Question: Entropy measures the _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

Entropy measures the ______________________ in the data set.
a. information contents/amount of information b. number of samples
c. outliers d. number of features

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Q:

Question 1 (1 point) Information can be measured in units of bits. Question 1 options: True False Question 2 (1 point) Which of the following equations is used to compute the information (N) per...

Q:

Question 3 : Decision trees ( a ) Convert the following decision list into a binary decision tree. if A = 0 then 1 else if B = 0 then 1 else 0 ( b ) Write down the truth table for the decision list...

Q:

( a ) Convert the following decision list into a binary decision tree. ( 4 ) if A = 0 then 1 else if B = 0 then 1 else 0 ( b ) Write down the truth table for the decision list in ( a ) , and derive a...

Q:

The goal of this project is to write a MATLAB function that inputs a matrix X of outcomes, a matrix P of probabilities, and then will give a menu of options for different statistical operations to...

Q:

( a ) Convert the following decision list into a binary decision tree. ( 4 ) if A = 1 then 1 else if B = 0 then 1 else 1 ( b ) Write down the truth table for the decision list in ( a ) , and derive a...

Q:

Question B. Consider the following business data set; [4+7+2+21 Class Label + + a. Calculate Entropy of the data set. What do you conclude looking at entropy. b. Calculate the information gain when...

Q:

Question 4 : Decision trees The data in Table 1 shows attributes that might influence a family's decision on where to go for their vacation. The target variable is whether the family chose the...

Q:

Question 4 : Decision trees [ 2 8 ] The data in Table 1 shows attributes that might influence a family's decision on where to go for their vacation. The target variable is whether the family chose...

Q:

Question 4 : Decision trees The data in Table 1 shows attributes that might influence a family's decision on where to go for their vacation. The target variable is whether the family chose the...

Q:

Question 4 : Decision treesQuestion 5 : Constraint satisfaction problems A local wildlife farm wants to donate animals to the local Zoo. These include lions, zebras, elephants and rhinos. The Zoo has...

Q:

Draw a weighted (avoid to insert negative values) graph with vertices and a directed edges. Then find out the shortest path by using 'all pairs shortest path algorithm'.

Q:

Identify the types of questions you were asked during a job interview.

Q:

In this exercise, always use a multiplier to calculate a percentage increase or decrease. a The population of a town increases from 63 200 by 17%. Calculate the new population. b The population of a...

Q:

Seved Help 14 Wisconsin Snowmobile Corp. is considering a switch to level production Cost efficiencies would occur under level production, and aftertax costs would decline by $31,500, but inventory...

Q:

Provide examples of KPIs in Human Capital Management.

Q:

What would an Internal Compa-Ratio of 118% indicate for an employee?

Q:

What are OLAP Cubes?