Input - Aster Analytics

Teradata Aster® Analytics Foundation User GuideUpdate 2

Product
Aster Analytics
Release Number
7.00.02
Published
September 2017
Language
English (United States)
Last Update
2018-04-17
dita:mapPath
uce1497542673292.ditamap
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AA-notempfilter_pdf_output.ditaval
dita:id
B700-1022
lifecycle
previous
Product Category
Software

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.

GLM Example 1 Input Table admissions_train
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