LSHTM_analysis/scripts/ml/running_ml_scripts.txt

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# BTS data: UQ
# Features NOT including AA index
# Date: 30/05/2022, but reran with active_site indication column that was added lateron
# TODO: put in folder called v1, and UQ in folder called UQ_v0 (will need to rename!)
=================================
./pnca_config.py
./embb_config.py
./gid_config.py
./katg_config.py
./rpob_config.py
## ./alr_config.py = NA
# ^^^^^^^^ FIXME!
########################################################################
==================================
# BTS data: imputed values
# All features including AA index
# Date: 16/05/2022
=================================
./pnca_config.py
./embb_config.py
./gid_config.py
./katg_config.py
./rpob_config.py
##./alr_config.py = NA
########################################################################
=================================
# Split: 70/30
# All features including AA index
# Date: 17/05/2022 and 18/05/2022
# captures error: 2>$1
=================================
./pnca_7030.py
./embb_7030.py
# ./gid_7030.py: problems, CT values are non existing except for rouC
./gid_7030.py 2>&1 | tee log_gid_7030.txt
./katg_7030.py
./rpob_7030.py
##./alr_7030.py = NA
########################################################################
=================================
# Split: 80/20
# All features including AA index
# Date: 17/05/2022, 18:48
# captures error: 2>$1
=================================
./pnca_8020.py 2>&1 | tee log_pnca_8020.txt
./embb_8020.py 2>&1 | tee log_embb_8020.txt
./gid_8020.py 2>&1 | tee log_gid_8020.txt
./katg_8020.py 2>&1 | tee log_katg_8020.txt
./rpob_8020.py 2>&1 | tee log_rpob_8020.txt
./alr_8020.py 2>&1 | tee log_alr_8020.txt
########################################################################
=================================
# Split: scaling law
# All features including AA index
# Date: 17/05/2022, 18:48
# captures error: 2>$1
=================================
./pnca_sl.py 2>&1 | tee log_pnca_sl.txt
./embb_sl.py 2>&1 | tee log_embb_sl.txt
./gid_sl.py 2>&1 | tee log_gid_sl.txt
./katg_sl.py 2>&1 | tee log_katg_sl.txt
./rpob_sl.py 2>&1 | tee log_rpob_sl.txt
./alr_sl.py 2>&1 | tee log_alr_sl.txt
########################################################################
=================================
# Split: Reverse training
# imputed values: training set
# actual values: blind set
# All features including AA index
# Date: 18/05/2022
# captures error: 2>$1
=================================
./pnca_rt.py 2>&1 | tee log_pnca_rt.txt
./embb_rt.py 2>&1 | tee log_embb_rt.txt
./gid_rt.py 2>&1 | tee log_gid_rt.txt
./katg_rt.py 2>&1 | tee log_katg_rt.txt
./rpob_rt.py 2>&1 | tee log_rpob_rt.txt
./alr_rt.py 2>&1 | tee log_alr_rt.txt