I had this problem for a while but I recently figured it out. Go to settings, and then language and input. Next scroll down to the samsung keyboard and click the gear button. When you see the bar that says predictive text, dont click the on/off slider, instead click on the words themselves. This will bring up the option to stop predicting words.
Hope this works for you