exml_shap.py

shapvals = s.linearExplainer(
             table           = {"name" : 'hmeqTest','caslib':'public'},
             query           = {"name" : 'realtime','caslib':'public'},
             modelTable      = {"name" :"hmeqTestAstore",'caslib':'public'},
             modelTableType  = "ASTORE",
             predictedTarget = 'P_BAD1',
             seed            = 1234,
             preset          = "KERNELSHAP",
             inputs          = ['LOAN','MORTDUE','VALUE','YOJ','DEROG','DELINQ','CLAGE','NINQ','CLNO','DEBTINC','REASON', 'JOB','BAD'],
             nominals        = ['REASON', 'JOB','BAD']
            )
shap1 = shapvals['ParameterEstimates']
shap = shap1[['Variable','Estimate']][0:10]