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Which metric is commonly used to evaluate the performance of a classification ne
Practice Questions
Q1
Which metric is commonly used to evaluate the performance of a classification neural network?
Mean Squared Error
Accuracy
R-squared
F1 Score
Questions & Step-by-Step Solutions
Which metric is commonly used to evaluate the performance of a classification neural network?
Steps
Concepts
Step 1: Understand that a classification neural network is a type of model that predicts categories or classes.
Step 2: Learn that when we want to see how well the model is performing, we need a way to measure its success.
Step 3: Know that 'accuracy' is a common metric used for this purpose.
Step 4: Realize that accuracy tells us the percentage of correct predictions made by the model out of all predictions.
Step 5: For example, if the model makes 100 predictions and 90 of them are correct, the accuracy is 90%.
No concepts available.
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