Difference between revisions of "AI For Experimental Controls/Datasets"
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== CDC Datasets == | == CDC Datasets == | ||
| + | * <b>Alcohol-corrected-2018 + 2020 + 2021 data sets</b> | ||
| + | ** <b>Pressure-balanced Train/Test Split 1:</b> | ||
| + | *** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_3145.csv | ||
| + | *** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_3145.csv | ||
| + | ** <b>Pressure-balanced Train/Test Split 2:</b> | ||
| + | *** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_1976.csv | ||
| + | *** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_1976.csv | ||
| + | ** <b>Pressure-balanced Train/Test Split 3:</b> | ||
| + | *** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_88.csv | ||
| + | *** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_88.csv | ||
| + | ** <b>Pressure-balanced Train/Test Split 4:</b> | ||
| + | *** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_1.csv | ||
| + | *** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_1.csv | ||
| + | ** <b>Pressure-balanced Train/Test Split 5:</b> | ||
| + | *** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_999.csv | ||
| + | *** /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_999.csv | ||
| + | ** <b>Low, Medium, High Pressure files"</b> | ||
| + | *** High pressure runs: /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__hp_all.csv | ||
| + | *** Medium pressure runs: /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__mp_all.csv | ||
| + | *** Low pressure runs: /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__lp_all.csv | ||
| + | |||
* 2018 (alcohol adjusted): /work/epsci/roark/2018_run_data/epics_calibrations_alcohol_adjusted.csv | * 2018 (alcohol adjusted): /work/epsci/roark/2018_run_data/epics_calibrations_alcohol_adjusted.csv | ||
** <b>Need to create the pressure-balanced train and test sets</b> | ** <b>Need to create the pressure-balanced train and test sets</b> | ||
Revision as of 21:13, 14 November 2022
CDC Datasets
- Alcohol-corrected-2018 + 2020 + 2021 data sets
- Pressure-balanced Train/Test Split 1:
- /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_3145.csv
- /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_3145.csv
- Pressure-balanced Train/Test Split 2:
- /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_1976.csv
- /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_1976.csv
- Pressure-balanced Train/Test Split 3:
- /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_88.csv
- /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_88.csv
- Pressure-balanced Train/Test Split 4:
- /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_1.csv
- /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_1.csv
- Pressure-balanced Train/Test Split 5:
- /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Train_pb_seed_999.csv
- /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__Test_pb_seed_999.csv
- Low, Medium, High Pressure files"
- High pressure runs: /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__hp_all.csv
- Medium pressure runs: /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__mp_all.csv
- Low pressure runs: /group/epsci/home/AIEC/sharedData/2018AC_2020_2021__lp_all.csv
- Pressure-balanced Train/Test Split 1:
- 2018 (alcohol adjusted): /work/epsci/roark/2018_run_data/epics_calibrations_alcohol_adjusted.csv
- Need to create the pressure-balanced train and test sets
- 2020:
- All 2020: /group/epsci/home/AIEC/sharedData/2020_GCF_All.csv
- Train: /group/epsci/home/AIEC/sharedData/Balanced_2020_GCF_Train.csv
- Test: /group/epsci/home/AIEC/sharedData/Balanced_2020_GCF_Test.csv
- 2021:
- All: /group/epsci/home/AIEC/sharedData/2021_GCF_All.csv
- 2020 and 2021
- Pressure-balanced Train: /group/epsci/home/AIEC/sharedData/Balanced_2021_2020_GCF_Test.csv
- Pressure-balanced Test: /group/epsci/home/AIEC/sharedData/Balanced_2021_2020_GCF_Test.csv