# MedDataSets - Comprehensive Medical, Disease, Treatment, and Drug Datasets # Version 0.1.0 # Copyright (C) 2024 Renzo Cáceres Rossi # # This program is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with this program. If not, see . # Melanoma_df data set library(testthat) library(MedDataSets) # Test that Melanoma_df has the correct structure test_that("Melanoma_df has the correct structure", { expect_s3_class(Melanoma_df, "data.frame") # Dimensions test expect_equal(nrow(Melanoma_df), 205) expect_equal(ncol(Melanoma_df), 7) # Column names test expected_names <- c("time", "status", "sex", "age", "year", "thickness", "ulcer") expect_equal(names(Melanoma_df), expected_names) }) # Test that Melanoma_df has correct data types test_that("Melanoma_df has correct data types", { # Integer columns expect_type(Melanoma_df$time, "integer") expect_type(Melanoma_df$status, "integer") expect_type(Melanoma_df$sex, "integer") expect_type(Melanoma_df$age, "integer") expect_type(Melanoma_df$year, "integer") expect_type(Melanoma_df$ulcer, "integer") # Numeric columns expect_type(Melanoma_df$thickness, "double") }) # Test that Melanoma_df has no NA values test_that("Melanoma_df has no NA values", { expect_false(any(is.na(Melanoma_df))) }) # Test that Melanoma_df values are in valid ranges test_that("Melanoma_df has values in valid ranges", { # Check if numeric values are finite expect_true(all(is.finite(Melanoma_df$time))) expect_true(all(is.finite(Melanoma_df$status))) expect_true(all(is.finite(Melanoma_df$sex))) expect_true(all(is.finite(Melanoma_df$age))) expect_true(all(is.finite(Melanoma_df$year))) expect_true(all(is.finite(Melanoma_df$thickness))) expect_true(all(is.finite(Melanoma_df$ulcer))) # Example logical ranges (you may adjust these as necessary) expect_true(all(Melanoma_df$time >= 0)) # Assuming time cannot be negative expect_true(all(Melanoma_df$age >= 0)) # Assuming age cannot be negative expect_true(all(Melanoma_df$thickness >= 0)) # Assuming thickness cannot be negative })