DS321 English

DS321 English

Assessment

Assessment

Created by

Nguyen Dung

Computers

1st - 2nd Grade

37 plays

Hard

Student preview

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20 questions

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1.

Multiple Choice

30 sec

5 pts

High entropy means that the partitions in classification are

pure

not pure

useful

useless

2.

Multiple Choice

30 sec

5 pts

A machine learning problem involves four attributes plus a class. The attributes have 3, 2, 2, and 2 possible values each. The class has 3 possible values. How many maximum possible different examples are there?

12

24

48

72

3.

Multiple Choice

30 sec

5 pts

Which of the following is NOT supervised learning?

PCA

Decision Tree

Linear Regression

Naive Bayesian

4.

Multiple Choice

30 sec

5 pts

Which of the following statements about Naive Bayes is incorrect?

Attributes are equally important.

Attributes are statistically dependent of one another given the class value.

Attributes are statistically independent of one another given the class value

Attributes can be nominal or numeric

5.

Multiple Choice

30 sec

5 pts

Suppose we would like to perform clustering on spatial data such as the geometrical locations of houses. We wish to produce clusters of many different sizes and shapes. Which of the following methods is the most appropriate?

Decision Trees

Density-based clustering

Model-based clustering

K-means clustering

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