7.00.02 - Output - Aster Analytics

Teradata Aster® Analytics Foundation User GuideUpdate 2

Product
Aster Analytics
Release Number
7.00.02
Release Date
September 2017
Content Type
Programming Reference
User Guide
Publication ID
B700-1022-700K
Language
English (United States)

The function outputs information to the screen and creates two output tables. The model table is not shown here.

GLM2 Example 2 Onscreen Output
dfDevRatio devRatio dfDev deviance lambda
0 0 39 51.7957311227706 216.083130280731
6 0.00164825659995313 33 51.7103584670981 77.6562506120565
6 0.00453438694628144 33 51.5608692356944 27.9082094529445
6 0.0122307765430854 33 51.1622291095222 10.0296904464313
6 0.0313506707268246 33 50.1719002112855 3.60448385701157
6 0.0714771723905868 33 48.0935187202118 1.29538433362914
6 0.132326934855416 33 44.9417607846991 0.465536991807485
6 0.191442862387798 33 41.8798080971586 0.167305320216424
6 0.228448387997473 33 39.9630798426231 0.0601264145820994
6 0.2437883725835 33 39.1685341255778 0.0216083130280731
GLM2 Example 2 Regularization Table glm2_2regularization (Columns 1-4)
df_dev_ratio deviance_ratio df_dev deviance
0 0 39 51.7957311227706
6 0.00164825659995313 33 51.7103584670981
6 0.00453438694628144 33 51.5608692356944
6 0.0122307765430854 33 51.1622291095222
6 0.0313506707268246 33 50.1719002112855
6 0.0714771723905868 33 48.0935187202118
6 0.132326934855416 33 44.9417607846991
6 0.191442862387798 33 41.8798080971586
6 0.228448387997473 33 39.9630798426231
6 0.2437883725835 33 39.1685341255778
GLM2 Example 2 Regularization Table glm2_2regularization (Columns 5-8)
lambda intercept gpa masters_yes
216.083130280731 0.6190392084 -0 -0
77.6562506120565 0.6244703657 -0.0002657335 -0.0055716531
27.9082094529445 0.6340226614 -0.0007208063 -0.0153981003
10.0296904464313 0.6597683095 -0.0018694488 -0.0420539111
3.60448385701157 0.7256166026 -0.0042964122 -0.1113489309
1.29538433362914 0.8750560357 -0.0072555821 -0.2739921211
0.465536991807485 1.1529184558 -0.0062498019 -0.5862205516
0.167305320216424 1.5819520541 -0.0054173069 -1.0345059039
0.0601264145820994 2.1411288741 -0.0253104343 -1.5024463472
0.0216083130280731 2.6727140074 -0.0610158153 -1.8601449007
GLM2 Example 2 Regularization Table glm2_2regularization (Columns 9-12)
programming_beginner programming_novice stats_beginner stats_novice
-0 0 -0 -0
-0.0050407358 0.0013575168 -0.000727557 -0.0002425326
-0.0139177768 0.0037043543 -0.0019840785 -0.0006762965
-0.0379125023 0.0097655079 -0.0052208953 -0.001889708
-0.0996760118 0.0234260316 -0.0124548896 -0.0052622636
-0.240858846 0.043509692 -0.0227188283 -0.013970035
-0.4961953742 0.0348997352 -0.016655652 -0.0306068568
-0.8337267959 -0.0842809189 0.0476614506 -0.0454722578
-1.1771181428 -0.3400969929 0.1821811309 -0.0393956514
-1.4574162679 -0.6238441031 0.3326284335 -0.0126211852