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 3 Onscreen Output
dfDevRatio devRatio dfDev deviance lambda
0 0 15 185.008826 33.4451683575075
3 0.495555028370924 12 93.3267719826986 12.0195703031457
4 0.825255933667388 11 32.3291945626626 4.31960959885052
4 0.930305894169471 11 12.8940246988259 1.55238719986506
4 0.951974575788374 11 8.88512735154485 0.557899033039046
4 0.957608388774071 11 7.84282222515759 0.200498516795911
4 0.963457573112318 11 6.76067149768095 0.0720554309233708
4 0.971089487544852 11 5.34869996838526 0.0258953792203741
4 0.980005044362085 11 3.69924326849269 0.00930631676715827
4 0.984687706599481 11 2.83290942539757 0.00334451683575075
GLM2 Example 3 Regularization Table glm2_3regularization (Columns 1-5)
df_dev_ratio deviance_ratio df_dev deviance lambda
0 0 15 185.008826 33.4451683575075
3 0.495555028370924 12 93.3267719826986 12.0195703031457
4 0.825255933667388 11 32.3291945626626 4.31960959885052
4 0.930305894169471 11 12.8940246988259 1.55238719986506
4 0.951974575788374 11 8.88512735154485 0.557899033039046
4 0.957608388774071 11 7.84282222515759 0.200498516795911
4 0.963457573112318 11 6.76067149768095 0.0720554309233708
4 0.971089487544852 11 5.34869996838526 0.0258953792203741
4 0.980005044362085 11 3.69924326849269 0.00930631676715827
4 0.984687706599481 11 2.83290942539757 0.00334451683575075
GLM2 Example 3 Regularization Table glm2_3regularization (Columns 6-10)
intercept armed_forces gnp gnp_deflator population
65.317 0 0 0 0
54.8218575447 0 0.0036713396 0.0326415425 0.0489911516
43.8369917073 0.0017090903 0.0074174574 0.0652234077 0.0981636428
37.154679985 0.0024827573 0.0101765417 0.0856518657 0.126554407
35.1825736622 0.0024452942 0.0125438456 0.093815729 0.1285468441
37.4679867235 0.0020860735 0.0163287498 0.0905074779 0.1002494791
45.5465937467 0.0013152824 0.0244413997 0.0730722137 0.0214742023
58.8296374248 0.0002910015 0.0379400515 0.0279059919 -0.0948299091
81.0307817472 -0.0015741337 0.0585698986 -0.0217865608 -0.3048408138
100.3707843847 -0.0030991548 0.0773443707 -0.0790919789 -0.4785227208