skip_if_not_installed("fim4r") verb <- FALSE options(digits = 2) data <- list( c("a", "b", "c"), c("a", "b"), c("a", "b", "d"), c("b", "e"), c("a", "c"), c("c", "e"), c("a", "b", "d", "e") ) names(data) <- paste("Tr", c(1:7), sep = "") trans <- transactions(data) r_a <- apriori(trans, control = list(verbose = verb)) r_f <- fim4r(trans, method = "apriori", target = "rules", verbose = verb) expect_equal(length(r_a), length(r_f)) expect_equal(sort(quality(r_a)$support), sort(quality(r_f)$support)) data(Adult) ### fim4r uses LHS support! r_a <- apriori(Adult, control = list(verbose = verb)) r_f <- fim4r(Adult, method = "apriori", target = "rules", verbose = verb) r_ffp <- fim4r(Adult, method = "fpgrowth", target = "rules", verbose = verb) expect_equal(length(r_a), length(r_f)) expect_equal(length(r_a), length(r_ffp)) expect_equal(sort(quality(r_a)$support), sort(quality(r_f)$support)) expect_equal(sort(quality(r_a)$support), sort(quality(r_ffp)$support)) ### fim4r returns also the empty itemset r_a <- apriori(Adult, target = "frequent itemset", control = list(verbose = verb)) r_f <- fim4r(Adult, method = "apriori", target = "frequent", verbose = verb) r_ffp <- fim4r(Adult, method = "fpgrowth", target = "frequent", verbose = verb) expect_equal(length(r_a), length(r_f) - 1L) expect_equal(length(r_a), length(r_ffp) - 1L) # appearance rules_fim4r <- fim4r(Adult, method = "apriori", target = "rules", verbose = verb, appear = list(c("", "capital-gain=None"), c("a", "c")) ) rules_apriori <- apriori(Adult, appearance = list(rhs = "capital-gain=None"), control = list(verbose = verb) ) expect_true(arules::setequal(rules_fim4r, rules_apriori))