The differences between neural network binary classification and multinomial classification are surprisingly tricky. McCaffrey looks at two approaches to implement neural network binary classification ...

This is a preview. Log in through your library . Abstract We consider variable screening in high-dimensional binary classification. First, we propose nonparametric test statistics for the problem of ...

As the 2019 mushroom foraging season approaches it’s timely to combine my thirst for knowledge about low level machine learning (ML) with a popular pastime that we enjoy here where I live. Just for ...

Four new methods for classification of multivariate binary data are presented, based on an orthogonal expansion of the density in terms of discrete Fourier series. The performance of these methods in ...

International Non-Binary Day is observed annually on July 14. It’s a day to celebrate people who identify as non-binary and to raise awareness of what it means when your gender does not conform to ...