Two Stages of Regression and Classification Model in Neural Network

Provided by: International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE)
Topic: Data Management
Format: PDF
Machine learning is programming computers to optimize a performance criterion using example data or past experience. Solution change in time and solution need to be adapted to particular cases. Desirable features of a machine learning algorithm: simple solutions are appropriately favored over complicated ones. A class of learning methods that was developed separately in different fields statistics and artificial intelligence based on essentially identical models. The basic idea of the paper is to extract linear combinations of the inputs as derived features, and then model the target as a nonlinear function of these features.

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