Do you know an example that makes feature selection using a perceptron, maybe an implementation on matlab…
Share
Sign Up to our social questions and Answers Engine to ask questions, answer people’s questions, and connect with other people.
Login to our social questions & Answers Engine to ask questions answer people’s questions & connect with other people.
Lost your password? Please enter your email address. You will receive a link and will create a new password via email.
Please briefly explain why you feel this question should be reported.
Please briefly explain why you feel this answer should be reported.
Please briefly explain why you feel this user should be reported.
Do you know an example that makes feature selection using a perceptron, maybe an implementation on matlab…
The perceptron is a binary linear classifier, that is, it can classify n-dimensional data that look like this:
but not like this:
into two distinct categories. Just like any other neural network, it first needs to be trained on a training set, and then only it can be used to classify new data points.
The perceptron can therefore be applied to classify any linearly separable dataset. A Matlab implementation is available in the Neural Network toolbox (see the documentation). An excellent toolbox for pattern recognition in general, with excellent classifiers, is PRTools, which is kind of the open source variant of the commercial toolbox PRSD Studio.