NCA-GENM Exam Dumps | You are tasked with evaluating the trustworthiness of a multimodal A1 model that predicts diagnoses based

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Question 139/192

You are tasked with evaluating the trustworthiness of a multimodal A1 model that predicts diagnoses based on medical images and patient history text. Which of the following evaluation metrics or techniques are MOST relevant for assessing the model's trustworthiness in this critical application?

A. Accuracy and F1-score on a held-out test set.

B. Calibration error, measuring the alignment between predicted probabilities and actual outcomes.

C. Attribution methods (e.g., Grad-CAM) to visualize which parts of the image and text the model focuses on.

D. Robustness testing by introducing adversarial perturbations to the input data.

E. Measuring inference throughput (samples per second).

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