Updated Model with improved results. (data used was not correct)

Improvements 

From the last model, I noticed that I was focusing on the wrong field. the binary classification was being implemented on the last field, so I move the composition tag data to the last field and the model gave me the training results below:

I am happy with the 100% Accuracy but I'm scared it might be close to overfitting, so I will perform a few more tests to see the results. Additionally, I would like to do a bit more investigation with the regression algorithm. 

but with the regression model, I need geological data to see if the lithology has outcrops or is flat. Then the model can know by how many meters to pull up the drill tool bit.