CoxSurvival Example | Teradata Vantage - CoxSurvival Input - Teradata Vantage

Machine Learning Engine Analytic Function Reference

Product
Teradata Vantage
Release Number
9.02
9.01
2.0
1.3
Published
February 2022
Language
English (United States)
Last Update
2022-02-10
dita:mapPath
rnn1580259159235.ditamap
dita:ditavalPath
ybt1582220416951.ditaval
dita:id
B700-4003
lifecycle
previous
Product Category
Teradata Vantage™
Table Description
CoxLinearPredictors CoxPH Output. Has same schema as LinearPredictorTable.
CoxCoeffModel CoxPH output. Has same schema as CoefficientTable.
PredictorValues Contains prediction variable values.

PredictorValues Schema

Column Data Type Description
prediction_variable Any [Column appears once for each specified prediction_variable.] Prediction variable value.
accumulate_column Any [Column appears once for each specified accumulate_column.] Column to copy to OutputTable.
PredictorValues Example
id x1 x2 x3 x4
1 a b c d

For the row in the preceding table, the function computes this survival probability:

S(t) = S0(t)x1*a + βx2*b + βx3*c + βx4*d)