public BaseArguments(IidChangePointDetector transform)
{
Source = transform.InputColumnName;
Name = transform.OutputColumnName;
Side = AnomalySide.TwoSided;
WindowSize = transform.WindowSize;
Martingale = transform.Martingale;
PowerMartingaleEpsilon = transform.PowerMartingaleEpsilon;
AlertOn = AlertingScore.MartingaleScore;
AlertThreshold = transform.AlertThreshold;
}
public static CommonOutputs.TransformOutput IidChangePointDetector(IHostEnvironment env, IidChangePointDetector.Arguments input)
{
var h = EntryPointUtils.CheckArgsAndCreateHost(env, "IidChangePointDetector", input);
var view = new IidChangePointDetector(h, input, input.Data);
return(new CommonOutputs.TransformOutput()
{
Model = new TransformModel(h, view, input.Data),
OutputData = view
});
}
private IidChangePointDetector(IHostEnvironment env, IidChangePointDetector transform)
: base(new BaseArguments(transform), LoaderSignature, env)
{
}
private IidChangePointDetector(IHostEnvironment env, IidChangePointDetector transform, IDataView newSource)
: base(new BaseArguments(transform), LoaderSignature, env, newSource)
{
}
