BAN600-T301 Advanced Business Analytics Chapter 6-7 Chapter 6 1a) Connect all models in the ORGANICS diagram to a Model comparison node: 1b) Run the Model comparison node and view the results: 1b) 1|Page BAN600-T301 Advanced Business Analytics Chapter 6-7 1b) Which model was selected and based on what criteria? The Misclassification Rate was used based on the Neural Network. 1b) Which model has the best ROC curve? The Neural network has the best ROC curve. 2|Page BAN600-T301 Advanced Business Analytics Chapter 6-7 1b) What is the corresponding ROC Index? 0.824 1c) Open the exported data from the Model Comparison node. Explore the RANK data set. What is the number of event cases for each model at a selection depth of 5%? 3|Page BAN600-T301 Advanced Business Analytics Chapter 6-7 Decision Tree2 – 469.0044 Decision Tree – 288.2516 Polynominal – 476 Regression – 479.4 Neural - 477 Chapter 7 1a) Create a Score data source for the ScoreOrganics data. 4|Page BAN600-T301 Advanced Business Analytics Chapter 6-7 5|Page BAN600-T301 Advanced Business Analytics Chapter 6-7 1b) Score the ScoreOrganics data using the model selected with the Model Comparison node: 6|Page BAN600-T301 Advanced Business Analytics Chapter 6-7 7|Page BAN600-T301 Advanced Business Analytics Chapter 6-7 The scoring was successful because it lists the probabilities and predictions for the targets. 8|Page
