Neural Net JMP 14 SAS Script - Converting to excel formula
Jan 30, 2019 1:53 PM(288 views)
I am relatively new to JMP and have created a Neural Network model that fits pretty well. I am trying to implement the output (model) in excel. I exported the SAS script and currently I am trying to convert the formula in the script to excel. The following formula in the script is tripping me.
Engine_Model is a binary input to the model (can be XXX (0) or YYY(1)).
I need soem help in interpreting the term (ENGINE_MODEL="XXX")-(ENGINE_MODEL="YYY"). Does it simply mean that it is difference between the value of ENGINE_MODEL="XXX" and ENGINE_MODEL="YYY"? In that case it is just a constant number. Also the calculated value of H1 in excel and JMP do not match with that assumption.
"To integrate a two-level categorical variable into a regression model, we create one indicator or dummy variable with two values..."
I would suggest you experiment with a very simple Neural Net. For example, a neural with only Engine Model and 1 node. Then check that the JMP prediction and your conversion of this simple model are in agreement.