def test_ros_init():
 ratio = 'auto'
 ros = RandomOverSampler(ratio=ratio, random_state=RND_SEED)
 assert_equal(ros.random_state, RND_SEED)

def test_ros_init ( ) : ratio = 'auto' ros = RandomOverSampler ( ratio = ratio , random_state = RND_SEED ) assert_equal ( ros . random_state , RND_SEED )
test the initialisation of the object .