Multi-Layer Perceptron — Glossary

mlp

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Definition

A feed-forward neural network of stacked non-linear layers. Flexible on complex patterns but needs scaling, tuning, and more data than tree ensembles.

Examples

Two hidden layers learning non-linear biomass curves.

Related terms

Machine Learning Feature Scaling Overfitting