Question: Suppose I am facing a highly imbalanced classification problem, where the number of yes cases is significantly low compared to the number of no cases.

Suppose I am facing a highly imbalanced classification problem, where the number of "yes" cases is significantly low compared to the number of "no" cases. In this situation, what is likely the worst error metric to use when evaluating potential classifiers on the training data? A. Percent correct. B. Recall. C. F1 D. AUC E. Any of the above would be fine

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 Mathematics Questions!

Q:

Question: What as the average weekly safety inventory level of refined sugar from the beginning January 2022 to the end of July 2022? A. 512,465.9691 metric tons per week B. 316,002.1474 metric tons...

Q:

Algorithms in Artificial Intelligence (or, the old name: Introduction to Algorithmic Decision Making) Part 1 Based on slides by David Sarne and Lirong Xia Course Tentative Schedule Introduction...

Q:

As part of its public sector modernization effort, a North African government has put a lot of effort and allocated significant budgets since 1997 to modernize one of its main public sector...

Q:

I would highly appreciate your kind answers to the questions includedin the attached case study which was provided by my financial accouting professor. thank you. ISSUES IN ACCOUNTING EDUCATION Vol....

Q:

Wesleyan Economic Working Papers http://repec.wesleyan.edu/ No: 2012-006 Closing the Gender Gap: What Would It Take? Joyce P. Jacobsen January, 2012 Department of Economics Public Affairs Center 238...

Q:

Management 587 Case/Assignment/Summary Activity Name Texas A&M-Commerce In partial fulfillment of the requirements for MGT 587 Professor Lloyd M. Basham June 8, 2014 (The above [and the next 3 lines]...

Q:

Given the findings presented by Desir et al. 2010, what evidence do they provide that might explain why there were so many people who opposed the proposed standard to enhance disclosures on expected...

Q:

Given the findings presented by Desir et al. 2010, what evidence do they provide that might explain why there were so many people who opposed the proposed standard to enhance disclosures on expected...

Q:

Given the findings presented by Desir et al. 2010, what evidence do they provide that might explain why there were so many people who opposed the proposed standard to enhance disclosures on expected...

Q:

Given the findings presented by Desir et al. 2010, what evidence do they provide that might explain why there were so many people who opposed the proposed standard to enhance disclosures on expected...

Q:

City Mortgage is a medium-sized mortgage company that employs about 25 people. Jenny Hernandez, who hasnbeen with the company for 10 years, is the production manager, overseeing its day-to-day...

Q:

Nucor, a steel manufacturer, reported net income for 2008 of $1,831 million on sales of $23,663 million. Interest expense for 2008 was $135 million, and minority interest was $314 million for 2008....

Q:

Mergers and acquisitions ( M & A ) are both corporate strategies aimed at increasing the present capabilities of an organisation. Sometimes both terms are misunderstood as simply adjoining two or...

Q:

Assume that you recently graduated and landed a job as a financial planner with Cicero Services, an investment advisory company. The Client presently owns a bond portfolio with $1 million invested in...

Q:

Assume that you recently graduated and landed a job as a financial planner with Cicero Services, an investment advisory company. The Client presently owns a bond portfolio with $1 million invested in...

Q:

Assume that you recently graduated and landed a job as a financial planner with Cicero Services, an investment advisory company. The Client presently owns a bond portfolio with $1 million invested in...

Q:

Discuss 4 implications and issues associated with this rapid growth of data?

Q:

Consi der a magnetic circuit given in the left figure. There is air gap with height of 2 mm. The magnetic material used as ferromagnetic core in the system has a 0.24 (m) nonlinear Btotal vs. H curve...

Q:

Determine if the overhead allocated to the product relates to a single plantwide overhead rate method, multiple production department factory overhead rate method, or activity-based costing...

Q:

1. What are the leading hypotheses for explaining the causes of ASD and ADHD?

Q:

2. What parallels occur between major depressive disorder and the anxiety disorders in terms of genetics, brain structure and function, and biochemistry?

Q:

1. What are the advantages and disadvantages of the use of medications to treat schizophrenia?