then possibly putting the output ... by the generalized algorithm that incorporates several subroutines and inner al-gorithms such that SimpleMKL [3], InitKernelMatrices etc.: Algorithm 1: Stepwise feature selection via kernel assembly scheme input : ordered list of features S of size m, training data X of size n×m, class labels Y of size n Perceptron Calculator