Dell-EMC
E20-007 · Question #81
Refer to the exhibit. You have run a linear regression model against your data, and have plotted true outcome versus predicted outcome. The R-squared of your model is 0.75. What is your assessment…
The correct answer is D. The R-squared may be biased upwards by the extreme-valued outcomes. Remove them and. See the full explanation below for the reasoning.
Question
Refer to the exhibit. You have run a linear regression model against your data, and have plotted true outcome versus predicted outcome. The R-squared of your model is 0.75. What is your assessment of the model?
Exhibit
Options
- AThe observations seem to come from two different populations,but this model fits them both
- BThe R-squared is good. The model should perform well.
- CThe extreme-valued outliers may negatively affect the model's performance. Remove them to
- DThe R-squared may be biased upwards by the extreme-valued outcomes. Remove them and
How the community answered
(22 responses)- A14% (3)
- B5% (1)
- C5% (1)
- D77% (17)
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