How to write a predict method to test manually performance of my RNN random classifier model using sklearn?

Question

From a poem dataset of 3 poets, data are tagged as 1,2,3 for poet1, poet2 and poet3 respectively. Now we are to classify these 3 poets from their poem dataset. Bellow, I have sh