Hello aspirant,
Yes. You can change your stream to arts from science. But the thing you should remember that, you have to pursue your 11th again in arts stream. And one more thing you will not be awarded with a board certificate for completing your 11th in science stream(without your CLC/SLC).
Hope it helps,thank you.