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)

For the sequence used in this example (id=17), the output table shows the final sequence_probability given by each model. For model 1, based on defaulted loans, the final sequence probability is 1.74 E-09. For model 2, based on paid loans, the final sequence probability is 3.13 E-20. Because the sequence probability is higher for the model based on defaulted loans, this sequence is considered a potential loan default.

HMMEvaluator Example Output Table
model_id seq_id observed_id sequence_probability
1 17 1 0.993584742274833
1 17 1 0.851505310052646
1 17 1 0.729260447782143
1 17 1 0.624564355984876
1 17 1 0.534898929195643
1 17 1 0.458106297146588
1 17 1 0.392338380263591
1 17 2 0.00358854867114758
1 17 1 0.000401495697642893
1 17 1 0.00026980372354861
1 17 1 0.00023093168726785
1 17 1 0.000197777640704223
1 17 1 0.000169383741802722
1 17 1 0.000145066206936303
1 17 3 3.36084804243903e-06
1 17 4 7.98372410594703e-07
1 17 5 1.58729988019435e-07
1 17 6 1.05435855365332e-07
1 17 6 5.7911331859339e-08
1 17 6 3.77256426226253e-08
1 17 6 2.10830918021873e-08
1 17 6 1.35206328300816e-08
1 17 6 7.66239716502205e-09
1 17 6 4.85221627629922e-09
1 17 6 2.78103185612748e-09
1 17 6 1.74324702481316e-09
2 17 1 0.980389981473457
2 17 1 0.857908863735501
2 17 1 0.72057154568008
2 17 1 0.593696584487765
2 17 1 0.485393734573205
2 17 1 0.395244199718448
2 17 1 0.321329565874656
2 17 2 0.00804174571505229
2 17 1 0.006257126737294
2 17 1 0.00485161500208196
2 17 1 0.00391022519558841
2 17 1 0.003136639612957
2 17 1 0.00254436934344932
2 17 1 0.00205892814732463
2 17 3 0.000117258620385012
2 17 4 1.49044721206875e-05
2 17 5 8.28281995237949e-07
2 17 6 3.6659469863682e-08
2 17 6 8.74083676644003e-10
2 17 6 3.47433552040545e-11
2 17 6 9.01243772422103e-13
2 17 6 3.33090622426949e-14
2 17 6 9.1607521394785e-16
2 17 6 3.22066536691838e-17
2 17 6 9.22501807653862e-19
2 17 6 3.13332757322232e-20