[SOLVED] Classification: Alternative TechniquesData Mining

I need an explanation for this C Programming question to help me study.

Struggling to find relevant content? Order a custom essay on
[SOLVED] Classification: Alternative TechniquesData Mining
Let our experts save you the hassle
Order Now

Instructions

This document was purposely created in Microsoft Word so you can enter your answers into the document.

YOUR ANSWERS MUST APPEAR WITHIN THE PROBLEM DOCUMENT.

10% WILL BE DEDUCTED IF YOU CREATE A NEW OR SEPARATE DOCUMENT.

10% WILL BE DEDUCTED IF YOU CREATE A “TITLE PAGE” TYPE OF DOCUMENT.

20% WILL BE IF YOU DO NOT SHOW YOUR CALCULATIONS FOR EACH ANSWER.

You must make your own calculations and you must show your calculations in the answer document.Insufficient calculation steps will result in reduced points earned.

Imbalanced Classifiers

1.Begin by writing the formula for each calculation, then show your steps to arrive at your answer.

a. Calculate Accuracy

b.Precision

c.Recall

d.F- Measure

2.Begin by writing the formula for each calculation, then show your steps to arrive at your answer.

a. Calculate Accuracy

b.Precision

c.Recall

d.F- Measure

Bayes Theorem

3. (a) Suppose the fraction of undergraduate students who smoke is 15% and

the fraction of graduate students who smoke is 23%. If one-fifth of the college students are graduate students and the rest are undergraduates, what is the probability that a student who smokes is a graduate student?

Answer

(b) Given the information in part (a), is a randomly chosen college student

more likely to be a graduate or undergraduate student?

Answer

(c) Repeat part (b) assuming that the student is a smoker.

Answer:

(d) Suppose 30% of the graduate students live in a dorm but only 10% of

the undergraduate students live in a dorm. If a student smokes and lives in the dorm, is he or she more likely to be a graduate or undergraduate student? You can assume independence between students who live in a dorm and those who smoke.

Answer:

Bayes Theorem

4.Consider the data set below.

a) Estimate the conditional probabilities for (P(A|+), P(B|+), P(C|+), P(A|-). P(B|-), P(C|-)

(b) Use the estimate of conditional probabilities given in the previous question to predict the class label for a test sample (A =0, B =1, C =0) using the naïve Bayes approach.

Calculate the price
Make an order in advance and get the best price
Pages (550 words)
$0.00
*Price with a welcome 15% discount applied.
Pro tip: If you want to save more money and pay the lowest price, you need to set a more extended deadline.
We know how difficult it is to be a student these days. That's why our prices are one of the most affordable on the market, and there are no hidden fees.

Instead, we offer bonuses, discounts, and free services to make your experience outstanding.
Sign up, place your order, and leave the rest to our professional paper writers in less than 2 minutes.
step 1
Upload assignment instructions
Fill out the order form and provide paper details. You can even attach screenshots or add additional instructions later. If something is not clear or missing, the writer will contact you for clarification.
s
Get personalized services with GPA Fix
One writer for all your papers
You can select one writer for all your papers. This option enhances the consistency in the quality of your assignments. Select your preferred writer from the list of writers who have handledf your previous assignments
Same paper from different writers
Are you ordering the same assignment for a friend? You can get the same paper from different writers. The goal is to produce 100% unique and original papers
Copy of sources used
Our homework writers will provide you with copies of sources used on your request. Just add the option when plaing your order
What our partners say about us
We appreciate every review and are always looking for ways to grow. See what other students think about our do my paper service.
Other
Thank you for a well written paper!!!
Customer 452557, January 19th, 2022
Nursing
Great writing! Really appreciate your help!
Customer 452503, April 22nd, 2021
Nursing
Thank you for helping with my assignment.
Customer 452707, July 8th, 2022
Psychology
Thank you so very much!!!
Customer 452517, May 11th, 2021
Nursing
Thank you!
Customer 452707, June 29th, 2022
Social Work and Human Services
Excellent
Customer 452587, July 28th, 2021
Criminal Justice
Looks good! Thank you Jason
Customer 452711, January 25th, 2022
Nursing
I appreciate all the hard work. Thank you!
Customer 452525, August 13th, 2021
public speaking
The work was excelent and very professional.
Customer 452653, November 1st, 2021
Nursing
Awesome work!!!!!!
Customer 452453, March 24th, 2021
Nursing
Great! Thanks again!
Customer 452707, July 4th, 2022
Nursing
Fantastic work on this project as usual.
Customer 452707, July 5th, 2022
OUR GIFT TO YOU
15% OFF your first order
Use a coupon FIRST15 and enjoy expert help with any task at the most affordable price.
Claim my 15% OFF Order in Chat
error: Content is protected !!

Save More. Score Better. Use coupon code SPECIAL for a 15%discount