7.00.02 - Output - Aster Analytics

Teradata Aster® Analytics Foundation User GuideUpdate 2

Product
Aster Analytics
Release Number
7.00.02
Published
September 2017
Content Type
Programming Reference
User Guide
Publication ID
B700-1022-700K
Language
English (United States)
Last Update
2018-04-17

The function outputs information to the screen and creates two output tables.

GLM2 Example 1 Onscreen Output
dfDevRatio devRatio dfDev deviance lambda
0 2.3155999606359e-15 199 287.672234452864 0.522060074545705
1 0.252835382560055 198 214.938515003069 0.187618662922922
1 0.285724516586101 198 205.477224328577 0.0674266514397151
2 0.291092364886125 197 203.933043413905 0.024231882124864
2 0.292547804908229 197 203.514353730634 0.00870848690800394
2 0.292738550188869 197 203.459481609541 0.00312966792410483
2 0.29276365104296 197 203.452260790758 0.0011247443348819
2 0.29276688972071 197 203.451329113093 0.000404212155898542
2 0.292767310601548 197 203.451208037361 0.000145266316894411
2 0.292767359699846 197 203.451193913144 5.22060074545706e-05
GLM2 Example 1 Model Table glm2_lasso_model
group information value
A FAMILY : POISSON  
A RESPONSE : num_awards  
A REGULARIZER : LASSO  
A CONVERGED : true  
A NUMOBSERVATIONS 200
B has_intercept 1
B alpha 1
B devnull 287.672234452865
B maxNumLambdas 10
B maxIterNum 100000
B threshold 1e-07
B minLambdaRatio 0.0001
B iterationNum 79
B minLambda 5.22060074545706e-05
C intercept -5.5766613646
C math 0.0861044506
C prog 0.1230769507
GLM2 Example 1 Regularization Table glm2_regularization (Columns 1-4)
df_dev_ratio deviance_ratio df_dev deviance
0 2.3155999606359e-15 199 287.672234452864
1 0.252835382560055 198 214.938515003069
1 0.285724516586101 198 205.477224328577
2 0.291092364886125 197 203.933043413905
2 0.292547804908229 197 203.514353730634
2 0.292738550188869 197 203.459481609541
2 0.29276365104296 197 203.452260790758
2 0.29276688972071 197 203.451329113093
2 0.292767310601548 197 203.451208037361
2 0.292767359699846 197 203.451193913144
GLM2 Example 1 Regularization Table glm2_regularization (Columns 5-8)
lambda intercept math prog
0.522060074545705 -0.4620354596 0 0
0.187618662922922 -3.474053956 0.0546564845 0
0.0674266514397151 -4.6383122967 0.0745575487 0
0.024231882124864 -5.1481338496 0.0819282453 0.0350038202
0.00870848690800394 -5.4215383741 0.0846018544 0.0911403822
0.00312966792410483 -5.5210823104 0.0855658029 0.1116709262
0.0011247443348819 -5.5575725933 0.0859216969 0.1190959763
0.000404212155898542 -5.5706478142 0.0860486438 0.1217705047
0.000145266316894411 -5.5753457856 0.0860942091 0.1227324598
5.22060074545706e-05 -5.5766613646 0.0861044506 0.1230769507