Comment Weighting of ensembles (Score 2, Funny) 58
One of the difficulties of ensemble development is weighting the logic that is being develeped. For instance, one of the problems we deal with at my job is matching incoming text to it's cleaned value. We have a list of approved words ['happy', 'sad', 'angry', 'sleepy'], and a text input of 'hap'. We need to determine which valid word 'hap' should match. Some rules I can think of for properly matching are:
1.)Length of input compared to cleaned word.
2.)Number of nonpositional letter matches.
3.)Number of positional letter matches.
Depending on how rules are weighted determines what the answer will be (either sad or happy). I know at my job this weighting process requires very careful politicking. :D
1.)Length of input compared to cleaned word.
2.)Number of nonpositional letter matches.
3.)Number of positional letter matches.
Depending on how rules are weighted determines what the answer will be (either sad or happy). I know at my job this weighting process requires very careful politicking.