--probability_csv

Switch

--probability_csv

Description

Writes predicted class probabilities (rather than hard class labels) to a separate csv, for classification predictions. Aliased as --prob_csv.

Argument and Default Value

No argument. Boolean switch, default: False.

Details

Used together with --prediction_csv: savePredictions = (args.pred_csv | args.prob_csv) gates whether predictions are saved at all, and the two together decide whether hard labels, probabilities, or both get written.

Other Switches

Required Switches:

• One of the classification prediction switches, e.g. --nfold_test_classifiers, --predict_classifiers

Optional Switches:

• --prediction_csv

Example Commands

dlatkInterface.py -d dla_tutorial -t msgs -c user_id -f 'feat$1gram$msgs$user_id$16to16' \
--outcome_table blog_outcomes --outcomes is_student --combo_test_classifiers --probability_csv --output_name ./out