Novelty and outlier detection is (yet another) large, exciting and growing use for machine learning. As usual with machine learning, the problem is not one of coding, but rather of massaging the data ...

Example 21.3: Outlier Detection and Removal PROC X11 can be used to detect and replace outliers in the irregular component of a monthly or quarterly series. The weighting scheme used in measuring the ...