Proposals:Refactoring Statistics Framework 2007 Miscellaneous: Difference between revisions
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== CovarianceCalculator == | == CovarianceCalculator == | ||
* Known Mean versus estimated mean (incorrect equation: N versus N-1) | * Known Mean versus estimated mean (incorrect equation: N versus N-1) | ||
== | == Distance Metric == | ||
* Room to expand to other metrics (1_1, 1_inf, Mahalanobis | * Room to expand to other metrics (1_1, 1_inf, Mahalanobis) | ||
== Distance To Centroid Membership Function == | |||
* Why is 1_2 distance hard coded ? as opposed to using a distance metric ? | |||
* Title centroid is unnecessarily narrow | |||
* Why not a generic Distance Membership Function where metrics are plugged in ? | |||
== Distances == | |||
* itkEuclideanDistance | |||
* itkMahalanobisDistanceMembershipFunction | |||
== ImageToCoocurrenceListAdaptor == | |||
* This is not really an adaptor, it generates new data. | |||
* Should it be called Generator ? or Filter ? | |||
== ListSampleBase == | |||
* Very lightweight, probably unnecessary | |||
* Only provides a Search() method, and this method probably shouldn't be there | |||
== NeighborhoodSampler == | |||
* Sample with spherical (1_2_ neighborhood) | |||
* Allow other metrics ? | |||
== SampleAlgorithmBase == | |||
* Very lightweight, no obvious benefit | |||
* Is it a candidate for deprecation ? | |||
Revision as of 12:24, 3 April 2007
Miscellaneous Issues
Most of these issues were identified by Brad Davis.
CovarianceCalculator
- Known Mean versus estimated mean (incorrect equation: N versus N-1)
Distance Metric
- Room to expand to other metrics (1_1, 1_inf, Mahalanobis)
Distance To Centroid Membership Function
- Why is 1_2 distance hard coded ? as opposed to using a distance metric ?
- Title centroid is unnecessarily narrow
- Why not a generic Distance Membership Function where metrics are plugged in ?
Distances
- itkEuclideanDistance
- itkMahalanobisDistanceMembershipFunction
ImageToCoocurrenceListAdaptor
- This is not really an adaptor, it generates new data.
- Should it be called Generator ? or Filter ?
ListSampleBase
- Very lightweight, probably unnecessary
- Only provides a Search() method, and this method probably shouldn't be there
NeighborhoodSampler
- Sample with spherical (1_2_ neighborhood)
- Allow other metrics ?
SampleAlgorithmBase
- Very lightweight, no obvious benefit
- Is it a candidate for deprecation ?
