
Introduction to Machine Learning Quiz

Quiz
•
Computers
•
12th Grade
•
Hard
Mitchell Lloyd
FREE Resource
15 questions
Show all answers
1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary goal of machine learning?
To create machines that can think like humans
To enable computers to learn from data and make predictions
To replace human jobs with robots
To develop new hardware for computers
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following is a type of machine learning?
Supervised learning
Unsupervised learning
Reinforcement learning
All of the above
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In supervised learning, what are the two main types of tasks?
Classification and clustering
Regression and classification
Clustering and association
Regression and reinforcement
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following is an example of a supervised learning algorithm?
K-means clustering
Decision tree
Apriori algorithm
Genetic algorithm
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the purpose of a training dataset in machine learning?
To test the model's performance
To train the model to learn patterns
To validate the model's accuracy
To deploy the model in production
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following is a common metric used to evaluate classification models?
Mean squared error
Accuracy
R-squared
Root mean square error
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is overfitting in machine learning?
When a model performs well on training data but poorly on new data
When a model performs well on both training and new data
When a model performs poorly on both training and new data
When a model performs well on new data but poorly on training data
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