Which model would be best to answer the question, "How long will a patient stay in the ICU?"

Linear Regression - because the outcome variable is continuous

What type of outcome is logistic regression best used for?

Continuous outcome (1.34, 3.922, 345.0 ....)

In which scenario would you use unsupervised learning?

When you want to group similar items without prior labels

Which model would be best to answer the question, "Will a patient be readmitted to the hospital?"

Logistic Regression - because the outcome variable is binary

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Duplicate of Lesson 3: Intro to Machine Learning and Types

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This quiz tests participants knowledge on Macine Learning in Artificial Intelligence and the types. These types include; 1. Supervised learning 2. Unsupervised learning 3. Reinforcement learning

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Questions 10

Answers

1
Which type of relationship/model does this image depict?
Linear regression
Support vector machine
Logistic regression
Deep neural network
2
What type of outcome is linear regression best used for?
Linear is appropriate for neither outcome
Linear is appropriate for both outcomes
Binary outcome (0, 1)
Continuous outcome (1.34, 3.922, 345.0 ....)
3
Which model would be best to answer the question, "How long will a patient stay in the ICU?"
Linear Regression - because the outcome variable is continuous
Logistic Regression - because the outcome variable is continuous
Linear Regression - because the outcome variable is binary
Logistic Regression - because the outcome variable is binary
4
Which type of relationship/model does this image depict?
Deep neural network
Logistic regression
Support vector machine
Linear regression
5
What type of outcome is logistic regression best used for?
Binary outcome (0, 1)
Continuous outcome (1.34, 3.922, 345.0 ....)
Logistic is appropriate for neither outcome
Logistic is appropriate for both outcomes
6
Which type of relationship/model does this image depict?
Logistic regression
Deep neural network
Linear regression
Support vector machine
7
Which type of relationship/model does this image depict?
Linear regression
Logistic regression
Deep neural network
Support vector machine
8
In which scenario would you use unsupervised learning?
When Gev is gone and the class is left with Lucas, unsupervised 😎.
When you have labeled data for training
When you want to predict future sales based on historical data
When you want to group similar items without prior labels
9
Which type of learning uses labeled data?
Supervised Learning
Inherent bias learning
Reinforcement Learning
Unsupervised Learning
10
Which model would be best to answer the question, "Will a patient be readmitted to the hospital?"
Linear Regression - because the outcome variable is binary
Logistic Regression - because the outcome variable is continuous
Linear Regression - because the outcome variable is continuous
Logistic Regression - because the outcome variable is binary

Duplicate of Lesson 3: Intro to Machine Learning and Types Flashcards | StudBud