The data tuples of the following Table are sorted by decreasing probability value, as returned by...
Fantastic news! We've Found the answer you've been seeking!
Question:
Transcribed Image Text:
The data tuples of the following Table are sorted by decreasing probability value, as returned by a classifier. For each tuple, compute the values for the number of true positives (TP), false positives (FP), true negatives (TN), and false negatives (FN). Compute the true positive rate (TPR) and false positive rate (FPR). Use R to plot the ROC curve for the data and show your code. Tuple # Class Probability 0.95 0.85 3 0.78 4 0.66 N 0.60 6 P. 0.55 7. 0.53 8 0.52 9 0.51 10 0.40 The data tuples of the following Table are sorted by decreasing probability value, as returned by a classifier. For each tuple, compute the values for the number of true positives (TP), false positives (FP), true negatives (TN), and false negatives (FN). Compute the true positive rate (TPR) and false positive rate (FPR). Use R to plot the ROC curve for the data and show your code. Tuple # Class Probability 0.95 0.85 3 0.78 4 0.66 N 0.60 6 P. 0.55 7. 0.53 8 0.52 9 0.51 10 0.40
Expert Answer:
Answer rating: 100% (QA)
true sitive is n utme where the mdel rretly redits the sitive lss 095078066055040334 True ... View the full answer
Related Book For
Business Statistics A First Course
ISBN: 978-0321979018
7th edition
Authors: David M. Levine, Kathryn A. Szabat, David F. Stephan
Posted Date:
Students also viewed these accounting questions
-
Plot the curve r = 4 sin(3 / 2), 0 4, and then find its length.
-
Use Find the probability of a false positive or false negative. What does the result suggest about the tests accuracy? Use these results from the 1-Panel-THC test for marijuana use, which is provided...
-
Your teacher gives a true false pop quiz with 10 questions. a. Show that the number of possible outcomes for the sample space of possible sequences of 10 answers is 1024. b. What is the complement of...
-
1:When developing a marketing strategy for business customers, it is essential to understand the process the business goes through when making a buying decision. Knowledge of business buying behavior...
-
The government, fearful that a titanium shortage could jeopardize national security, imposes a tax of $2/oz on the retail price of this rare metal. It collects the tax from titanium sellers. The...
-
Describe the real option in each of the following cases: a. Deutsche Metall postpones a major plant expansion. The expansion has positive NPV on a discounted-cash-flow basis but top management wants...
-
Copy, the verbal portion of advertising, is used to move readers through a persuasive sequence called AIDA: attention, interest, desire, and action. To achieve this, some copywriters have adopted...
-
The Fair View Golf & Country Club details the following accounts in its financial statements. Instructions(a) Classify each of the above accounts as an asset (A), liability (L), stockholders?? equity...
-
Evaluate the integral. dt B) 25 D
-
Problem 9 (50 Points) An air-cooled aluminum heat sink is used to keep electronics cool (see image and diagram). The cooling requirements are being significantly increased. To increase the rate of...
-
English can be a firm language, but sometimes a word from another English language expresses something you miss. Such is the case of a special and interesting emotional feeling known by a German...
-
Mention and explain 5 contemporary computer crimes and 5 traditional crimes that you found in your search. Describe the characteristics of a traditional crime and a contemporary (computer) crime....
-
Calculate the principal paid in your first loan payment if you borrowed $50,000, amortized over 9 years with monthly payments and monthly compounding at 4.0% APR. Is your second month principal...
-
BE 23-4 Factory Overhead Volume Variance Obj. 4 Bellingham Company produced 15,000 units of product that required 4 standard direct labor hours per unit. The standard fixed overhead cost per unit is...
-
Problem: The buyers can just afford to make the payments on the existing first and second encumbrances on the house they wish to buy. They do not have enough money to cash the seller out. How can...
-
Jagger has a car loan payment of $325 per month, a mortgage on his condo of $1700 per month, and he is on a monthly payment plan to pay off his GAP Store Credit card at $75 per month. His income as a...
-
20 4 points Skipped Ana Perez is the plant manager of Travel Free's Indiana plant. The Camper and Trailer operating departments manufacture products and have their own managers. The Office...
-
How do the principles of (a) Physical controls and (b) Documentation controls apply to cash disbursements?
-
The manufacturing company in Problem 2.20 also produces electric insulators. If the insulators break when in use, a short circuit is likely to occur. To test the strength of the insulators,...
-
A survey was completed by senior level marketers on marketer expectations and perspectives going into the next year for such things as marketing spending levels, media usage, and new business...
-
Referring to Problem 13.60, instead of predicting the unit density, you now wish to predict the foam diameter from results stored in PackagingFoam4 . Develop a multiple regression model that uses die...
-
The following information is provided for Shaq Co. for the new product it recently introduced. Total unit cost \($30\) Desired ROI per unit \($10\) Target selling price \($40\) What would be Shaq...
-
Sprague Company is considering developing a new product. The company has gathered the following information on this product. Expected total unit cost Estimated investment for new product Desired ROI...
-
Bristle Brush Company operates in a state where corporate taxes and workers' compensation insurance rates have recently doubled. Bristle's president has just assigned you the task of preparing an...
Study smarter with the SolutionInn App