--paired_factors

Switch

--paired_factors

Description

Multiplies adaptation factors together (pairwise, including self-products) to create a larger pool of candidate factors before selection.

Argument and Default Value

No argument. Boolean switch, default: False.

Details

Verified: ran successfully together with --factor_adaptation/--res_factor_adaptation, --factor_addition, and --factor_selection_type pca.

Other Switches

Required Switches:

--factor_adaptation or --res_factor_adaptation

Example Commands

Using the packaged dla_tutorial dataset (see Differential Language Analysis (DLA) Tutorial):

dlatkInterface.py -d dla_tutorial -t msgs -c user_id -f 'feat$1to3gram$msgs$user_id$0_05' \
--outcome_table blog_outcomes --outcomes age --outcome_controls gender is_student \
--combo_test_regression --factor_adaptation --adaptation_factors gender is_student \
--num_of_factors 1 --factor_selection_type pca --paired_factors