The input table, admissions_train, contains data about applicants to an academic program. For each applicant, attributes in the table include a Masters Degree indicator, a grade point average (on a 4.0 scale), a statistical skills indicator, a programming skills indicator, and an indicator of whether the applicant was admitted. The Masters Degree, statistical skills, and programming skills indicators are categorical variables. Masters degree has two categories (yes or no), while the other two have three categories (Novice, Beginner and Advanced). For admitted status, 1 indicates that the student was admitted and 0 indicates otherwise.
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 |