Data mining6

Consider the dataset, S given below:
Elevation Road TypeSpeed LimitSpeed
steepUnevenYesSlow
steepSmooth YesSlow
flatUnevenNoFast
steepSmoothNoFast
Elevation, Road Type and Speed Limit are the features and Speed is the target label that we want to predict.

0. Find the feature on which the parent node must be chosen to split the dataset, S based on information gain:

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