Man pages for ptl93/AEDA
Automated Exploratory Data Analysis
| createBasicReport | Creates a Basic Report Object |
| createCatSumReport | Creates a CatSum Report Object |
| createClusterReport | Creates a Cluster Report Object |
| createCorrReport | Creates a Correlation Report Object |
| createFAReport | Creates a FA Report Object |
| createMDSReport | Creates a MDS Report Object |
| createNumSumReport | Creates a NumSum Report Object |
| createPCAReport | Creates a PCA Report Object |
| fastReport | Creates a full report for OpenML data sets |
| finishReport | Creates the main Report with childs |
| getCatSum | Computes the components and plots for the Categorial Summary |
| getClusterAnalysis | Computes the components and plots for the Cluster Analysis |
| getDataType | Get Data Types from a data.frame. |
| getEps | Computes a suitable eps value for DBScan |
| getMDSAnalysis | Computes the multidimensional scaling and plots |
| getNumSum | Computes the components and plots for the Numeric Summary |
| makeBasicReportTask | Creates a ReportTask Object |
| makeCatSum | Calculates a Categorical Summary |
| makeCatSumTask | Creates a CategoricalSummaryTask Object (for factor, ordered... |
| makeClusterAnalysis | Calculates a Cluster Analysis |
| makeClusterTask | Creates a ClusterTask Object |
| makeCorr | Calculates the Correlation Matrix |
| makeCorrTask | Creates a CorrTask Objects |
| makeFA | Calculates a Factor Analysis |
| makeFATask | Creates a Factor Analysis Task Object for numeric data |
| makeMDSAnalysis | Calculates a Multidimensional Scaling |
| makeMDSTask | Creates a Multi Dimensional Scaling Task Object |
| makeNumSum | Calculates a Numeric Summary |
| makeNumSumTask | Creates a NumericSummaryTask Object (for numeric and integer... |
| makePCA | Calculates the PCA |
| makePCATask | Creates a PCATask Object |
| makeReport | Creates a report object |
| makeReport.BasicReportTask | Creates a BasicReport Object [WIP] |
| makeReport.CatSumObj | Creates an Categorical Summary Report object |
| makeReport.ClusterAnalysisObj | Creates an Cluster Analysis Report object |
| makeReport.CorrObj | Creates an Correlation Report object |
| makeReport.FAObj | Creates an Factor Analysis Report Object |
| makeReport.MDSAnalysisObj | Creates an Multidimensional Scaling Report Object |
| makeReport.NumSumObj | Creates an Numeric Summary Report object |
| makeReport.PCAObj | Creates an PCA Report object |
| multiplot | Multiplot for ggplot |
| multiplotPages | Wrapper for multiplot |
| naSummary | Giving a NA summary and an image of a data with missing... |
| openMLReport | Creates a full report for OpenML data sets |
| plotBar | Creates a bar plot of a categorical (discrete) feature. |
| plotDens | Creates a density plot for one/ all numerical features(s) of... |
| plotFeatDistr | Plots univariate distribution of a feature. |
| plotHist | Creates a histogram plot for one/ all numerical features(s)... |
| writeReport | Writes a rmd file Report [WIP] |
| writeReport.BasicReport | Writes a rmd file for the Basic Report [WIP] |
| writeReport.CatSumReport | Writes a rmd file for the Categorical Summary Report [WIP] |
| writeReport.ClusterAnalysisReport | Writes a rmd file for the ClusterAnalysis Report [WIP] |
| writeReport.CorrReport | Writes a rmd file for the report [WIP] |
| writeReport.FAReport | Writes a rmd file for the Factor Analysis Report [WIP] |
| writeReport.MDSAnalysisReport | Writes a rmd file for the Multidimensional Scaling Report... |
| writeReport.NumSumReport | Writes a rmd file for the Numeric Summary Report [WIP] |
| writeReport.PCAReport | Writes a rmd file for the report [WIP] |
