An automated system is designed to categorize incoming emails. For a specific email, the system's underlying predictive model produces the following output: {'Spam': 0.92, 'Not Spam': 0.08}. Based on this output, which statement provides the most accurate interpretation?

Interpreting Model Confidence in Multi-Class Classification

An image is processed by two different predictive models, Model A and Model B, to identify the animal present. The models produce the probability distributions over the possible classes as shown below. Which of the following statements correctly analyzes the models' confidence based on these outputs?

Model A Output: {'Cat': 0.40, 'Dog': 0.35, 'Fox': 0.25} Model B Output: {'Cat': 0.95, 'Dog': 0.03, 'Fox': 0.02}