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CertNexus Exam AIP-210 Topic 5 Question 13 Discussion

Actual exam question for CertNexus's AIP-210 exam
Question #: 13
Topic #: 5
[All AIP-210 Questions]

R-squared is a statistical measure that:

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Suggested Answer: B

Workflow design patterns for machine learning pipelines are common solutions to recurring problems in building and managing machine learning workflows. One of these patterns is to represent a pipeline with a directed acyclic graph (DAG), which is a graph that consists of nodes and edges, where each node represents a step or task in the pipeline, and each edge represents a dependency or order between the tasks. A DAG has no cycles, meaning there is no way to start at one node and return to it by following the edges. A DAG can help visualize and organize the pipeline, as well as facilitate parallel execution, fault tolerance, and reproducibility.


by Roxane at Mar 09, 2024, 04:33 PM

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Peter
1 months ago
If I had a dollar for every time I've seen this question on a stats exam, I'd be a millionaire by now.
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Noel
15 days ago
B) Expresses the extent to which two variables are linearly related.
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Jeanice
1 months ago
This question is as clear as mud. I'm just going to close my eyes and pick one. *throws dart at answer choices*
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Helene
1 months ago
Hmm, D kind of sounds like it could be right, but C is more specific and detailed. I'll go with C.
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Stephanie
7 days ago
Yes, C is the right answer as it specifically relates to the proportion of variance explained by independent variables. Well done!
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Isidra
12 days ago
I agree, C is the correct answer because it explains the proportion of variance in the dependent variable. Good choice.
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Felix
16 days ago
I think D is more about the relationship between two variables, while C is about explaining variance. I'll choose C.
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Latrice
2 months ago
Option B seems to best capture the essence of R-squared. I'm leaning that way.
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Myra
24 days ago
C) Is the proportion of the variance for a dependent variable that's explained by independent variables.
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Ricarda
1 months ago
Yes, R-squared measures the extent to which two variables are linearly related.
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Jeannetta
1 months ago
B) Expresses the extent to which two variables are linearly related.
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Hubert
1 months ago
I agree, option B is the correct definition of R-squared.
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Kenneth
2 months ago
The wording in C sounds spot on to me. Gotta go with that one.
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Alyssa
2 months ago
I think R-squared is about the proportion of variance explained, so I'm going with C.
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Nelida
2 months ago
I'm not sure, but I think it might be D.
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Ernest
2 months ago
I agree with Lindsay, R-squared measures the proportion of variance explained by independent variables.
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Lindsay
3 months ago
I think the answer is C.
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