Therefore, the MLP can be understood as a multi-layer processing model ... and the results indicated the existence of multicollinearity between them. Therefore, the LASSO regression algorithm was used ...

Regression algorithms are one of the most common and basic types of machine learning algorithms for market forecasting. They aim to find a mathematical function that can describe the relationship ...

This paper is a study for new constructive training algorithm for Multi Layer Perceptron (MLP) which is applied to face recognition application. An incremental training procedure was employed where ...

Which kind of algorithm works best (supervised, unsupervised, classification, regression, etc.) depends on the kind of problem you’re solving, the computing resources available, and the nature ...

The sample code below shows how to use the MLP regression to predict the (-1, +1) numerical output of the heart-scale sample from libsvm. The training data is loaded from a data frame connected to the ...