TD_SVMPredict Examples | SVMPredict | Teradata Vantage - Examples: How to Use TD_SVMPredict - Analytics Database

The following data set is used in the examples.

Model

Example: TD_SVMPredict Call Using Regression

CREATE VOLATILE TABLE svm_m0del_predict_cal_housing AS (
SELECT * from TD_SVMPredict (
      ON cal_housing_ex_scaled AS INPUTTABLE
      ON svm_model_cal_housing AS ModelTable DIMENSION
      USING
      IDColumn ('id')
      Accumulate('MedHouseVal')
) AS dt
) WITH DATA
ON COMMIT PRESERVE ROWS;

TD_SVMPredict Output for Regression

Classification iris Data Set

Example: TD_SVMPredict Call Using Classification

CREATE VOLATILE TABLE svm_model_predict_iris_data AS (
SELECT * FROM TD_SVMPredict (
 ON iris_data AS INPUTTABLE
 ON svm_model_iris_data AS ModelTable DIMENSION
 USING
 IdColumn('id')
 Accumulate('label')
 OutputProb('true')
 Responses('0','1')
 ) AS dt
 ) WITH DATA
ON COMMIT PRESERVE ROWS;

TD_SVMPredict Output for Classification