Nothing
library(easyml)
context("support_vector_machine")
test_that("Test easy_support_vector_machine.", {
# Load data
data("cocaine_dependence", package = "easyml")
data("prostate", package = "easyml")
# Settings
.n_samples <- 5
.n_divisions <- 5
.n_iterations <- 2
.n_core <- 1
# Test binomial
results <- easy_support_vector_machine(cocaine_dependence, "diagnosis",
family = "binomial", preprocess = preprocess_scale,
exclude_variables = c("subject"),
categorical_variables = c("male"),
n_samples = .n_samples, n_divisions = .n_divisions,
n_iterations = .n_iterations, random_state = 12345, n_core = .n_core)
expect_equal(class(results), "easy_support_vector_machine")
# Test gaussian
suppressWarnings(results <- easy_support_vector_machine(prostate, "lpsa",
preprocess = preprocess_scale,
n_samples = .n_samples, n_divisions = .n_divisions,
n_iterations = .n_iterations, random_state = 12345, n_core = .n_core))
expect_equal(class(results), "easy_support_vector_machine")
})
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