private double NormalizedErrorObsNormed(PatternFeature feature, double modelValue) {
/*
* the w here is manual weight assigned in JSON. only for special cases!! like 3-000 to get D.ASP.
* shouldn't be confused with dynamic W calculated in spikepatternclassifier
* Typically, w is 0 in JSON, so that this manual weight is ignored!
*/
double w = feature.getWeight();
if (GeneralUtils.isCloseEnough(w, 0, 0.001)) {
w = 1;
}
if (feature.isRange()) {
return w
* StatUtil.calculateObsNormalizedError(
feature.getValueMin(), feature.getValueMax(), modelValue);
} else {
return w * StatUtil.calculateObsNormalizedError(feature.getValue(), modelValue);
}
}
