The input table, admissions_train, has one numerical predictor (gpa) and three categorical predictors (masters, stats, programming) that together determine the binary outcome of whether a student is admitted (1) or not (0).
id | masters | gpa | stats | programming | admitted |
---|---|---|---|---|---|
1 | yes | 3.95 | Beginner | Beginner | 0 |
2 | yes | 3.76 | Beginner | Beginner | 0 |
3 | no | 3.7 | Novice | Beginner | 1 |
4 | yes | 3.5 | Beginner | Novice | 1 |
5 | no | 3.44 | Novice | Novice | 0 |
6 | yes | 3.5 | Beginner | Advanced | 1 |
7 | yes | 2.33 | Novice | Novice | 1 |
8 | no | 3.6 | Beginner | Advanced | 1 |
9 | no | 3.82 | Advanced | Advanced | 1 |
10 | no | 3.71 | Advanced | Advanced | 1 |
11 | no | 3.13 | Advanced | Advanced | 1 |
12 | no | 3.65 | Novice | Novice | 1 |
13 | no | 4 | Advanced | Novice | 1 |
14 | yes | 3.45 | Advanced | Advanced | 0 |
15 | yes | 4 | Advanced | Advanced | 1 |
16 | no | 3.7 | Advanced | Advanced | 1 |
17 | no | 3.83 | Advanced | Advanced | 1 |
18 | yes | 3.81 | Advanced | Advanced | 1 |
19 | yes | 1.98 | Advanced | Advanced | 0 |
20 | yes | 3.9 | Advanced | Advanced | 1 |
21 | no | 3.87 | Novice | Beginner | 1 |
22 | yes | 3.46 | Novice | Beginner | 0 |
23 | yes | 3.59 | Advanced | Novice | 1 |
24 | no | 1.87 | Advanced | Novice | 1 |
25 | no | 3.96 | Advanced | Advanced | 1 |
26 | yes | 3.57 | Advanced | Advanced | 1 |
27 | yes | 3.96 | Advanced | Advanced | 0 |
28 | no | 3.93 | Advanced | Advanced | 1 |
29 | yes | 4 | Novice | Beginner | 0 |
30 | yes | 3.79 | Advanced | Novice | 0 |
31 | yes | 3.5 | Advanced | Beginner | 1 |
32 | yes | 3.46 | Advanced | Beginner | 0 |
33 | no | 3.55 | Novice | Novice | 1 |
34 | yes | 3.85 | Advanced | Beginner | 0 |
35 | no | 3.68 | Novice | Beginner | 1 |
36 | no | 3 | Advanced | Novice | 0 |
37 | no | 3.52 | Novice | Novice | 1 |
38 | yes | 2.65 | Advanced | Beginner | 1 |
39 | yes | 3.75 | Advanced | Beginner | 0 |
40 | yes | 3.95 | Novice | Beginner | 0 |