Professional Courses
Industry-relevant training in Business, Technology, and Design to help professionals and graduates upskill for real-world careers.
Categories
Interactive Games
Fun, engaging games to boost memory, math fluency, typing speed, and English skills—perfect for learners of all ages.
Typing
Memory
Math
English Adventures
Knowledge
Enroll to start learning
You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take mock test.
Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
Define accuracy in the context of model evaluation.
💡 Hint: Think about the total number of cases and correct predictions.
Question 2
Easy
What does precision indicate?
💡 Hint: Focus on true positives versus predicted positives.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is a confusion matrix used for?
- To count incorrect predictions
- To assess model performance
- To display training data
💡 Hint: Think about where this matrix is applied.
Question 2
True or False: High accuracy always indicates a good model.
- True
- False
💡 Hint: Consider cases where one outcome is much more frequent than the other.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Given a confusion matrix with TP = 30, TN = 50, FP = 10, FN = 5, calculate the accuracy, precision, recall, and F1 score.
💡 Hint: Use the respective formulas for each metric.
Question 2
Discuss the implications of a model with high accuracy but very low precision. What corrective actions might you take?
💡 Hint: Consider the balance between finding positives and the risk of false positives.
Challenge and get performance evaluation