1.0 - 8.00 - SVMDenseSummary Example 2: ShowSummary ('false') - Teradata Vantage

Teradata® Vantage Machine Learning Engine Analytic Function Reference

Product
Teradata Vantage
Release Number
1.0
8.00
Release Date
May 2019
Content Type
Programming Reference
Publication ID
B700-4003-098K
Language
English (United States)

Set the ShowSummary argument to false to output the model parameters (weights, attributes, and so on).

Input

SQL Call

SELECT * FROM SVMDenseSummary (
  ON (SELECT TOP 1 * FROM svm_iris_train) AS "input" PARTITION BY 1
  ON densesvm_iris_rbf_model AS model DIMENSION
  USING
  AttributeColumns ('[1:4]')
  OutputSummary ('false')
)AS dt;

Output

classid classlabel attribute attributeid weight
0 setosa "sepal_width" 1 0.274284511713081
0 setosa "sepal_length" 0 0.220981058669053
1 versicolor "petal_length" 2 0.118612673139334
0 setosa "petal_length" 2 0.0993054686366488
1 versicolor "petal_width" 3 0.0628660763937629
0 setosa "petal_width" 3 0.0565514286325537
1 versicolor "sepal_length" 0 0.00576898099400386
2 virginica "sepal_width" 1 -0.0649144142165755
2 virginica "petal_width" 3 -0.129979299013896
1 versicolor "sepal_width" 1 -0.178952110440875
2 virginica "sepal_length" 0 -0.20068598293169
2 virginica "petal_length" 2 -0.220560454656589