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Which evaluation metric is commonly used to assess the performance of a neural n
Practice Questions
Q1
Which evaluation metric is commonly used to assess the performance of a neural network in classification tasks?
Mean Squared Error
Accuracy
R-squared
F1 Score
Questions & Step-by-Step Solutions
Which evaluation metric is commonly used to assess the performance of a neural network in classification tasks?
Steps
Concepts
Step 1: Understand what a neural network is. It is a type of computer program that learns from data to make predictions.
Step 2: Know that classification tasks involve sorting data into categories or classes.
Step 3: Learn about evaluation metrics, which are ways to measure how well the neural network is performing.
Step 4: Identify that accuracy is one of the most common evaluation metrics used in classification tasks.
Step 5: Understand that accuracy is calculated by taking the number of correct predictions and dividing it by the total number of predictions made.
Step 6: Realize that a higher accuracy means the model is performing better at classifying the data correctly.
No concepts available.
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