PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #217
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #217: Real Exam Question with Answer & Explanation
Sign in or unlock PROFESSIONAL-MACHINE-LEARNING-ENGINEER to reveal the answer and full explanation for question #217. The question stem and answer options stay visible for context.
Question
You are building a predictive maintenance model to preemptively detect part defects in bridges. You plan to use high definition images of the bridges as model inputs. You need to explain the output of the model to the relevant stakeholders so they can take appropriate action. How should you build the model?
Options
- AUse scikit-learn to build a tree-based model, and use SHAP values to explain the model output.
- BUse scikit-learn to build a tree-based model, and use partial dependence plots (PDP) to explain
- CUse TensorFlow to create a deep learning-based model, and use Integrated Gradients to explain
- DUse TensorFlow to create a deep learning-based model, and use the sampled Shapley method to
Unlock PROFESSIONAL-MACHINE-LEARNING-ENGINEER to see the answer
You've previewed enough free PROFESSIONAL-MACHINE-LEARNING-ENGINEER questions. Unlock PROFESSIONAL-MACHINE-LEARNING-ENGINEER for full answers, explanations, the timed quiz mode, progress tracking, and the master PDF. Question stem and options stay visible so you can still see what's on the exam.