Question: You trained a binary classifier model which gived a very high accuracy and specificity on the test data, but shows poor sensitivity . Which of

You trained a binary classifier model which gived a very high accuracy and specificity on the test data, but shows poor sensitivity. Which of the following is true?
Group of answer choices
There are a lot more negative classes in the response.
There are a lot more positive classes in the response.
The response is well balanced.
This is an example of overfitting.

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 Programming Questions!

Q:

MGMT 490/590: Predictive Analytics Fall 2016 Instructor: Matthew A. Lanham Homework #3 [100 possible points - every question worth 5 points] Due: Thursday, October 27th, 2016 by Midnight Late...

Q:

Answer three questions below on the article. 1- Racial slur was mentioned in the article. Provide a definition for this term. And analyze how the association racial slur was related to the online...

Q:

Answer three questions below on the article. 1- Racial slur was mentioned in the article. Provide a definition for this term. And analyze how the association racial slur was related to the online...

Q:

Every year, millions of high school students apply and vie for acceptance to a college of their choice. For many students and their parents, this requires years of preparation, especially for those...

Q:

Business Research MethodologyQuestion Bank 1 1. When the marketing department of an organization attempts to determine the amount of time the managers in this department spend at their computers in...

Q:

Which of the statements about the components of a classification tree are true? Tick all that apply. O If we build a tree based on a sample of 500 observations, and run these same observations...

Q:

Which of the statements about the components of a classification tree are true? Tick all that apply. O If we build a tree based on a sample of 500 observations, and run these same observations...

Q:

Business Research Methodology- Question Bank 1 1. When the marketing department of an organization attempts to determine the amount of time the managers in this department spend at their computers in...

Q:

10. An experimenter has some degree of control over the: a. independent variable. b. correlative variable. c. history effect. d. All of the above, if the experiment is conducted properly. 11. If a...

Q:

Could you please explain the findings of the study? A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models Evangelia...

Q:

In "Creating Shared Value," Porter and Kramer argue that "The right kind of government regulation can encourage companies to pursue shared value; the wrong kind works against it and even makes...

Q:

The human ear is sometimes called a Fourier analyzer. What does this mean, and why is it an appropriate description?

Q:

getprectorio.com / secured#lockdown oring Enabled: Final Exam Which of the following about Agreed - Upon Procedures Engagements is false? 4 8 . 4 0 Multiple Choice Identify parties and describe...

Q:

14-foot piece of siding is cut into three pieces so that the second piece is twice as long as the first piece and the third piece is four times as long as the first piece. If x represents the length...