Technologies that function at room temperature often require magnets with a high Curie temperature, TC, and can be improved better materials. Discovering magnetic materials substantial TC is challenging because of the large number candidates cost fabricating testing them. Using two largest known datasets experimental temperatures, we develop machine-learning models to make rapid predictions sol...