--report

Switch

--report

Description

Writes a text report of factor-adaptation results to <output_name>_.report.

Argument and Default Value

No argument. Boolean switch, default: False.

Details

Verified end-to-end: with no --output_name given, wrote a file literally named _.report in the current directory, containing per-fold R² summaries for each factor-selection configuration and outcome, e.g.:

  selection type , selection size:
pca , 1
_
= age (w/ lang.) (r: 0)=
-----------------
_*Overall R^2:          0.2446

Other Switches

Required Switches:

• --factor_adaptation or --res_factor_adaptation

Optional Switches:

• --output_name (recommended — otherwise the report file is just named _.report)

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 --report --output_name ./factor_adapt_run