Archives for Forward selection

16 Dec

Hinton’s Forward Forward Algorithm is the New Way Ahead for Neural Networks

Poulomi Chatterjee Backpropagation in Neural Networks

Hinton’s experiments found that the FF algorithm had a 1.4 percent test error rate on the MNIST dataset which is just as effective as backpropagation and the two are comparable on the CIFAR-10 dataset

The post Hinton’s Forward Forward Algorithm is the New Way Ahead for Neural Networks appeared first on Analytics India Magazine.

16 Apr

A complete guide to Incremental forward stagewise regression

Sourabh Mehta Backward elimination

The Incremental Forward Stagewise algorithm is a type of boosting algorithm for the linear regression problem. It uses a forward selection and backwards elimination algorithm to eliminate those features which are not useful in the learning process with this strategy it builds a simple and efficient algorithm based on linear regression