Generator of Semi-Artificial Data
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Documentation for package ‘semiArtificial’ version 2.4.1
Help Pages
| semiArtificial-package | Generation and evaluation of semi-artificial data |
| cleanData | Rejection of new instances based on their distance to existing instances |
| dataSimilarity | Evaluate statistical similarity of two data sets |
| dsClustCompare | Evaluate clustering similarity of two data sets |
| indAttrGen | A data generator based on forest |
| newdata | Generate semi-artificial data using a generator |
| newdata.RBFgenerator | Generate semi-artificial data using a generator |
| newdata.TreeEnsemble | Generate semi-artificial data using a generator |
| performanceCompare | Evaluate similarity of two data sets based on predictive performance |
| rbfDataGen | A data generator based on RBF network |
| semiArtificial | Generation and evaluation of semi-artificial data |
| treeEnsemble | A data generator based on forest |