Examples | Factor Analysis Scoring | Vantage Analytics Library - Examples - Vantage Analytics Library

Factor Analysis Model for Subsequent Examples to Score

call td_analyze (
  'factor',
   database = val_source;
   tablename = customer;
   columns = income, age, years_with_bank, nbr_children;
   outputdatabase = val_results;
   outputtablename = myFactorOutput;'
);

Show output table:

SELECT * FROM val_results.myFactorOutput;

Score Model and Display 10 Random Output Rows

call td_analyze (
  'factorscore',
  'database = val_source;
   tablename = customer;
   modeldatabase = val_results;
   modeltablename = myFactorOutput;
   outputdatabase = val_results;
   outputtablename = myFactorScores;
   samplescoresize = 10;'
);

Evaluate Model

Does not produce a table of factor scores.

call td_analyze (
  'factorscore',
  'database = val_source;
   tablename = customer;
   modeldatabase = val_results;
   modeltablename = myFactorOutput;
   scoringmethod = evaluate;'
);