Supervised Learning Evaluation

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Evaluate students understanding of types of supervised learning

Created by

Dalia Nass

Saudi Arabia

Download the paper version to play

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Froggy Jumps Supervised Learning EvaluationOnline version Evaluate students understanding of types of supervised learning by Dalia Nass 1 What is the main goal of multiclass classification? a A) Predict a continuous number like price or temperature b B) Predict which one of three or more possible classes an observation belongs to c C) Decide if an email is spam or not 2 Which of the following is an example of multiclass classification? a A) Predicting house price b B) Patient infected with a virus or not infected c C) Sorting news articles into Sports, Politics, or Entertainment 3 Multiclass classification is a type of unsupervised learning. a True b False c 4 Which type of supervised learning predicts a continuous numeric value? a a) Binary Classification b b) Multiclass Classification c c) Regression 5 Binary classification can only predict one of two possible outcomes. a True b False c 6 Regression predicts categories or classes. a True b False c 7 A model that predicts the score of a student based on study hours is an example of: a Regression b Binary Classification c Multiclass Classification 8 Predicting whether an email is spam or not spam is an example of: a Regression b Binary Classification c Multiclass Classification

Froggy Jumps

Supervised Learning EvaluationOnline version

Evaluate students understanding of types of supervised learning

by Dalia Nass

What is the main goal of multiclass classification?

A) Predict a continuous number like price or temperature

B) Predict which one of three or more possible classes an observation belongs to

C) Decide if an email is spam or not

Which of the following is an example of multiclass classification?

A) Predicting house price

B) Patient infected with a virus or not infected

C) Sorting news articles into Sports, Politics, or Entertainment

Multiclass classification is a type of unsupervised learning.

True

False

Which type of supervised learning predicts a continuous numeric value?

a) Binary Classification

b) Multiclass Classification

c) Regression

Binary classification can only predict one of two possible outcomes.

True

False

Regression predicts categories or classes.

True

False

A model that predicts the score of a student based on study hours is an example of:

Regression

Binary Classification

Multiclass Classification

Predicting whether an email is spam or not spam is an example of:

Regression

Binary Classification

Multiclass Classification

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Supervised Learning Evaluation

Froggy Jumps

About this activity

Created by

Download the paper version to play

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Supervised Learning EvaluationOnline version

by Dalia Nass

What is the main goal of multiclass classification?

Which of the following is an example of multiclass classification?

Multiclass classification is a type of unsupervised learning.

Which type of supervised learning predicts a continuous numeric value?

Binary classification can only predict one of two possible outcomes.

Regression predicts categories or classes.

A model that predicts the score of a student based on study hours is an example of:

Predicting whether an email is spam or not spam is an example of:

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