Why is there no end user Application, yet?
Listing 2 examples:
IBM Watson Analytics

Amazon ML use case

Preparing the data for supervised learning is require skills. Not all data came labeled and in form to be used as in need to solving problems. 

Also many more platforms/Api are in market now but for sure you can't solve a problem only with 1 algorithm, is needed much more ... Hope it help.