--adaptation_factors

Switch

--adaptation_factors FIELD [FIELD ...]

Description

Fields in the outcome table to use as the pool of factors for --factor_adaptation/--res_factor_adaptation. Aliased as --factors.

Argument and Default Value

One or more outcome-table column names. Default: None — falls back to all of --outcome_controls if --factor_adaptation/--res_factor_adaptation/--factor_addition is set without this.

Details

Verified: the named fields are appended onto --outcomes internally so they get pulled from the outcome table, then handed to the factor-selection step (see --num_of_factors, --factor_selection_type).

Other Switches

Required Switches:

--factor_adaptation, --res_factor_adaptation, or --factor_addition

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