DATABRICKS-CERTIFIED-PROFESSIONAL-DATA-SCIENTIST · Question #40
In which of the scenario you can use the linear regression model?
The correct answer is A. Predicting Home Price based on the location and house area B. Predicting demand of the goods and services based on the weather C. Predicting tumor size reduction based on input as number of radiation treatment D. Predicting sales of the text book based on the number of students in state. You can use the linear regression model for predicting the continuous output variable based on the input variables. In all the cases mentioned in the question option, you can see that output can be predicted based on the input variable. Option-A: Input: Location, House Area and…
Question
In which of the scenario you can use the linear regression model?
Options
- APredicting Home Price based on the location and house area
- BPredicting demand of the goods and services based on the weather
- CPredicting tumor size reduction based on input as number of radiation treatment
- DPredicting sales of the text book based on the number of students in state
How the community answered
(47 responses)- A100% (47)
Explanation
You can use the linear regression model for predicting the continuous output variable based on the input variables. In all the cases mentioned in the question option, you can see that output can be predicted based on the input variable. Option-A: Input: Location, House Area and Output: House Price Option-B : Input: Weather condition, Output: Demand for the goods and services Option-C : Input: Number of Radiation Session Output: Tumor Size Reduction Option-D : Input: Number of students and Output: Sale quantity of text book
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