Publications in official statistics often involve estimates by domain. It is important to account for the effect of misclassifications between domains on the accuracy of these statistics. In this ...

Dr. James McCaffrey from Microsoft Research presents a C# program that illustrates using the AdaBoost algorithm to perform binary classification for spam detection. Compared to other classification ...

Objective Organ damage is a key determinant of poor prognosis and increased mortality in systemic lupus erythematosus (SLE).

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 ...

Motion sickness is a major barrier to passenger comfort, particularly during nighttime journeys when visual cues are limited.