... 3 . These predictions were done in two forms. The first form predicted the actual normalized volume of production. node profit matrix upstream oil & gas selection prediction logistic regression target variable regression threshold value lift curve probability classification...

... as the model selection depended on the misclassification rates. Figure 10 shows a confusion (classification) chart with agreements between the actual and predicted counts for the tree model at the 50% threshold value. This diagram helped with verifying the agreement between the actual and the predicted classes...