Class 10 Evaluation Quiz

What is defined as the percentage of correct predictions out of all the observations?

• Accuracy

• F1 Score

• Predictions

• Reality

What condition occurs when a machine predicts not an animal when it should?

• False Positive

• True Positive

• False Negative

• True Negative

What is the difference between Prediction and Reality?

• Both are interchangeable

• Prediction is output, Reality is input

• Prediction is input, Reality is output

• Prediction is the output given by the machine

Which two evaluation methods are used to calculate the F1 score?

• Precision & F1 score

• Precision & Accuracy

• Precision & Recall

• Accuracy & Recall

What is the outcome if the Prediction is 'Yes' and it matches with Reality?

• True Positive, False Positive

• True Negative, False Negative

• True Negative, False Positive

• True Positive, True Negative

Which scenario results in a high false positive cost?

• Viral outbreak

• Forest fire

• Flood

• Spam filter

What term is used for the percentage of correct predictions out of all observations?

• Precision

• Accuracy

• F1 score

• Recall

What does Recall measure in evaluation?

• Comparison between prediction and reality

• Percentage of correct predictions

• Fraction of positive cases correctly identified

• Percentage of true positive cases

Which statement is true for the term Evaluation?

• Extracts important information

• Helps classify document types

• Predicts topics for a corpus

• Understands AI model reliability

What helps map Prediction and Reality together?

• Reality

• Accuracy

• Confusion Matrix

• F'rediction