Comparison of three functors on similarity in DinamicaEGO
functor | inputs | outputs | Window size | Decay function |
---|---|---|---|---|
Calc Reciprocal Similarity Map
|
First map or simulated map,
second map or observed map |
Two reciprocal similarity maps,
mean similarities of similarity map |
Single window
|
Constant or exponential
|
Calc Similarity of Differences
|
Initial map,
simulated map, observed map |
Minimun similarity map of two reciprocal similarity maps,
minimum of mean similarities of two reciprocal similarity maps [**] |
Single window
|
Constant or exponential
|
Calc Multi Window Similarity of Differences
|
Initial map,
simulated map, observed map |
Minimun of mean similarities of two reciprocal similarity maps [**],
maximum of mean similarities of two reciprocal similarity maps |
Multi windows
|
Constant
|
Note that the items of [**] would return same result for a specific window size.
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