Exploring the Data¶
Here are some summary statistics describing the data set of student data.
| Statistic | Value |
|---|---|
| Total number of students | 395 |
| Number of students who passed | 265 |
| Number of students who failed | 130 |
| Number of features | 30 |
| Graduation rate of the class | 67.09% |
Passed¶
In the original data set, the target was a grade (ranging from 0 to 20) but has been re-cast here to a binary target (0 = didn’t pass, 1 = passed ). The target variable is named ‘passed’.
As noted above, 67% of the students passed.