1.0 - 8.00 - SVMSparseSummary Example 1: OutputSummary ('true') - 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)

Input

SQL Call

SELECT DISTINCT * FROM SVMSparseSummary (
  ON svm_iris_input_train AS "input" PARTITION BY 1
  ON svm_iris_model AS model DIMENSION
  USING
  AttributeNameColumn ('attribute')
  OutputSummary ('true')
) AS dt;

Output

message
The corresponding training parameters are cost:1.0 bias:0.0
The model is not converged after 150 steps with epsilon 0.01, the average value of the loss function for the training set is 35.46831950524983 The model is trained with 120 samples and 4 unique attributes
There are 3 different classes in the training set