SVMDensePredict Example: Polynomial Model | Teradata Vantage - SVMDensePredict Example: Polynomial Model - 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
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rnn1580259159235.ditamap
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dita:id
B700-4003
lifecycle
previous
Product Category
Teradata Vantageā„¢

Input

SQL Call

SELECT * FROM SVMDensePredict (
  ON svm_iris_test AS InputTable PARTITION BY ANY
  ON densesvm_iris_polynomial_model AS Model DIMENSION
  USING
  IdColumn ('id')
  TargetColumns ('[1:4]')
  Accumulate ('id','species')
) AS dt ORDER BY id;

Output

 id predict_value    predict_confidence species
--- ------------- --------------------- ----------
 10 setosa        9.98769473221666E-001 setosa
  5 setosa        9.99937759758809E-001 setosa
 65 versicolor    9.99999999893766E-001 versicolor
 20 setosa        9.99961221612293E-001 setosa
 60 versicolor    9.99998361499087E-001 versicolor
 75 versicolor    1.00000000000000E 000 versicolor
115 virginica     1.00000000000000E 000 virginica
 90 versicolor    9.99999998869915E-001 versicolor
130 versicolor    9.99999999999998E-001 virginica
 25 setosa        9.90297655725013E-001 setosa
145 virginica     1.00000000000000E 000 virginica
 40 setosa        9.99871345035593E-001 setosa
 80 versicolor    9.99999998816400E-001 versicolor
120 versicolor    6.20924228853934E-001 virginica
 55 versicolor    9.99999999999998E-001 versicolor
 95 versicolor    9.99999999986587E-001 versicolor
135 virginica     9.99997037038602E-001 virginica
110 virginica     1.00000000000000E 000 virginica
150 virginica     9.99055086556359E-001 virginica
 35 setosa        9.98705595423770E-001 setosa
 50 setosa        9.99748925296680E-001 setosa
105 virginica     1.00000000000000E 000 virginica
 15 setosa        9.99999822892320E-001 setosa
 30 setosa        9.98748168562453E-001 setosa
 70 versicolor    9.99999999999670E-001 versicolor
 45 setosa        9.99900491699706E-001 setosa
 85 versicolor    9.99999999885339E-001 versicolor
125 virginica     1.00000000000000E 000 virginica
100 versicolor    9.99999999999295E-001 versicolor
140 virginica     1.00000000000000E 000 virginica

Download a zip file of all examples and a SQL script file that creates their input tables.