Quality Measurements for Dimensionality Reduction
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Documentation for package ‘DRquality’ version 0.2.1
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| ClassificationError | Classification Error (rate) |
| Cmeasure | C-Measure subtypes |
| GabrielClassificationError | Gabriel Classification Error (GCE) |
| KendallsTau | Statistical correlation by Kendall |
| MeasureTandD | Trustworthiness and Discontinuity. |
| plotMeasureRAAR | Computes Rescaled Average Agreement Rate |
| plotMeasureTandD | Computes rank-based smoothed precision and recall |
| PrecisionAndRecall | Precision and Recall. |
| RAAR | Rescaled average agreement rate |
| SpearmanError | Calculates the error of a projection with spearman's rank correlation coefficient. |
| SpearmansRho | Calculates the error of a projection with spearman's rank correlation coefficient |
| TopologicalCorrelation | Topological Correlation |
| ZrehenMeasure4All | ZrehenMeasure4All |