7.00.02 - Input - Aster Analytics

Teradata Aster® Analytics Foundation User GuideUpdate 2

Product
Aster Analytics
Release Number
7.00.02
Release Date
September 2017
Content Type
Programming Reference
User Guide
Publication ID
B700-1022-700K
Language
English (United States)

The training table is log of vehicle complaints. The category column identifies whether the car has been in a crash.

NaiveBayesTextClassifierTrainer English Example Training Table complaints
doc_id text_data category
1 consumer was driving approximately 45 mph hit a deer with the front bumper and then ran into an embankment head-on passenger's side air bag did deploy hit windshield and deployed outward. driver's side airbag cover opened but did not inflate it was still folded causing injuries. crash
2 when vehicle was involved in a crash totalling vehicle driver's side/ passenger's side air bags did not deploy. vehicle was making a left turn and was hit by a ford f350 traveling about 35 mph on the front passenger's side. driver hit his head-on the steering wheel. hurt his knee and received neck and back injuries. crash
3 consumer has experienced following problems; 1.) both lower ball joints wear out excessively; 2.) head gasket leaks; and 3.) cruise control would shut itself off while driving without foot pressing on brake pedal. no_crash
... ... ...

The TextTokenizer function is invoked within the NaiveBayesTextClassifierTrainer function to generate the model table 'complaints_tokens_model'.