Model Evaluation Quiz

Model Evaluation Quiz

11 Qs

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Model Evaluation Quiz

Model Evaluation Quiz

Assessment

Quiz

others

Practice Problem

Hard

Created by

Marco Morais

Used 9+ times

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11 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

30 sec • 4 pts

A medical diagnostic model is designed to identify patients with a rare disease. Which metric is most important to ensure that no true cases are missed?

a) Accuracy
b) Precision
c) Recall
d) F1-score

2.

MULTIPLE CHOICE QUESTION

30 sec • 4 pts

A spam email filter aims to minimize the number of legitimate emails that are incorrectly flagged as spam. Which metric is most relevant to this goal?

a) Accuracy
b) Precision
c) Recall
d) F1-score

3.

MULTIPLE CHOICE QUESTION

30 sec • 4 pts

A recommendation system suggests products to users based on their past purchases. Which metric is most important to ensure that the recommendations are highly relevant to the user's interests?

a) Accuracy
b) Precision
c) Recall
d) F1-score

4.

MULTIPLE CHOICE QUESTION

30 sec • 4 pts

A fraud detection system flags suspicious transactions. Which metric is most important to ensure that all fraudulent transactions are identified?

a) Accuracy
b) Precision
c) Recall
d) F1-score

5.

MULTIPLE CHOICE QUESTION

30 sec • 4 pts

A search engine aims to return the most relevant results for a given query. Which metric is most important to ensure that the top results are accurate and relevant?

a) Accuracy
b) Precision
c) Recall
d) F1-score

6.

MULTIPLE CHOICE QUESTION

30 sec • 4 pts

A machine learning model is used to classify images of cats and dogs. Which metric is most important to ensure that the model is good at identifying both cats and dogs accurately?

a) Accuracy
b) Precision
c) Recall
d) F1-score

7.

MULTIPLE CHOICE QUESTION

30 sec • 4 pts

A machine learning model is used to classify images of cats and dogs. Which metric is most important to ensure that the model is good at identifying both cats and dogs accurately?

a) Accuracy
b) Precision
c) Recall
d) F1-score

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