The input table is log of vehicle complaints. The category column indicates whether the car has been involved in a crash.
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 |
... | ... | ... |