Salesforce Exam ANC-201 Topic 5 Question 11 Discussion

Actual exam question for Salesforce's ANC-201 exam

Question #: 11
Topic #: 5

[All ANC-201 Questions]

After the initial creation of a model, the first model insight explains

93% of the variation of the outcome variable. This is unusually high.

What is the most likely reason for this?

AThe dataset contains multiple dominant values.

BThe model contains too many outlier values.

CThe outcome variable may be causing data leakage.

Show Suggested Answer

Suggested Answer: A

https://help.salesforce.com/articleView?id=bi_security_datasets_row_level.htm

https://help.salesforce.com/articleView?id=managing_the_sharing_model.htm&type=5

by Mirta at Jan 08, 2023, 11:29 AM

Limited Time Offer

25%

Off

Get Premium ANC-201 Questions as Interactive Web-Based Practice Test or PDF

Contribute your Thoughts:

Submit Cancel

Cristal

2 days ago

Data leakage, for sure. It's the only option that makes sense given how high the variation explained is. Someone's been peeking at the test answers!

upvoted 0 times

...

Dexter

13 days ago

Multiple dominant values, huh? That could definitely skew the results. Gotta watch out for those sneaky outliers too.

upvoted 0 times

...

Kimi

18 days ago

But what if the outcome variable is causing data leakage? That could also be a reason.

upvoted 0 times

...

Dyan

19 days ago

Wow, 93% variation explained? That's insanely high! My money's on data leakage, it's the most likely culprit here.

upvoted 0 times

Renea

6 days ago

A) The dataset contains multiple dominant values.

upvoted 0 times

...

Alaine

21 days ago

I agree with Selma. That could explain the high variation explained by the model.

upvoted 0 times

...

Selma

25 days ago

I think the dataset contains multiple dominant values.

upvoted 0 times

...