Data analysts at Universal bank is building a classification tree to classify its customers into two classes: nonacceptors (class 0) and acceptors (class 1) of personal loan offer. Each customer can be described by a set of attributes, such as age, experience, income, family size, education, average spending on credit cards per month, etc. The data analysts are in the process of identifying the most powerful predictor to split a set of training records (denoted by A). After splitting A with customer's family size, two subsets of records are generated, denoted by A1 and A2 respectively. The number of nonacceptors and acceptors in A, A1, and A2 are given below. A A1 A2 Number of Nonacceptors 352 340 12 Number of Acceptors 223 36 187 Round your answers to 3 digits after the decimal point. The Gini index of A is 0.475 The Gini index of A1 is 0.173 The Gini index of A2 is 0.113 The combined Gini index of A1 and A2 is 0.648 The reduction in Gini index if training records are split using customer's family size is -1.4147

Data analysts at Universal bank is building a classification tree to classify its customers into two classes: nonacceptors (class 0) and acceptors (class 1) of personal loan offer. Each customer can be described by a set of attributes, such as age, experience, income, family size, education, average spending on credit cards per month, etc. The data analysts are in the process of identifying the most powerful predictor to split a set of training records (denoted by A). After splitting A with customer's family size, two subsets of records are generated, denoted by A1 and A2 respectively. The number of nonacceptors and acceptors in A, A1, and A2 are given below. A A1 A2 Number of Nonacceptors 352 340 12 Number of Acceptors 223 36 187 Round your answers to 3 digits after the decimal point. The Gini index of A is 0.475 The Gini index of A1 is 0.173 The Gini index of A2 is 0.113 The combined Gini index of A1 and A2 is 0.648 The reduction in Gini index if training records are split using customer's family size is -1.4147

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

See similar textbooks

Related questions

Q: Erin just bought a bag of gumballs with eight different colors of gumballs. One of the colors is…

A: Let X denotes the number of gumballs that Erin will need to pull out of the bag until she gets her…

Q: Newburg Park, Florida is a popular, beach resort town. Property values are fairly high there and, as…

A: Given : Claim : There is a significant linear relationship between house price and distance from the…

Q: It tom has 6 apples and gives 2 to 2 friends.how many apples does tom has left over?

A: Given: Number of apples Tom has= 6 Number of apples he gives to his friends = 2

Q: A group of 5 students is to be chosen from a 30 student classroom. How many ways can this be done?

A: Note that here we have to select a group of 5 students from a 30 student classroom.

Q: There are 4 jobs you can choose in a volunteer site. How many different ways are there to choose 1…

A: The objective of the question is to find out the number of ways to choose 1 job out of 4 available…

Q: There are 4 jobs you can choose in a volunteer site. How many different ways are there to choose 2…

A: The objective of this question is to find out the number of ways to choose 2 jobs out of 4. This is…

Q: Of 16 possible books, you plan to take 3 with you on vacation. How many different collections of 3…

A: See the handwritten solution

Q: A particular online game requires that you create a 6 digit number. The only digits available are…

A: Concept:

Q: There are 10 pairs of socks (each pair is different) in a drawer in a dark room. Since you cannot…

A: There are pairs of socks (each pair is different) in a drawer in a dark room.

Q: Find the number of different ways in which 3 flags can be displayed on a flagpole, one above the…

Q: Suppose there are 5 questions in an exam paper, find the number of ways in which a student can…

Q: At a race track you have the opportunity to buy a ticket that requires you to pick the first and…

Q: Visa cards have 16 digits. The first digit is always 4 as in 4xxxxx – with the 2nd to 6th digits…

A: There are 10 digits including zero. The first number should be 4. It is given that the 2nd to 6th…

Q: A lady has 4 dresses and she want to bring 2 of them with her on the trip. How many ways to choose 2…

A: The objective of this question is to find out the number of ways the lady can choose 2 dresses out…

Q: Joey finds 13 video games that he would like to have. Three of them will run on his operating system…

A: Given: A total of 13 games are there. 10 will run on the operating system and 3 will not.

Q: There are 49 runners in a race, and no ties. In how many ways can the first three finishers be…

Q: You have 5 keys, one of which is the correct one for the house. Find the PMF of the number of trials…

Q: At a race track you have the opportunity to buy a ticket that requires you to pick the first and…

A: pick the first and second places in the firdt two races. first race runs 12 horses second race runs…

Q: A musician knows 10 songs is only going to play 4 of them at a concert. In how many different ways…

A: A musician knows 10 songs is only going to play 4 of them at a concert. In how many different ways…

Q: Find the number of different ways that an instructor can choose 7 students from a class of 12…

A: Here we have to find the number of different ways that an instructor can choose 7 students from a…

Q: you have 5 pair of white socks and 10 pair of black sock in a drawer. you randomly choose two pair.…

Q: Find the number of different ways that an instructor can choose 5 students from a class of 13…

Question

i got three wrong but I am not sure which ones

Data analysts at Universal bank is building a classification tree to classify its customers into two
classes: nonacceptors (class 0) and acceptors (class 1) of personal loan offer. Each customer
can be described by a set of attributes, such as age, experience, income, family size,
education, average spending on credit cards per month, etc. The data analysts are in the
process of identifying the most powerful predictor to split a set of training records (denoted by
A). After splitting A with customer's family size, two subsets of records are generated, denoted
by A1 and A2 respectively. The number of nonacceptors and acceptors in A, A1, and A2 are
given below.
А
A1
A2
Number of Nonacceptors
352
340
12
Number of Acceptors
223
36
187
Round your answers to 3 digits after the decimal point.
The Gini index of A is 0.475
The Gini index of A1 is 0.173
The Gini index of A2 is 0.113
The combined Gini index of A1 and A2 is 0.648
The reduction in Gini index if training records are split using customer's family size is
-1.4147

Expert Solution

This question has been solved!

Explore an expertly crafted, step-by-step solution for a thorough understanding of key concepts.

This is a popular solution!

SEE SOLUTION Check out a sample Q&A here

Step 1

VIEW

Step 2

VIEW

Trending now

This is a popular solution!

Step by step

Solved in 2 steps

SEE SOLUTION Check out a sample Q&A here

Follow-up Questions

Read through expert solutions to related follow-up questions below.

Follow-up Question

Are you able to assist me with the last two questions?

Solution

by Bartleby Expert

SEE SOLUTION

Similar questions

A manager has 4 people that can play any of positions. How many different way's can he assign these spots?
Find the number of different ways that an instructor can choose 7 students from a class of 23 students for a field trip.
Of 12 possible books, you plan to take 6 with you on vacation. How many different collections of 6 books can you take? You can take different collections of 6 books on vacation with you.
What is the Combination Rule?
Find the number of different ways that an instructor can choose 4 students from a class of 18 students for a field trip.
There are 3 songs in a playlist. How many ways are there to order and play them one by one? Each song will only be played once and only once?
There are 10 student clubs on campus. You want to join 2 of them this year. How many ways that you can choose 2 clubs to join out of 10?
A combination has 3 characters. The first is a letter(26 letters A-Z), The second and third characters are numbers 0-9, but cannot repeat the same number. How many possible combinations are there?
There are 2 songs in a playlist. How many ways are there to order and play them one by one? Each song will only be played once and only once?
How did you get the values in the able?
The call letters for radio stations begin with K or W, followed by 3 additional letters. How many sets of call letters having 4 letters are possible?
Find the number of different ways that an instructor can choose 7 students from a class of 14 students for a field trip.