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Given the following ROC curves, what conclusion can be drawn? Figure 3: ROC Curves 1.00 0.90 0.80 0.70 0.60 True Positive Sensitivity 0.50- 0.40 Predictor
Given the following ROC curves, what conclusion can be drawn? Figure 3: ROC Curves 1.00 0.90 0.80 0.70 0.60 True Positive Sensitivity 0.50- 0.40 Predictor AUC 0.30 Logistic Regression 0.8532 Decision Tree 0.8473 0.20 Bootstrap Forest 0.8555 Boosted Tree 0.8576 Neural Network 0.8586 0.10 Boosted Neural Network 0.8606 0.00- 0.00 0.10 0.20 0.30 0.40 0.50 0.60 0.70 0.80 0.90 1-Specificity False PositiveO a. The cutoff value of the boosted NN may be changed to obtain a sensitivity above 90% with a specificity of 40%. O b. The Boosted NN is slightly better than all other models for all cutoff points. O c. The specificity of the boosted NN is 87%. O d. The sensitivity of the neural Network is 65%
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