Question: When the threshold value for binary classification increases, what happens? a. Sensitivity decreases and specificity increases. b. F1 score increases. c. Precision increases. d. Accuracy

When the threshold value for binary classification increases, what happens?

a. Sensitivity decreases and specificity increases.

b. F1 score increases.

c. Precision increases.

d. Accuracy decreases.

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock

When the threshold value for binary classification increases d Accuracy decreases Increasing the thr... View full answer

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 Business Analytics Data Questions!

Q:

QUIZ... Let D be a poset and let f : D D be a monotone function. (i) Give the definition of the least pre-fixed point, fix (f), of f. Show that fix (f) is a fixed point of f. [5 marks] (ii) Show that...

Q:

Contrast the profitability that Dr. Lopez faces by using the cash basis of accounting with the profitability he faces by using the accrual basis of accounting for the month of July. What if Dr. Lopez...

Q:

Give Correct ANSWERS Human-Computer Interaction (a) If you had been one of the original inventors of the WIMP interface, and engineers on the technical team had been sceptical about the advantages...

Q:

D Question 47 2 pts The difference between the statistical regression models and the neural network model is(are) O c. The regression models have no output layer O All of a., b., and c. O a. The...

Q:

Machine Learning Question a) You are developing a machine learning model that predicts how many views a Youtube video will get a numeric value). What would be a good metric to evaluate your model? I....

Q:

Please help me with the attached article review. I have attached the instructions as well as the scholarly article to use. The topic is Time Value of Money Analysis. Time value of money analysis...

Q:

Please Read the article by clicking the link below then Read the article "Using Binary Logistic Regression to Investigate High Employee Turnover" available under Content forModule 6 (The 2 power...

Q:

Assignment: Brief 2: Portal Corporation Purpose To assess your ability to: define and illustrate a cost object distinguish between direct costs and indirect costs explain variable costs and fixed...

Q:

A bank uses a composite score based on the customer's age, average checking account balance, having a mortgage, job status, marital status, and level of education to predict the probability (between...

Q:

Critical review of the Reading Summary of the reading Critical evaluation of the reading It is tempting to assume that climate change equally influences the lives of women and men because the most...

Q:

Explain briefly the application of the LCM rule to ending inventory . Describe its effect on the balance sheet and income statement when market is lower than cost.

Q:

Students are expected to use the course's ideas and frameworks to analyze the company's profitability today and its prospects for performance over the next five years. The deliverable is expected to...

Q:

What if Timco's dividends grow at 6 % per year forever? ( 4 6 . 9 0 )

Q:

Consider the model of a firm that produces final goods using R&D and components as inputs, with cost data as follows: Components: Total costs of production = PC QC = 200 Earnings of high-skilled...

Q:

Several decision criteria besides EMV are suggested in the section. For each of the following criteria, rank all three decisions in Figure 6.1 from best to worst. a. Look only at the worst possible...

Q:

In the file Bayes Rule for Disease.xlsx, explain why the probabilities in cells B9 and B10 (or those in cells C9 and C10) do not necessarily sum to 1, but why the probabilities in cells B9 and C9 (or...

Q:

In using Bayes' rule for the presence of a disease (see Figure 6.17 and the file Bayes Rule for Disease.xlsx), we assumed that there are only two test results, positive or negative. Suppose there is...

Q:

eBook Question Content Area Unit Information with BWIP, FIFO Method Jackson Products produces a barbeque sauce using three departments: Cooking, Mixing, and Bottling. In the Cooking Department, all...

Q:

Nicklin Corporation is considering two alternatives, code-named M and N. Costs associated with the alternatives are listed below: Alternative M $ 69,000 Alternative N Supplies costs Power costs...

Q:

Ross and Phoebe Gellar, a married couple, have two qualified dependent children ages 9 and 18 years old (make up names and social security numbers). In 2022, the Gellar's reported the following items...