| [5] | 1 | % PR Extra repository |
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| 2 | % Version 0.3 6-Jan-2005 |
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| 3 | % |
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| 4 | %Data generation |
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| 5 | %--------------- |
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| 6 | %genriver Generate 'bending river'-like 2D test data |
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| 7 | %gendati Generate random image windows |
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| 8 | % |
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| 9 | %Mappings |
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| 10 | %-------- |
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| 11 | %unitm Fixed unit mapping |
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| 12 | %unittm Trainable unit mapping |
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| 13 | % |
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| 14 | %Classifiers |
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| 15 | %----------- |
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| 16 | %incsvc Incremental support vector classifier |
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| 17 | %gatem Gateway mapping |
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| 18 | %emparzenc EM Parzen Classifier for semi-supervised learning |
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| 19 | %emc EM algorithm for semi-supervised learning |
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| 20 | %linprogc Linear Program Classifier (includes sparse solutions) |
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| 21 | %fsellpc Low level routine for linprogc |
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| 22 | %lessc Least Error in Sparse Subspaces classifier (David Tax) |
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| 23 | %adaboostc Adaboost classifier |
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| 24 | %rbsvc Automatic radial basis SVC |
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| [9] | 25 | %kannc Fast k-nn classifier for large datasets by annquery |
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| [23] | 26 | %dectreec Decision tree (fast, because it's using compiled code) |
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| 27 | %randomforestc Random Forest (fast, because it's using compiled code) |
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| [5] | 28 | % |
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| 29 | %auc error under the curve estimator |
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| 30 | % |
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| [9] | 31 | %Clusteranalysis |
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| 32 | %--------------- |
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| 33 | %modeclust Mode seeking clustering for large datasets by annquery |
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| 34 | % |
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| [5] | 35 | %Image manipulation |
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| 36 | %------------------ |
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| 37 | %impaint Create and paint an label overlay on an image |
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| 38 | %impatch Create and change a polygon label overlay on an image |
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| 39 | %neighbh Compute the indices of neighboring pixels |
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| 40 | % |
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| 41 | %Feature Selection |
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| 42 | %----------------- |
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| 43 | %featsel2 Pairwise feature selection |
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| 44 | % |
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| 45 | %ilab: user-defined named identifiers |
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| 46 | %------------------------------------ |
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| 47 | %enableilab enable named identifiers in a dataset (ilab) |
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| 48 | %isvalidilab validity check for named-identifier support in a dataset |
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| 49 | %getilablist retrieve list of named identifiers |
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| 50 | %addilab add named identifier to a dataset |
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| 51 | %getilab retrieve identifier values given identifier names or indices |
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| 52 | %setilab set the values for the per-example named-identifiers in a dataset |
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| 53 | %removeilab remove named identifier columns |
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| 54 | % |
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| 55 | % |
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| 56 | %meta: named meta data in the dataset user field |
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| 57 | %----------------------------------------------- |
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| 58 | %enablemeta enable the storage of key-value pairs in a user field |
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| 59 | %getmeta retrieve metadata in a dataset by key names |
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| 60 | %setmeta add/update key-value pair(s) to a dataset |
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| 61 | %removemeta remove key-value pairs |
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| 62 | |
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