R Under development (unstable) (2026-01-10 r89298 ucrt) -- "Unsuffered Consequences" Copyright (C) 2026 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > library(testthat) > library(fcaR) > > test_check("fcaR") An empty set of concepts. \begin{longtable*}{lll} 1: &$\left(\,\left\{\mathrm{O1}, \mathrm{O2}, \mathrm{O3}, \mathrm{O4}, \mathrm{O5}, \mathrm{O6}\right\},\right.$&$\left.\ensuremath{\varnothing}\,\right)$\\ 2: &$\left(\,\left\{\mathrm{O2}, \mathrm{O3}, \mathrm{O6}\right\},\right.$&$\left.\left\{\el{\mathrm{P1}}{0.5}, \el{\mathrm{P2}}{0.5}\right\}\,\right)$\\ 3: &$\left(\,\left\{\mathrm{O2}, \el{\mathrm{O3}}{0.5}, \el{\mathrm{O6}}{0.5}\right\},\right.$&$\left.\left\{\mathrm{P1}, \mathrm{P2}\right\}\,\right)$\\ 4: &$\left(\,\left\{\mathrm{O1}, \mathrm{O2}, \mathrm{O5}\right\},\right.$&$\left.\left\{\el{\mathrm{P3}}{0.5}\right\}\,\right)$\\ 5: &$\left(\,\left\{\el{\mathrm{O1}}{0.5}, \mathrm{O2}, \mathrm{O5}\right\},\right.$&$\left.\left\{\mathrm{P3}\right\}\,\right)$\\ 6: &$\left(\,\left\{\mathrm{O1}, \mathrm{O4}, \mathrm{O5}\right\},\right.$&$\left.\left\{\el{\mathrm{P4}}{0.5}\right\}\,\right)$\\ 7: &$\left(\,\left\{\el{\mathrm{O1}}{0.5}, \mathrm{O4}, \el{\mathrm{O5}}{0.5}\right\},\right.$&$\left.\left\{\mathrm{P4}\right\}\,\right)$\\ 8: &$\left(\,\left\{\mathrm{O3}, \mathrm{O6}\right\},\right.$&$\left.\left\{\el{\mathrm{P1}}{0.5}, \el{\mathrm{P2}}{0.5}, \mathrm{P6}\right\}\,\right)$\\ 9: &$\left(\,\left\{\mathrm{O2}\right\},\right.$&$\left.\left\{\mathrm{P1}, \mathrm{P2}, \mathrm{P3}\right\}\,\right)$\\ 10: &$\left(\,\left\{\el{\mathrm{O3}}{0.5}, \el{\mathrm{O6}}{0.5}\right\},\right.$&$\left.\left\{\mathrm{P1}, \mathrm{P2}, \mathrm{P6}\right\}\,\right)$\\ 11: &$\left(\,\left\{\mathrm{O1}, \mathrm{O5}\right\},\right.$&$\left.\left\{\el{\mathrm{P3}}{0.5}, \el{\mathrm{P4}}{0.5}\right\}\,\right)$\\ 12: &$\left(\,\left\{\mathrm{O1}\right\},\right.$&$\left.\left\{\el{\mathrm{P3}}{0.5}, \el{\mathrm{P4}}{0.5}, \mathrm{P5}\right\}\,\right)$\\ 13: &$\left(\,\left\{\el{\mathrm{O1}}{0.5}, \mathrm{O5}\right\},\right.$&$\left.\left\{\mathrm{P3}, \el{\mathrm{P4}}{0.5}\right\}\,\right)$\\ 14: &$\left(\,\left\{\el{\mathrm{O1}}{0.5}, \el{\mathrm{O5}}{0.5}\right\},\right.$&$\left.\left\{\mathrm{P3}, \mathrm{P4}\right\}\,\right)$\\ 15: &$\left(\,\left\{\el{\mathrm{O1}}{0.5}\right\},\right.$&$\left.\left\{\mathrm{P3}, \mathrm{P4}, \mathrm{P5}\right\}\,\right)$\\ 16: &$\left(\,\left\{\mathrm{O1}, \mathrm{O4}\right\},\right.$&$\left.\left\{\el{\mathrm{P4}}{0.5}, \el{\mathrm{P5}}{0.5}\right\}\,\right)$\\ 17: &$\left(\,\left\{\mathrm{O1}, \el{\mathrm{O4}}{0.5}\right\},\right.$&$\left.\left\{\el{\mathrm{P4}}{0.5}, \mathrm{P5}\right\}\,\right)$\\ 18: &$\left(\,\left\{\el{\mathrm{O1}}{0.5}, \mathrm{O4}\right\},\right.$&$\left.\left\{\mathrm{P4}, \el{\mathrm{P5}}{0.5}\right\}\,\right)$\\ 19: &$\left(\,\left\{\el{\mathrm{O1}}{0.5}, \el{\mathrm{O4}}{0.5}\right\},\right.$&$\left.\left\{\mathrm{P4}, \mathrm{P5}\right\}\,\right)$\\ 20: &$\left(\,\ensuremath{\varnothing},\right.$&$\left.\left\{\mathrm{P1}, \mathrm{P2}, \mathrm{P3}, \mathrm{P4}, \mathrm{P5}, \mathrm{P6}\right\}\,\right)$\\ \end{longtable*} \begin{longtable*}{l} $\left(\,\left\{\mathrm{O1}, \mathrm{O2}, \mathrm{O3}, \mathrm{O4}, \mathrm{O5}, \mathrm{O6}\right\},\right.$\,$\left.\ensuremath{\varnothing}\,\right)$\\ $\left(\,\left\{\mathrm{O2}, \mathrm{O3}, \mathrm{O6}\right\},\right.$\,$\left.\left\{\el{\mathrm{P1}}{0.5}, \el{\mathrm{P2}}{0.5}\right\}\,\right)$\\ $\left(\,\left\{\mathrm{O2}, \el{\mathrm{O3}}{0.5}, \el{\mathrm{O6}}{0.5}\right\},\right.$\,$\left.\left\{\mathrm{P1}, \mathrm{P2}\right\}\,\right)$\\ $\left(\,\left\{\mathrm{O1}, \mathrm{O2}, \mathrm{O5}\right\},\right.$\,$\left.\left\{\el{\mathrm{P3}}{0.5}\right\}\,\right)$\\ $\left(\,\left\{\el{\mathrm{O1}}{0.5}, \mathrm{O2}, \mathrm{O5}\right\},\right.$\,$\left.\left\{\mathrm{P3}\right\}\,\right)$\\ $\left(\,\left\{\mathrm{O1}, \mathrm{O4}, \mathrm{O5}\right\},\right.$\,$\left.\left\{\el{\mathrm{P4}}{0.5}\right\}\,\right)$\\ $\left(\,\left\{\el{\mathrm{O1}}{0.5}, \mathrm{O4}, \el{\mathrm{O5}}{0.5}\right\},\right.$\,$\left.\left\{\mathrm{P4}\right\}\,\right)$\\ $\left(\,\left\{\mathrm{O3}, \mathrm{O6}\right\},\right.$\,$\left.\left\{\el{\mathrm{P1}}{0.5}, \el{\mathrm{P2}}{0.5}, \mathrm{P6}\right\}\,\right)$\\ $\left(\,\left\{\mathrm{O2}\right\},\right.$\,$\left.\left\{\mathrm{P1}, \mathrm{P2}, \mathrm{P3}\right\}\,\right)$\\ $\left(\,\left\{\el{\mathrm{O3}}{0.5}, \el{\mathrm{O6}}{0.5}\right\},\right.$\,$\left.\left\{\mathrm{P1}, \mathrm{P2}, \mathrm{P6}\right\}\,\right)$\\ $\left(\,\left\{\mathrm{O1}, \mathrm{O5}\right\},\right.$\,$\left.\left\{\el{\mathrm{P3}}{0.5}, \el{\mathrm{P4}}{0.5}\right\}\,\right)$\\ $\left(\,\left\{\mathrm{O1}\right\},\right.$\,$\left.\left\{\el{\mathrm{P3}}{0.5}, \el{\mathrm{P4}}{0.5}, \mathrm{P5}\right\}\,\right)$\\ $\left(\,\left\{\el{\mathrm{O1}}{0.5}, \mathrm{O5}\right\},\right.$\,$\left.\left\{\mathrm{P3}, \el{\mathrm{P4}}{0.5}\right\}\,\right)$\\ $\left(\,\left\{\el{\mathrm{O1}}{0.5}, \el{\mathrm{O5}}{0.5}\right\},\right.$\,$\left.\left\{\mathrm{P3}, \mathrm{P4}\right\}\,\right)$\\ $\left(\,\left\{\el{\mathrm{O1}}{0.5}\right\},\right.$\,$\left.\left\{\mathrm{P3}, \mathrm{P4}, \mathrm{P5}\right\}\,\right)$\\ $\left(\,\left\{\mathrm{O1}, \mathrm{O4}\right\},\right.$\,$\left.\left\{\el{\mathrm{P4}}{0.5}, \el{\mathrm{P5}}{0.5}\right\}\,\right)$\\ $\left(\,\left\{\mathrm{O1}, \el{\mathrm{O4}}{0.5}\right\},\right.$\,$\left.\left\{\el{\mathrm{P4}}{0.5}, \mathrm{P5}\right\}\,\right)$\\ $\left(\,\left\{\el{\mathrm{O1}}{0.5}, \mathrm{O4}\right\},\right.$\,$\left.\left\{\mathrm{P4}, \el{\mathrm{P5}}{0.5}\right\}\,\right)$\\ $\left(\,\left\{\el{\mathrm{O1}}{0.5}, \el{\mathrm{O4}}{0.5}\right\},\right.$\,$\left.\left\{\mathrm{P4}, \mathrm{P5}\right\}\,\right)$\\ $\left(\,\ensuremath{\varnothing},\right.$\,$\left.\left\{\mathrm{P1}, \mathrm{P2}, \mathrm{P3}, \mathrm{P4}, \mathrm{P5}, \mathrm{P6}\right\}\,\right)$\\ \end{longtable*} \begin{longtable*}{llllll} 1: &$\left(\,\left\{\mathrm{O1}, \mathrm{O2}, \mathrm{O3}, \mathrm{O4}, \mathrm{O5}, \mathrm{O6}\right\},\right.$&$\left.\ensuremath{\varnothing}\,\right)$ & 11: &$\left(\,\left\{\mathrm{O1}, \mathrm{O5}\right\},\right.$&$\left.\left\{\el{\mathrm{P3}}{0.5}, \el{\mathrm{P4}}{0.5}\right\}\,\right)$\\ 2: &$\left(\,\left\{\mathrm{O2}, \mathrm{O3}, \mathrm{O6}\right\},\right.$&$\left.\left\{\el{\mathrm{P1}}{0.5}, \el{\mathrm{P2}}{0.5}\right\}\,\right)$ & 12: &$\left(\,\left\{\mathrm{O1}\right\},\right.$&$\left.\left\{\el{\mathrm{P3}}{0.5}, \el{\mathrm{P4}}{0.5}, \mathrm{P5}\right\}\,\right)$\\ 3: &$\left(\,\left\{\mathrm{O2}, \el{\mathrm{O3}}{0.5}, \el{\mathrm{O6}}{0.5}\right\},\right.$&$\left.\left\{\mathrm{P1}, \mathrm{P2}\right\}\,\right)$ & 13: &$\left(\,\left\{\el{\mathrm{O1}}{0.5}, \mathrm{O5}\right\},\right.$&$\left.\left\{\mathrm{P3}, \el{\mathrm{P4}}{0.5}\right\}\,\right)$\\ 4: &$\left(\,\left\{\mathrm{O1}, \mathrm{O2}, \mathrm{O5}\right\},\right.$&$\left.\left\{\el{\mathrm{P3}}{0.5}\right\}\,\right)$ & 14: &$\left(\,\left\{\el{\mathrm{O1}}{0.5}, \el{\mathrm{O5}}{0.5}\right\},\right.$&$\left.\left\{\mathrm{P3}, \mathrm{P4}\right\}\,\right)$\\ 5: &$\left(\,\left\{\el{\mathrm{O1}}{0.5}, \mathrm{O2}, \mathrm{O5}\right\},\right.$&$\left.\left\{\mathrm{P3}\right\}\,\right)$ & 15: &$\left(\,\left\{\el{\mathrm{O1}}{0.5}\right\},\right.$&$\left.\left\{\mathrm{P3}, \mathrm{P4}, \mathrm{P5}\right\}\,\right)$\\ 6: &$\left(\,\left\{\mathrm{O1}, \mathrm{O4}, \mathrm{O5}\right\},\right.$&$\left.\left\{\el{\mathrm{P4}}{0.5}\right\}\,\right)$ & 16: &$\left(\,\left\{\mathrm{O1}, \mathrm{O4}\right\},\right.$&$\left.\left\{\el{\mathrm{P4}}{0.5}, \el{\mathrm{P5}}{0.5}\right\}\,\right)$\\ 7: &$\left(\,\left\{\el{\mathrm{O1}}{0.5}, \mathrm{O4}, \el{\mathrm{O5}}{0.5}\right\},\right.$&$\left.\left\{\mathrm{P4}\right\}\,\right)$ & 17: &$\left(\,\left\{\mathrm{O1}, \el{\mathrm{O4}}{0.5}\right\},\right.$&$\left.\left\{\el{\mathrm{P4}}{0.5}, \mathrm{P5}\right\}\,\right)$\\ 8: &$\left(\,\left\{\mathrm{O3}, \mathrm{O6}\right\},\right.$&$\left.\left\{\el{\mathrm{P1}}{0.5}, \el{\mathrm{P2}}{0.5}, \mathrm{P6}\right\}\,\right)$ & 18: &$\left(\,\left\{\el{\mathrm{O1}}{0.5}, \mathrm{O4}\right\},\right.$&$\left.\left\{\mathrm{P4}, \el{\mathrm{P5}}{0.5}\right\}\,\right)$\\ 9: &$\left(\,\left\{\mathrm{O2}\right\},\right.$&$\left.\left\{\mathrm{P1}, \mathrm{P2}, \mathrm{P3}\right\}\,\right)$ & 19: &$\left(\,\left\{\el{\mathrm{O1}}{0.5}, \el{\mathrm{O4}}{0.5}\right\},\right.$&$\left.\left\{\mathrm{P4}, \mathrm{P5}\right\}\,\right)$\\ 10: &$\left(\,\left\{\el{\mathrm{O3}}{0.5}, \el{\mathrm{O6}}{0.5}\right\},\right.$&$\left.\left\{\mathrm{P1}, \mathrm{P2}, \mathrm{P6}\right\}\,\right)$ & 20: &$\left(\,\ensuremath{\varnothing},\right.$&$\left.\left\{\mathrm{P1}, \mathrm{P2}, \mathrm{P3}, \mathrm{P4}, \mathrm{P5}, \mathrm{P6}\right\}\,\right)$\\ \end{longtable*} \begin{longtable*}{lll} 1: &$\left(\,\left\{\mathrm{O2}, \mathrm{O3}, \mathrm{O6}\right\},\right.$&$\left.\left\{\el{\mathrm{P1}}{0.5}, \el{\mathrm{P2}}{0.5}\right\}\,\right)$\\ \end{longtable*} \begin{longtable*}{lll} 1: &$\left(\,\left\{\mathrm{O1}, \mathrm{O2}, \mathrm{O3}, \mathrm{O4}, \mathrm{O5}, \mathrm{O6}\right\},\right.$&$\left.\ensuremath{\varnothing}\,\right)$\\ 2: &$\left(\,\left\{\mathrm{O2}, \mathrm{O3}, \mathrm{O6}\right\},\right.$&$\left.\left\{\el{\mathrm{P1}}{0.5}, \el{\mathrm{P2}}{0.5}\right\}\,\right)$\\ 3: &$\left(\,\left\{\mathrm{O2}, \el{\mathrm{O3}}{0.5}, \el{\mathrm{O6}}{0.5}\right\},\right.$&$\left.\left\{\mathrm{P1}, \mathrm{P2}\right\}\,\right)$\\ \end{longtable*} Apriori Parameter specification: confidence minval smax arem aval originalSupport maxtime support minlen 1 0.1 1 none FALSE TRUE 5 0.1 1 maxlen target ext 4 rules TRUE Algorithmic control: filter tree heap memopt load sort verbose 0.1 TRUE TRUE FALSE TRUE 2 TRUE Absolute minimum support count: 812 set item appearances ...[0 item(s)] done [0.00s]. set transactions ...[114 item(s), 8124 transaction(s)] done [0.01s]. sorting and recoding items ... [53 item(s)] done [0.00s]. creating transaction tree ... done [0.01s]. checking subsets of size 1 2 3 4 done [0.15s]. writing ... [20219 rule(s)] done [0.00s]. creating S4 object ... done [0.01s]. \begin{table} \caption{}\label{} \centering \begin{tabular}{r|cccccc} & $\mathrm{P1}$ & $\mathrm{P2}$ & $\mathrm{P3}$ & $\mathrm{P4}$ & $\mathrm{P5}$ & $\mathrm{P6}$\\ \hline $\mathrm{O1}$ & $0$ & $1$ & $0.5$ & $0.5$ & $1$ & $0$ \\ $\mathrm{O2}$ & $1$ & $1$ & $1$ & $0$ & $0$ & $0$ \\ $\mathrm{O3}$ & $0.5$ & $1$ & $0$ & $0$ & $0$ & $0$ \\ $\mathrm{O4}$ & $0$ & $1$ & $0$ & $1$ & $0.5$ & $0$ \\ $\mathrm{O5}$ & $0$ & $1$ & $1$ & $0.5$ & $0$ & $0$ \\ $\mathrm{O6}$ & $0.5$ & $1$ & $0$ & $0$ & $0$ & $0$ \end{tabular} \end{table}\begin{table} \caption{}\label{} \centering \begin{tabular}{r|cccccc} & $\mathrm{P1}$ & $\mathrm{P2}$ & $\mathrm{P3}$ & $\mathrm{P4}$ & $\mathrm{P5}$ & $\mathrm{P6}$\\ \hline $\mathrm{O1}$ & $0$ & $1$ & $\sfrac{1}{2}$ & $\sfrac{1}{2}$ & $1$ & $0$ \\ $\mathrm{O2}$ & $1$ & $1$ & $1$ & $0$ & $0$ & $0$ \\ $\mathrm{O3}$ & $\sfrac{1}{2}$ & $1$ & $0$ & $0$ & $0$ & $0$ \\ $\mathrm{O4}$ & $0$ & $1$ & $0$ & $1$ & $\sfrac{1}{2}$ & $0$ \\ $\mathrm{O5}$ & $0$ & $1$ & $1$ & $\sfrac{1}{2}$ & $0$ & $0$ \\ $\mathrm{O6}$ & $\sfrac{1}{2}$ & $1$ & $0$ & $0$ & $0$ & $0$ \end{tabular} \end{table}\begin{table} \caption{}\label{} \centering \begin{tabulary}{R|CCCCCCC} & $\mathrm{small}$ & $\mathrm{medium}$ & $\mathrm{large}$ & $\mathrm{near}$ & $\mathrm{far}$ & $\mathrm{moon}$ & $\mathrm{no\_moon}$\\ \hline $\mathrm{Mercury}$ & $\times$ & & & $\times$ & & & $\times$ \\ $\mathrm{Venus}$ & $\times$ & & & $\times$ & & & $\times$ \\ $\mathrm{Earth}$ & $\times$ & & & $\times$ & & $\times$ & \\ $\mathrm{Mars}$ & $\times$ & & & $\times$ & & $\times$ & \\ $\mathrm{Jupiter}$ & & & $\times$ & & $\times$ & $\times$ & \\ $\mathrm{Saturn}$ & & & $\times$ & & $\times$ & $\times$ & \\ $\mathrm{Uranus}$ & & $\times$ & & & $\times$ & $\times$ & \\ $\mathrm{Neptune}$ & & $\times$ & & & $\times$ & $\times$ & \\ $\mathrm{Pluto}$ & $\times$ & & & & $\times$ & $\times$ & \end{tabulary} \end{table}Added concept: {} Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: 10 Added concept: Added concept: Added concept: Added concept: Added concept: Finished. Added concept: {} Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Finished. Added concept: {} Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: 10 Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Added concept: Finished. FormalContext with 20 objects and 20 attributes. ATT_1 ATT_2 ATT_3 ATT_4 ATT_5 ATT_6 ATT_7 ATT_8 ATT_9 ATT_10 ATT_11 ATT_12 O1 X X X X X O2 X X X X X X O3 X X X X X X O4 X X X X X X X X O5 X X O6 X X X X O7 X X X X X X X O8 X X X X X X O9 X X X X X X O10 X X X X X X X X X Other attributes are: ATT_13, ATT_14, ATT_15, ATT_16, ATT_17, ATT_18, ... Apriori Parameter specification: confidence minval smax arem aval originalSupport maxtime support minlen 1 0.1 1 none FALSE TRUE 5 0.1 1 maxlen target ext 4 rules TRUE Algorithmic control: filter tree heap memopt load sort verbose 0.1 TRUE TRUE FALSE TRUE 2 TRUE Absolute minimum support count: 812 set item appearances ...[0 item(s)] done [0.00s]. set transactions ...[114 item(s), 8124 transaction(s)] done [0.01s]. sorting and recoding items ... [53 item(s)] done [0.00s]. creating transaction tree ... done [0.01s]. checking subsets of size 1 2 3 4 done [0.14s]. writing ... [20219 rule(s)] done [0.00s]. creating S4 object ... done [0.01s]. Implication set with 10 implications. Rule 1: {P6 [0.5]} -> {P1 [0.5], P2 [0.5], P6} Rule 2: {P5 [0.5]} -> {P4 [0.5]} Rule 3: {P3 [0.5], P4 [0.5], P5 [0.5]} -> {P2, P5} Rule 4: {P3 [0.5], P4} -> {P3} Rule 5: {P2 [0.5], P4 [0.5]} -> {P2, P3 [0.5], P5} Rule 6: {P2 [0.5], P3 [0.5]} -> {P2} Rule 7: {P2, P3, P4 [0.5], P5} -> {P4} Rule 8: {P1 [0.5], P4 [0.5]} -> {P1, P2, P3, P4, P5, P6} Rule 9: {P1 [0.5], P3 [0.5]} -> {P1, P2, P3} Rule 10: {P1 [0.5], P2} -> {P1} \begin{longtable*}{rrcl} 1: &\left\{\el{\mathrm{P6}}{0.5}\right\}&\ensuremath{\Rightarrow}&\left\{\el{\mathrm{P1}}{0.5}, \el{\mathrm{P2}}{0.5}, \mathrm{P6}\right\}\\ 2: &\left\{\el{\mathrm{P5}}{0.5}\right\}&\ensuremath{\Rightarrow}&\left\{\el{\mathrm{P4}}{0.5}\right\}\\ 3: &\left\{\el{\mathrm{P3}}{0.5}, \el{\mathrm{P4}}{0.5}, \el{\mathrm{P5}}{0.5}\right\}&\ensuremath{\Rightarrow}&\left\{\mathrm{P2}, \mathrm{P5}\right\}\\ 4: &\left\{\el{\mathrm{P3}}{0.5}, \mathrm{P4}\right\}&\ensuremath{\Rightarrow}&\left\{\mathrm{P3}\right\}\\ 5: &\left\{\el{\mathrm{P2}}{0.5}, \el{\mathrm{P4}}{0.5}\right\}&\ensuremath{\Rightarrow}&\left\{\mathrm{P2}, \el{\mathrm{P3}}{0.5}, \mathrm{P5}\right\}\\ 6: &\left\{\el{\mathrm{P2}}{0.5}, \el{\mathrm{P3}}{0.5}\right\}&\ensuremath{\Rightarrow}&\left\{\mathrm{P2}\right\}\\ 7: &\left\{\mathrm{P2}, \mathrm{P3}, \el{\mathrm{P4}}{0.5}, \mathrm{P5}\right\}&\ensuremath{\Rightarrow}&\left\{\mathrm{P4}\right\}\\ 8: &\left\{\el{\mathrm{P1}}{0.5}, \el{\mathrm{P4}}{0.5}\right\}&\ensuremath{\Rightarrow}&\left\{\mathrm{P1}, \mathrm{P2}, \mathrm{P3}, \mathrm{P4}, \mathrm{P5}, \mathrm{P6}\right\}\\ 9: &\left\{\el{\mathrm{P1}}{0.5}, \el{\mathrm{P3}}{0.5}\right\}&\ensuremath{\Rightarrow}&\left\{\mathrm{P1}, \mathrm{P2}, \mathrm{P3}\right\}\\ 10: &\left\{\el{\mathrm{P1}}{0.5}, \mathrm{P2}\right\}&\ensuremath{\Rightarrow}&\left\{\mathrm{P1}\right\}\\ \end{longtable*}Pass # 1 numeric(0) {CapColor=white, GillAttached=free, ColorAboveRing=white, ColorBelowRing=white, VeilType=partial, VeilColor=white} Pass # 1 [1] 89 90 91 92 {CapColor=white, GillAttached=free, ColorAboveRing=white, ColorBelowRing=white, VeilType=partial, VeilColor=white} Pass # 2 numeric(0) {CapColor=white, GillAttached=free, ColorAboveRing=white, ColorBelowRing=white, VeilType=partial, VeilColor=white} Testing Composition Testing Generalization Testing Reduction Testing Simplification Testing Right Simplification Testing Reorder FormalContext with 5 objects and 5 attributes. # A tibble: 5 × 5 Grant Intern Agreement Attitude Score 1 yes 7 agree working 2.7 2 yes 10 strongly agree hard working 4.1 3 no 5 neither agree nor disagree working 3.6 4 yes 8 agree working 4 5 no 4 disagree lazy 3.6 [,1] [1,] 1 [2,] 1 [3,] 1 [4,] 1 [5,] 1 [6,] 1 [7,] 1 [8,] 1 [9,] 1 [10,] 1 [ FAIL 0 | WARN 0 | SKIP 3 | PASS 444 ] ══ Skipped tests (3) ═══════════════════════════════════════════════════════════ • On CRAN (3): 'test-concept_lattice.R:39:3', 'test-concept_lattice.R:53:3', 'test-formal_context.R:261:3' [ FAIL 0 | WARN 0 | SKIP 3 | PASS 444 ] > > proc.time() user system elapsed 19.95 1.40 21.70