00:01
Hello student, given the choice of the linear regression versus logistic regression versus decision tree, select the modeling technique that is suitable for evaluating the car traveling capability around the city.
00:13
Then here dependent variable is the car traveling capability around the city and there are the number of independent variables are given there are more than 10 variables are there and we have to select that which variable is the more impact on the car traveling capability around the city.
00:54
Then first then we have to find now independent variables.
00:59
Then the first independent variable which we are going to choose is our engine size because we know that engine size can affect a car powers and the fuel efficiency car powers and fuel efficiency and generally larger engine size tends to have in the more power but the lower fuel efficiency.
01:35
That's why this is our one important independent variable.
01:40
The next independent variable which we are going to choose is horsepower and the maximum horsepower is a measure of the car engine power.
01:51
It's our car engine power then higher horsepower generally indicates the better performance but can also result in the lower fuel efficiency.
02:04
Then this is also one important independent variable.
02:07
Then next one is mpg highway.
02:15
Although this variable represent the car fuel efficiency on the highway it can still provide the some insights into the car overall fuel efficiency.
02:28
A car with the higher mpg on a highway is like to have in the better fuel efficiency.
02:35
Higher mpg is the better fuel efficiency...