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Which evaluation metric is most appropriate for assessing the performance of an
Practice Questions
Q1
Which evaluation metric is most appropriate for assessing the performance of an SVM classifier?
Mean Squared Error
Accuracy
Silhouette Score
Adjusted Rand Index
Questions & Step-by-Step Solutions
Which evaluation metric is most appropriate for assessing the performance of an SVM classifier?
Steps
Concepts
Step 1: Understand what an SVM classifier is. It is a type of machine learning model used for classification tasks.
Step 2: Know that when we want to see how well a classifier is performing, we use evaluation metrics.
Step 3: Identify common evaluation metrics for classification, such as accuracy, precision, recall, and F1 score.
Step 4: Recognize that accuracy measures the proportion of correct predictions made by the classifier.
Step 5: Conclude that accuracy is a suitable and common metric to assess the performance of an SVM classifier.
No concepts available.
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