I would recommend testing with OnlineLogisticRegression first. The AdaptiveLogisticRegression has a tendency to freeze on sub-optimal parameter values sooner than it should.
In any case, the averaging window for ALR should be set fairly long and should be at least 10% of your data set. If your dataset is small, I would recommend using OLR instead. On Fri, Dec 14, 2012 at 10:41 AM, Yang Zhou <[email protected]> wrote: > Hi, > > I try to train a AdaptiveLogisticRegression, but have no idea how large > windowSize should be when calling setInterval(int windowSize) and > setAveragingWindow(int windowSize) of AdaptiveLogisticRegression. Any > suggestion? Thanks! >
