Based on the below table, use information gain to build a decision tree that shows the features influence road weight calculation.Rain FallTemperatureRoad StatusRoad WorksWeightNo RainHighClosedNormalYesNo RainHighClosedMaintenanceYesRainHighClosedMaintenanceYesHeavy RainHighClosedMaintenanceYesHeavy RainLowOpenMaintenanceYesHeavy RainLowOpenNormalNoRainLowOpenMaintenanceNoNo RainAverageClosedMaintenanceYesNo RainLowOpenMaintenanceNoHeavy RainAverageOpenMaintenanceNoNo RainAverageOpenMaintenanceNoRainAverageClosedMaintenanceYesRainHighOpenMaintenanceNoHeavy RainAverageClosedMaintenanceYes

For constructing a Decision tree, we have of to calculate information gain every attribute. The…

Answered: Based on the below table, use…

Structural Analysis

6th Edition

ISBN:9781337630931

Author:KASSIMALI, Aslam.

Publisher:KASSIMALI, Aslam.

Chapter2: Loads On Structures

Section: Chapter Questions

Problem 1P

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Based on the below table, use information gain to build a decision tree that shows the features influence road weight calculation.

Rain Fall	Temperature	Road Status	Road Works	Weight
No Rain	High	Closed	Normal	Yes
No Rain	High	Closed	Maintenance	Yes
Rain	High	Closed	Maintenance	Yes
Heavy Rain	High	Closed	Maintenance	Yes
Heavy Rain	Low	Open	Maintenance	Yes
Heavy Rain	Low	Open	Normal	No
Rain	Low	Open	Maintenance	No
No Rain	Average	Closed	Maintenance	Yes
No Rain	Low	Open	Maintenance	No
Heavy Rain	Average	Open	Maintenance	No
No Rain	Average	Open	Maintenance	No
Rain	Average	Closed	Maintenance	Yes
Rain	High	Open	Maintenance	No
Heavy Rain	Average	Closed	Maintenance	Yes

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