The MCFS-ID Algorithm for Feature Selection and Interdependency
Discovery
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Documentation for package ‘rmcfs’ version 1.3.5
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| artificial.data | Creates artificial dataset |
| build.idgraph | Constructs interdependencies graph |
| export.plots | Exports MCFS-ID result plots |
| export.result | Saves MCFS-ID result into set csv files |
| fix.data | Fixes input data values, column names and attributes types |
| import.result | Reads csv result files produced by the MCFS-ID Java module |
| mcfs | MCFS-ID (Monte Carlo Feature Selection and Interdependency Discovery) |
| plot.idgraph | Plots interdependencies graph |
| plot.mcfs | Plots various MCFS result components |
| print.mcfs | Prints mcfs result |
| prune.data | Filters input data |
| read.adh | Reads data from ADH |
| read.adx | Reads data from ADX |
| showme | Basic data information |
| write.adh | Writes data to ADH |
| write.adx | Writes data to ADX |
| write.arff | Writes data to ARFF |