diff --git "a/models_logs.txt" "b/models_logs.txt" new file mode 100644--- /dev/null +++ "b/models_logs.txt" @@ -0,0 +1,6911 @@ +[?2004h(base) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ conda activate models +[?2004l [?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 Mass_models.py \ +[?2004l [?2004h> --ndjson /path/to/ndjson_dir \ +[?2004l [?2004h> --supp2 Supp2.xlsx \ +[?2004l [?2004h> --supp1 Supp1.csv \ +[?2004l [?2004h> --outdir results_mass \ +[?2004l [?2004h> --train_mode both \ +[?2004l [?2004h> --weight_mode both \ +[?2004l [?2004h> --model all \ +[?2004l [?2004h> --metric all \ +[?2004l [?2004h> --n_trials 60 \ +[?2004l [?2004h> --timeout 3600 +[?2004l ^[[D^[^CTraceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/Mass_models.py", line 22, in + from sklearn.model_selection import StratifiedGroupKFold + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/__init__.py", line 73, in + from .base import clone # noqa: E402 + ^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/base.py", line 19, in + from .utils._metadata_requests import _MetadataRequester, _routing_enabled + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/utils/__init__.py", line 9, in + from ._chunking import gen_batches, gen_even_slices + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/utils/_chunking.py", line 11, in + from ._param_validation import Interval, validate_params + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/utils/_param_validation.py", line 17, in + from .validation import _is_arraylike_not_scalar + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/utils/validation.py", line 21, in + from ..utils._array_api import _asarray_with_order, _is_numpy_namespace, get_namespace + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/utils/_array_api.py", line 20, in + from .fixes import parse_version + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/utils/fixes.py", line 16, in + import scipy.stats + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/scipy/stats/__init__.py", line 626, in + from ._stats_py import * + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/scipy/stats/_stats_py.py", line 52, in + from . import distributions + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/scipy/stats/distributions.py", line 8, in + from ._distn_infrastructure import (rv_discrete, rv_continuous, rv_frozen) # noqa: F401 + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/scipy/stats/_distn_infrastructure.py", line 27, in + from scipy import integrate + File "", line 1229, in _handle_fromlist + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/scipy/__init__.py", line 131, in __getattr__ + return _importlib.import_module(f'scipy.{name}') + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/importlib/__init__.py", line 126, in import_module + return _bootstrap._gcd_import(name[level:], package, level) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/scipy/integrate/__init__.py", line 108, in + from ._ivp import (solve_ivp, OdeSolution, DenseOutput, + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/scipy/integrate/_ivp/__init__.py", line 2, in + from .ivp import solve_ivp + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/scipy/integrate/_ivp/ivp.py", line 3, in + from .bdf import BDF + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/scipy/integrate/_ivp/bdf.py", line 6, in + from .common import (validate_max_step, validate_tol, select_initial_step, + File "", line 1176, in _find_and_load + File "", line 1147, in _find_and_load_unlocked + File "", line 690, in _load_unlocked + File "", line 936, in exec_module + File "", line 1032, in get_code + File "", line 1131, in get_data +KeyboardInterrupt +^C +[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 Mass_models.py --ndjson /path/to/ndjson_dir --supp2 Supp2.xlsx --supp1 Supp1.csv --outdir results_mass --train_mode both --weight_mode both --model all --metric all --n_trials 60 --timeout 360060[1@5[1@4[1@30mass[1@o[1@d[1@e[1@l[1@sdir[1@/[1@s[1@p[1@s[1@p[12@lit_dataset/[9@subset01// ls +[?2004l 80_20_split_fixed.py Archea_codetta_genomes FEATURES_ALL.ndjson Mass_models.py Supp1.csv Supp2.xlsx models_logs.txt predict_dir.py split_dataset +[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 Mass_models.py --ndjson split_dataset/subset01/ --supp2 Supp2.xlsx --supp1 Supp1.csv --outdir results_models --train_mode both --weight_mode both --model all --metric all --n_trials 30 --timeout 5400 +[?2004l [CPU ] total=32 using=28 (flag=0) +[LOAD] train: split_dataset/subset01/train.jsonl (lines198216) +[LOAD] test: split_dataset/subset01/test.jsonl (lines49555) +[LOAD] Supp1 mapping for weights: Supp1.csv +[WRITE] weights_snapshot_train.tsv / weights_snapshot_test.tsv +[WEIGHTS] Supp2(P) weights: n=5290 mean=0.961 sd=0.056 min=0.750 max=1.000 + +======================================================================== +[DATA] train=(198216, 322) P(from Supp2)=5290 (2.669%) +[DATA] test=(49555, 322) P(from Supp2)=1384 (2.793%) +======================================================================== + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=normal | metric=F1 | model=RF | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-19 09:14:33,063] A new study created in memory with name: RF_supervised_normal_F1_64log_gc_tetra +[I 2026-01-19 09:21:39,300] Trial 0 finished with value: 0.6383014329327436 and parameters: {'n_estimators': 812, 'max_depth': 7, 'min_samples_split': 5, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.6383014329327436. +[TRIAL] #000 value=0.63830 | best=0.63830 | elapsed=7.1m | ETA~82.9m +[I 2026-01-19 09:34:24,502] Trial 1 finished with value: 0.6966533506924598 and parameters: {'n_estimators': 1062, 'max_depth': 14, 'min_samples_split': 11, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6966533506924598. +[TRIAL] #001 value=0.69665 | best=0.69665 | elapsed=19.9m | ETA~70.1m +[I 2026-01-19 09:50:40,076] Trial 2 finished with value: 0.701117619956624 and parameters: {'n_estimators': 1387, 'max_depth': 15, 'min_samples_split': 18, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.701117619956624. +[TRIAL] #002 value=0.70112 | best=0.70112 | elapsed=36.2m | ETA~53.8m +[I 2026-01-19 10:02:10,214] Trial 3 finished with value: 0.6985865476879755 and parameters: {'n_estimators': 887, 'max_depth': 14, 'min_samples_split': 4, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 2 with value: 0.701117619956624. +[TRIAL] #003 value=0.69859 | best=0.70112 | elapsed=47.6m | ETA~42.4m +[I 2026-01-19 10:12:13,974] Trial 4 finished with value: 0.721175972380828 and parameters: {'n_estimators': 727, 'max_depth': 13, 'min_samples_split': 10, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 4 with value: 0.721175972380828. +[TRIAL] #004 value=0.72118 | best=0.72118 | elapsed=57.7m | ETA~32.3m +[I 2026-01-19 10:25:43,677] Trial 5 finished with value: 0.6921092090609524 and parameters: {'n_estimators': 1386, 'max_depth': 9, 'min_samples_split': 8, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 4 with value: 0.721175972380828. +[TRIAL] #005 value=0.69211 | best=0.72118 | elapsed=71.2m | ETA~18.8m +[I 2026-01-19 10:32:33,066] Trial 6 finished with value: 0.6806130804732851 and parameters: {'n_estimators': 572, 'max_depth': 11, 'min_samples_split': 13, 'min_samples_leaf': 11, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 4 with value: 0.721175972380828. +[TRIAL] #006 value=0.68061 | best=0.72118 | elapsed=78.0m | ETA~12.0m +[I 2026-01-19 10:47:02,144] Trial 7 finished with value: 0.6985527232473141 and parameters: {'n_estimators': 1266, 'max_depth': 14, 'min_samples_split': 15, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 4 with value: 0.721175972380828. +[TRIAL] #007 value=0.69855 | best=0.72118 | elapsed=92.5m | ETA~0.0m +[SAVE] model_RF_supervised_normal_F1_64log_gc_tetra.joblib + metrics/params +[DONE] RF | supervised | normal | F1 in 104.7 min best=0.72118 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=normal | metric=F1 | model=XGB | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-19 10:59:14,809] A new study created in memory with name: XGB_supervised_normal_F1_64log_gc_tetra +[I 2026-01-19 11:39:31,404] Trial 0 finished with value: 0.7551878456232632 and parameters: {'n_estimators': 1931, 'max_depth': 7, 'learning_rate': 0.010296987404690188, 'subsample': 0.6457049550111851, 'colsample_bytree': 0.7661846565963488, 'reg_alpha': 0.0005649102918388046, 'reg_lambda': 3.5293533785819853, 'gamma': 1.1374249501916378, 'min_child_weight': 0.13106704169867975, 'tree_method': 'approx'}. Best is trial 0 with value: 0.7551878456232632. +[TRIAL] #000 value=0.75519 | best=0.75519 | elapsed=40.3m | ETA~49.7m +[I 2026-01-19 12:13:02,161] Trial 1 finished with value: 0.7256166295707357 and parameters: {'n_estimators': 1964, 'max_depth': 6, 'learning_rate': 0.007900002735874939, 'subsample': 0.8184806462406227, 'colsample_bytree': 0.5152404625299223, 'reg_alpha': 0.9578002334017992, 'reg_lambda': 3.4566669848064397, 'gamma': 4.583076845523895, 'min_child_weight': 0.029924666234347776, 'tree_method': 'approx'}. Best is trial 0 with value: 0.7551878456232632. +[TRIAL] #001 value=0.72562 | best=0.75519 | elapsed=73.8m | ETA~16.2m +[I 2026-01-19 12:15:27,317] Trial 2 finished with value: 0.7264142392578222 and parameters: {'n_estimators': 1516, 'max_depth': 4, 'learning_rate': 0.12818112895682876, 'subsample': 0.8354376633577565, 'colsample_bytree': 0.8479794406349666, 'reg_alpha': 0.046810958743818847, 'reg_lambda': 0.15094872123650546, 'gamma': 4.133054853958809, 'min_child_weight': 0.008301286611955064, 'tree_method': 'hist'}. Best is trial 0 with value: 0.7551878456232632. +[TRIAL] #002 value=0.72641 | best=0.75519 | elapsed=76.2m | ETA~13.8m +[I 2026-01-19 12:18:18,633] Trial 3 finished with value: 0.715138258057451 and parameters: {'n_estimators': 1171, 'max_depth': 4, 'learning_rate': 0.01586904197956858, 'subsample': 0.8886020991457222, 'colsample_bytree': 0.8840806114462175, 'reg_alpha': 0.0423229337953647, 'reg_lambda': 0.017174719661586926, 'gamma': 0.9841054898623219, 'min_child_weight': 0.029834165344441763, 'tree_method': 'hist'}. Best is trial 0 with value: 0.7551878456232632. +[TRIAL] #003 value=0.71514 | best=0.75519 | elapsed=79.1m | ETA~10.9m +[I 2026-01-19 12:20:22,016] Trial 4 finished with value: 0.6509796714721684 and parameters: {'n_estimators': 520, 'max_depth': 3, 'learning_rate': 0.011948862054276215, 'subsample': 0.8643624982715732, 'colsample_bytree': 0.6280416679580982, 'reg_alpha': 0.05510370295944138, 'reg_lambda': 0.8901107559311653, 'gamma': 1.3841915943305572, 'min_child_weight': 0.02444382560899974, 'tree_method': 'hist'}. Best is trial 0 with value: 0.7551878456232632. +[TRIAL] #004 value=0.65098 | best=0.75519 | elapsed=81.1m | ETA~8.9m +[I 2026-01-19 12:24:31,344] Trial 5 finished with value: 0.7550820458595312 and parameters: {'n_estimators': 1559, 'max_depth': 6, 'learning_rate': 0.022042294603853443, 'subsample': 0.7532942101680433, 'colsample_bytree': 0.9432818926650837, 'reg_alpha': 0.0001333556080099914, 'reg_lambda': 6.787656924996634, 'gamma': 0.059997385289696226, 'min_child_weight': 0.12942490133732226, 'tree_method': 'hist'}. Best is trial 0 with value: 0.7551878456232632. +[TRIAL] #005 value=0.75508 | best=0.75519 | elapsed=85.3m | ETA~4.7m +[I 2026-01-19 13:34:56,020] Trial 6 finished with value: 0.7562756985268456 and parameters: {'n_estimators': 1613, 'max_depth': 9, 'learning_rate': 0.004642854532789756, 'subsample': 0.901097923020446, 'colsample_bytree': 0.9309843036729187, 'reg_alpha': 0.0020337942825722783, 'reg_lambda': 0.04492805459392024, 'gamma': 0.8213238240563808, 'min_child_weight': 0.030098364257966054, 'tree_method': 'approx'}. Best is trial 6 with value: 0.7562756985268456. +[TRIAL] #006 value=0.75628 | best=0.75628 | elapsed=155.7m | ETA~0.0m +[SAVE] model_XGB_supervised_normal_F1_64log_gc_tetra.joblib + metrics/params +[DONE] XGB | supervised | normal | F1 in 238.1 min best=0.75628 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=normal | metric=F1 | model=ET | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-19 14:57:19,275] A new study created in memory with name: ET_supervised_normal_F1_64log_gc_tetra +[I 2026-01-19 15:00:40,345] Trial 0 finished with value: 0.6919054433308836 and parameters: {'n_estimators': 1002, 'max_depth': 18, 'min_samples_split': 3, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.6919054433308836. +[TRIAL] #000 value=0.69191 | best=0.69191 | elapsed=3.4m | ETA~86.6m +[I 2026-01-19 15:05:03,988] Trial 1 finished with value: 0.7062925741500503 and parameters: {'n_estimators': 1619, 'max_depth': 18, 'min_samples_split': 9, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.7062925741500503. +[TRIAL] #001 value=0.70629 | best=0.70629 | elapsed=7.8m | ETA~82.2m +[I 2026-01-19 15:08:15,978] Trial 2 finished with value: 0.6705286270065821 and parameters: {'n_estimators': 1028, 'max_depth': 14, 'min_samples_split': 15, 'min_samples_leaf': 11, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.7062925741500503. +[TRIAL] #002 value=0.67053 | best=0.70629 | elapsed=11.0m | ETA~79.0m +[I 2026-01-19 15:12:32,334] Trial 3 finished with value: 0.6935489796087572 and parameters: {'n_estimators': 1576, 'max_depth': 16, 'min_samples_split': 5, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.7062925741500503. +[TRIAL] #003 value=0.69355 | best=0.70629 | elapsed=15.2m | ETA~74.8m +[I 2026-01-19 15:15:08,830] Trial 4 finished with value: 0.6361446080699755 and parameters: {'n_estimators': 687, 'max_depth': 12, 'min_samples_split': 8, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.7062925741500503. +[TRIAL] #004 value=0.63614 | best=0.70629 | elapsed=17.8m | ETA~72.2m +[I 2026-01-19 15:18:15,980] Trial 5 finished with value: 0.5382065792329442 and parameters: {'n_estimators': 1843, 'max_depth': 7, 'min_samples_split': 10, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.7062925741500503. +[TRIAL] #005 value=0.53821 | best=0.70629 | elapsed=20.9m | ETA~69.1m +[I 2026-01-19 15:20:43,027] Trial 6 finished with value: 0.5601214803221948 and parameters: {'n_estimators': 759, 'max_depth': 9, 'min_samples_split': 11, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.7062925741500503. +[TRIAL] #006 value=0.56012 | best=0.70629 | elapsed=23.4m | ETA~66.6m +[I 2026-01-19 15:22:57,672] Trial 7 finished with value: 0.5735700973445572 and parameters: {'n_estimators': 697, 'max_depth': 8, 'min_samples_split': 13, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.7062925741500503. +[TRIAL] #007 value=0.57357 | best=0.70629 | elapsed=25.6m | ETA~64.4m +[I 2026-01-19 15:26:58,229] Trial 8 finished with value: 0.6692170341686323 and parameters: {'n_estimators': 1486, 'max_depth': 16, 'min_samples_split': 16, 'min_samples_leaf': 11, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.7062925741500503. +[TRIAL] #008 value=0.66922 | best=0.70629 | elapsed=29.7m | ETA~60.3m +[I 2026-01-19 15:30:12,814] Trial 9 finished with value: 0.6061255082578975 and parameters: {'n_estimators': 1538, 'max_depth': 10, 'min_samples_split': 8, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.7062925741500503. +[TRIAL] #009 value=0.60613 | best=0.70629 | elapsed=32.9m | ETA~57.1m +[I 2026-01-19 15:35:06,288] Trial 10 finished with value: 0.7112505275399601 and parameters: {'n_estimators': 1955, 'max_depth': 18, 'min_samples_split': 20, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 10 with value: 0.7112505275399601. +[TRIAL] #010 value=0.71125 | best=0.71125 | elapsed=37.8m | ETA~52.2m +[I 2026-01-19 15:40:02,993] Trial 11 finished with value: 0.7112733750878177 and parameters: {'n_estimators': 1973, 'max_depth': 18, 'min_samples_split': 20, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7112733750878177. +[TRIAL] #011 value=0.71127 | best=0.71127 | elapsed=42.7m | ETA~47.3m +[I 2026-01-19 15:44:41,866] Trial 12 finished with value: 0.6904242340945304 and parameters: {'n_estimators': 1954, 'max_depth': 15, 'min_samples_split': 20, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7112733750878177. +[TRIAL] #012 value=0.69042 | best=0.71127 | elapsed=47.4m | ETA~42.6m +[I 2026-01-19 15:48:43,799] Trial 13 finished with value: 0.6712777358380924 and parameters: {'n_estimators': 1792, 'max_depth': 13, 'min_samples_split': 20, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7112733750878177. +[TRIAL] #013 value=0.67128 | best=0.71127 | elapsed=51.4m | ETA~38.6m +[I 2026-01-19 15:53:38,696] Trial 14 finished with value: 0.7110123174929008 and parameters: {'n_estimators': 1995, 'max_depth': 18, 'min_samples_split': 17, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7112733750878177. +[TRIAL] #014 value=0.71101 | best=0.71127 | elapsed=56.3m | ETA~33.7m +[I 2026-01-19 15:57:54,773] Trial 15 finished with value: 0.69868710823012 and parameters: {'n_estimators': 1744, 'max_depth': 16, 'min_samples_split': 18, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7112733750878177. +[TRIAL] #015 value=0.69869 | best=0.71127 | elapsed=60.6m | ETA~29.4m +[I 2026-01-19 16:01:10,164] Trial 16 finished with value: 0.6392095776886599 and parameters: {'n_estimators': 1342, 'max_depth': 11, 'min_samples_split': 14, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7112733750878177. +[TRIAL] #016 value=0.63921 | best=0.71127 | elapsed=63.9m | ETA~26.1m +[I 2026-01-19 16:04:41,640] Trial 17 finished with value: 0.689623343142802 and parameters: {'n_estimators': 1256, 'max_depth': 17, 'min_samples_split': 19, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7112733750878177. +[TRIAL] #017 value=0.68962 | best=0.71127 | elapsed=67.4m | ETA~22.6m +[I 2026-01-19 16:09:04,511] Trial 18 finished with value: 0.6846077321566452 and parameters: {'n_estimators': 1859, 'max_depth': 14, 'min_samples_split': 13, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7112733750878177. +[TRIAL] #018 value=0.68461 | best=0.71127 | elapsed=71.8m | ETA~18.2m +[I 2026-01-19 16:13:32,115] Trial 19 finished with value: 0.7045375348603661 and parameters: {'n_estimators': 1722, 'max_depth': 17, 'min_samples_split': 17, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7112733750878177. +[TRIAL] #019 value=0.70454 | best=0.71127 | elapsed=76.2m | ETA~13.8m +[I 2026-01-19 16:16:11,354] Trial 20 finished with value: 0.42733194683650594 and parameters: {'n_estimators': 1383, 'max_depth': 6, 'min_samples_split': 18, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7112733750878177. +[TRIAL] #020 value=0.42733 | best=0.71127 | elapsed=78.9m | ETA~11.1m +[I 2026-01-19 16:21:02,355] Trial 21 finished with value: 0.7082213838977038 and parameters: {'n_estimators': 1999, 'max_depth': 18, 'min_samples_split': 20, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7112733750878177. +[TRIAL] #021 value=0.70822 | best=0.71127 | elapsed=83.7m | ETA~6.3m +[I 2026-01-19 16:25:40,189] Trial 22 finished with value: 0.7066610763542759 and parameters: {'n_estimators': 1953, 'max_depth': 17, 'min_samples_split': 16, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7112733750878177. +[TRIAL] #022 value=0.70666 | best=0.71127 | elapsed=88.4m | ETA~1.6m +[I 2026-01-19 16:29:56,907] Trial 23 finished with value: 0.707570946349482 and parameters: {'n_estimators': 1698, 'max_depth': 18, 'min_samples_split': 18, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7112733750878177. +[TRIAL] #023 value=0.70757 | best=0.71127 | elapsed=92.7m | ETA~0.0m +[SAVE] model_ET_supervised_normal_F1_64log_gc_tetra.joblib + metrics/params +[DONE] ET | supervised | normal | F1 in 98.9 min best=0.71127 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=normal | metric=PR_AUC | model=RF | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-19 16:36:14,335] A new study created in memory with name: RF_supervised_normal_PR_AUC_64log_gc_tetra +[I 2026-01-19 16:44:21,184] Trial 0 finished with value: 0.7381955362168852 and parameters: {'n_estimators': 500, 'max_depth': 15, 'min_samples_split': 9, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.7381955362168852. +[TRIAL] #000 value=0.73820 | best=0.73820 | elapsed=8.1m | ETA~81.9m +[I 2026-01-19 16:57:22,089] Trial 1 finished with value: 0.7136376853282952 and parameters: {'n_estimators': 1102, 'max_depth': 14, 'min_samples_split': 16, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.7381955362168852. +[TRIAL] #001 value=0.71364 | best=0.73820 | elapsed=21.1m | ETA~68.9m +[I 2026-01-19 17:10:36,744] Trial 2 finished with value: 0.7154444266478783 and parameters: {'n_estimators': 1067, 'max_depth': 14, 'min_samples_split': 15, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 0 with value: 0.7381955362168852. +[TRIAL] #002 value=0.71544 | best=0.73820 | elapsed=34.4m | ETA~55.6m +[I 2026-01-19 17:20:15,403] Trial 3 finished with value: 0.7107794798881814 and parameters: {'n_estimators': 811, 'max_depth': 11, 'min_samples_split': 16, 'min_samples_leaf': 11, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.7381955362168852. +[TRIAL] #003 value=0.71078 | best=0.73820 | elapsed=44.0m | ETA~46.0m +[I 2026-01-19 17:27:10,645] Trial 4 finished with value: 0.7182332041227693 and parameters: {'n_estimators': 462, 'max_depth': 15, 'min_samples_split': 20, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 0 with value: 0.7381955362168852. +[TRIAL] #004 value=0.71823 | best=0.73820 | elapsed=50.9m | ETA~39.1m +[I 2026-01-19 17:34:44,663] Trial 5 finished with value: 0.6227997942902456 and parameters: {'n_estimators': 1009, 'max_depth': 6, 'min_samples_split': 15, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.7381955362168852. +[TRIAL] #005 value=0.62280 | best=0.73820 | elapsed=58.5m | ETA~31.5m +[I 2026-01-19 17:46:33,106] Trial 6 finished with value: 0.6561120826351201 and parameters: {'n_estimators': 1327, 'max_depth': 8, 'min_samples_split': 11, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 0 with value: 0.7381955362168852. +[TRIAL] #006 value=0.65611 | best=0.73820 | elapsed=70.3m | ETA~19.7m +[I 2026-01-19 17:58:32,771] Trial 7 finished with value: 0.7272199115343962 and parameters: {'n_estimators': 896, 'max_depth': 13, 'min_samples_split': 16, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.7381955362168852. +[TRIAL] #007 value=0.72722 | best=0.73820 | elapsed=82.3m | ETA~7.7m +[I 2026-01-19 18:10:26,285] Trial 8 finished with value: 0.7041210798451318 and parameters: {'n_estimators': 1008, 'max_depth': 12, 'min_samples_split': 18, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 0 with value: 0.7381955362168852. +[TRIAL] #008 value=0.70412 | best=0.73820 | elapsed=94.2m | ETA~0.0m +[SAVE] model_RF_supervised_normal_PR_AUC_64log_gc_tetra.joblib + metrics/params +[DONE] RF | supervised | normal | PR_AUC in 104.1 min best=0.73820 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=normal | metric=PR_AUC | model=XGB | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-19 18:20:21,414] A new study created in memory with name: XGB_supervised_normal_PR_AUC_64log_gc_tetra +[I 2026-01-19 18:29:21,391] Trial 0 finished with value: 0.7723546885666517 and parameters: {'n_estimators': 1978, 'max_depth': 9, 'learning_rate': 0.002357551862031591, 'subsample': 0.9705416222711074, 'colsample_bytree': 0.857126395329705, 'reg_alpha': 0.022097585922134767, 'reg_lambda': 0.001140780747994873, 'gamma': 0.6221667200593173, 'min_child_weight': 0.0011022146992719151, 'tree_method': 'hist'}. Best is trial 0 with value: 0.7723546885666517. +[TRIAL] #000 value=0.77235 | best=0.77235 | elapsed=9.0m | ETA~81.0m +[I 2026-01-19 18:31:33,549] Trial 1 finished with value: 0.7661962157658304 and parameters: {'n_estimators': 527, 'max_depth': 8, 'learning_rate': 0.0640623920035909, 'subsample': 0.7252569360522955, 'colsample_bytree': 0.8731837844626325, 'reg_alpha': 0.6603190278784967, 'reg_lambda': 1.9003076245456583, 'gamma': 3.9315236107544633, 'min_child_weight': 0.5796216093107294, 'tree_method': 'hist'}. Best is trial 0 with value: 0.7723546885666517. +[TRIAL] #001 value=0.76620 | best=0.77235 | elapsed=11.2m | ETA~78.8m +[I 2026-01-19 18:41:53,599] Trial 2 finished with value: 0.6348072208782904 and parameters: {'n_estimators': 579, 'max_depth': 3, 'learning_rate': 0.010716342290358822, 'subsample': 0.9017587361126207, 'colsample_bytree': 0.8278227076146982, 'reg_alpha': 0.00015913699097577902, 'reg_lambda': 0.003638392596057567, 'gamma': 0.964910471671333, 'min_child_weight': 4.697137775618837, 'tree_method': 'approx'}. Best is trial 0 with value: 0.7723546885666517. +[TRIAL] #002 value=0.63481 | best=0.77235 | elapsed=21.5m | ETA~68.5m +[I 2026-01-19 18:44:33,738] Trial 3 finished with value: 0.7573374833227822 and parameters: {'n_estimators': 1004, 'max_depth': 5, 'learning_rate': 0.029448554800184115, 'subsample': 0.8544359147093346, 'colsample_bytree': 0.9812116113753998, 'reg_alpha': 0.0009080066017425789, 'reg_lambda': 0.39816484391143064, 'gamma': 3.615591555220939, 'min_child_weight': 0.6027094623704469, 'tree_method': 'hist'}. Best is trial 0 with value: 0.7723546885666517. +[TRIAL] #003 value=0.75734 | best=0.77235 | elapsed=24.2m | ETA~65.8m +[I 2026-01-19 19:10:06,938] Trial 4 finished with value: 0.7592619637923973 and parameters: {'n_estimators': 1594, 'max_depth': 4, 'learning_rate': 0.11453163725822763, 'subsample': 0.9341510801790057, 'colsample_bytree': 0.9027970724341805, 'reg_alpha': 0.015692591303502156, 'reg_lambda': 0.012649283604911684, 'gamma': 1.9432674183895482, 'min_child_weight': 0.1693807839032401, 'tree_method': 'approx'}. Best is trial 0 with value: 0.7723546885666517. +[TRIAL] #004 value=0.75926 | best=0.77235 | elapsed=49.8m | ETA~40.2m +[I 2026-01-19 19:21:05,328] Trial 5 finished with value: 0.6393014660067925 and parameters: {'n_estimators': 559, 'max_depth': 4, 'learning_rate': 0.0033329962788158952, 'subsample': 0.8261165534659868, 'colsample_bytree': 0.6693479063588192, 'reg_alpha': 0.0012325083343754108, 'reg_lambda': 1.8883520534097344, 'gamma': 3.375553376165716, 'min_child_weight': 0.01459479163574188, 'tree_method': 'approx'}. Best is trial 0 with value: 0.7723546885666517. +[TRIAL] #005 value=0.63930 | best=0.77235 | elapsed=60.7m | ETA~29.3m +[I 2026-01-19 19:41:15,146] Trial 6 finished with value: 0.7546162290757814 and parameters: {'n_estimators': 1011, 'max_depth': 6, 'learning_rate': 0.012033038545970074, 'subsample': 0.7888264799442603, 'colsample_bytree': 0.8374025950089936, 'reg_alpha': 0.002929243309669112, 'reg_lambda': 4.937955017442961, 'gamma': 0.16816008614924438, 'min_child_weight': 0.12629434532388573, 'tree_method': 'approx'}. Best is trial 0 with value: 0.7723546885666517. +[TRIAL] #006 value=0.75462 | best=0.77235 | elapsed=80.9m | ETA~9.1m +[I 2026-01-19 19:50:31,163] Trial 7 finished with value: 0.7202379382641259 and parameters: {'n_estimators': 500, 'max_depth': 5, 'learning_rate': 0.013285466961325793, 'subsample': 0.799519202187336, 'colsample_bytree': 0.8218927852032627, 'reg_alpha': 0.0011795129509821298, 'reg_lambda': 0.8657364030080098, 'gamma': 1.2236117576597323, 'min_child_weight': 0.5735477214737714, 'tree_method': 'approx'}. Best is trial 0 with value: 0.7723546885666517. +[TRIAL] #007 value=0.72024 | best=0.77235 | elapsed=90.2m | ETA~0.0m +[SAVE] model_XGB_supervised_normal_PR_AUC_64log_gc_tetra.joblib + metrics/params +[DONE] XGB | supervised | normal | PR_AUC in 100.6 min best=0.77235 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=normal | metric=PR_AUC | model=ET | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-19 20:00:55,093] A new study created in memory with name: ET_supervised_normal_PR_AUC_64log_gc_tetra +[I 2026-01-19 20:03:55,126] Trial 0 finished with value: 0.6462181976441664 and parameters: {'n_estimators': 1110, 'max_depth': 12, 'min_samples_split': 10, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.6462181976441664. +[TRIAL] #000 value=0.64622 | best=0.64622 | elapsed=3.0m | ETA~87.0m +[I 2026-01-19 20:07:01,785] Trial 1 finished with value: 0.5795843143596169 and parameters: {'n_estimators': 1307, 'max_depth': 10, 'min_samples_split': 18, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.6462181976441664. +[TRIAL] #001 value=0.57958 | best=0.64622 | elapsed=6.1m | ETA~83.9m +[I 2026-01-19 20:09:44,706] Trial 2 finished with value: 0.4099851483572433 and parameters: {'n_estimators': 1367, 'max_depth': 6, 'min_samples_split': 10, 'min_samples_leaf': 12, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.6462181976441664. +[TRIAL] #002 value=0.40999 | best=0.64622 | elapsed=8.8m | ETA~79.5m +[I 2026-01-19 20:12:56,655] Trial 3 finished with value: 0.5510618937728096 and parameters: {'n_estimators': 1473, 'max_depth': 9, 'min_samples_split': 4, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.6462181976441664. +[TRIAL] #003 value=0.55106 | best=0.64622 | elapsed=12.0m | ETA~78.0m +[I 2026-01-19 20:15:04,133] Trial 4 finished with value: 0.3908590908401652 and parameters: {'n_estimators': 708, 'max_depth': 6, 'min_samples_split': 19, 'min_samples_leaf': 12, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.6462181976441664. +[TRIAL] #004 value=0.39086 | best=0.64622 | elapsed=14.2m | ETA~70.8m +[I 2026-01-19 20:18:55,144] Trial 5 finished with value: 0.6697302194198516 and parameters: {'n_estimators': 1612, 'max_depth': 13, 'min_samples_split': 7, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 5 with value: 0.6697302194198516. +[TRIAL] #005 value=0.66973 | best=0.66973 | elapsed=18.0m | ETA~72.0m +[I 2026-01-19 20:22:35,136] Trial 6 finished with value: 0.5487651144988385 and parameters: {'n_estimators': 1856, 'max_depth': 10, 'min_samples_split': 18, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 5 with value: 0.6697302194198516. +[TRIAL] #006 value=0.54877 | best=0.66973 | elapsed=21.7m | ETA~68.3m +[I 2026-01-19 20:24:55,840] Trial 7 finished with value: 0.39142665955286554 and parameters: {'n_estimators': 1162, 'max_depth': 6, 'min_samples_split': 18, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 5 with value: 0.6697302194198516. +[TRIAL] #007 value=0.39143 | best=0.66973 | elapsed=24.0m | ETA~66.0m +[I 2026-01-19 20:29:03,578] Trial 8 finished with value: 0.6349829680284943 and parameters: {'n_estimators': 1921, 'max_depth': 12, 'min_samples_split': 18, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 5 with value: 0.6697302194198516. +[TRIAL] #008 value=0.63498 | best=0.66973 | elapsed=28.1m | ETA~61.9m +[I 2026-01-19 20:33:43,165] Trial 9 finished with value: 0.725594864629497 and parameters: {'n_estimators': 1815, 'max_depth': 18, 'min_samples_split': 9, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 9 with value: 0.725594864629497. +[TRIAL] #009 value=0.72559 | best=0.72559 | elapsed=32.8m | ETA~57.2m +[I 2026-01-19 20:38:14,219] Trial 10 finished with value: 0.7072624776490547 and parameters: {'n_estimators': 1704, 'max_depth': 18, 'min_samples_split': 14, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 9 with value: 0.725594864629497. +[TRIAL] #010 value=0.70726 | best=0.72559 | elapsed=37.3m | ETA~52.7m +[I 2026-01-19 20:42:42,634] Trial 11 finished with value: 0.7071368674118023 and parameters: {'n_estimators': 1716, 'max_depth': 18, 'min_samples_split': 13, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 9 with value: 0.725594864629497. +[TRIAL] #011 value=0.70714 | best=0.72559 | elapsed=41.8m | ETA~48.2m +[I 2026-01-19 20:47:17,626] Trial 12 finished with value: 0.7071144855220375 and parameters: {'n_estimators': 1679, 'max_depth': 18, 'min_samples_split': 15, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 9 with value: 0.725594864629497. +[TRIAL] #012 value=0.70711 | best=0.72559 | elapsed=46.4m | ETA~43.6m +[I 2026-01-19 20:52:11,486] Trial 13 finished with value: 0.6779470950958092 and parameters: {'n_estimators': 1980, 'max_depth': 16, 'min_samples_split': 7, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 9 with value: 0.725594864629497. +[TRIAL] #013 value=0.67795 | best=0.72559 | elapsed=51.3m | ETA~38.7m +[I 2026-01-19 20:56:21,439] Trial 14 finished with value: 0.6661676068110084 and parameters: {'n_estimators': 1551, 'max_depth': 15, 'min_samples_split': 14, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 9 with value: 0.725594864629497. +[TRIAL] #014 value=0.66617 | best=0.72559 | elapsed=55.4m | ETA~34.6m +[I 2026-01-19 21:00:51,501] Trial 15 finished with value: 0.6825999063205666 and parameters: {'n_estimators': 1768, 'max_depth': 16, 'min_samples_split': 2, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 9 with value: 0.725594864629497. +[TRIAL] #015 value=0.68260 | best=0.72559 | elapsed=59.9m | ETA~30.1m +[I 2026-01-19 21:04:08,552] Trial 16 finished with value: 0.700018119665652 and parameters: {'n_estimators': 929, 'max_depth': 18, 'min_samples_split': 12, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 9 with value: 0.725594864629497. +[TRIAL] #016 value=0.70002 | best=0.72559 | elapsed=63.2m | ETA~26.8m +[I 2026-01-19 21:08:01,156] Trial 17 finished with value: 0.6811112964273438 and parameters: {'n_estimators': 1477, 'max_depth': 14, 'min_samples_split': 8, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 9 with value: 0.725594864629497. +[TRIAL] #017 value=0.68111 | best=0.72559 | elapsed=67.1m | ETA~22.9m +[I 2026-01-19 21:12:39,896] Trial 18 finished with value: 0.713489754821156 and parameters: {'n_estimators': 1796, 'max_depth': 16, 'min_samples_split': 15, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 9 with value: 0.725594864629497. +[TRIAL] #018 value=0.71349 | best=0.72559 | elapsed=71.7m | ETA~18.3m +[I 2026-01-19 21:17:29,868] Trial 19 finished with value: 0.7140195435270464 and parameters: {'n_estimators': 1851, 'max_depth': 16, 'min_samples_split': 16, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 9 with value: 0.725594864629497. +[TRIAL] #019 value=0.71402 | best=0.72559 | elapsed=76.6m | ETA~13.4m +[I 2026-01-19 21:22:04,609] Trial 20 finished with value: 0.7100767788882072 and parameters: {'n_estimators': 1984, 'max_depth': 15, 'min_samples_split': 9, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 9 with value: 0.725594864629497. +[TRIAL] #020 value=0.71008 | best=0.72559 | elapsed=81.2m | ETA~8.8m +[I 2026-01-19 21:26:43,310] Trial 21 finished with value: 0.7139780078063567 and parameters: {'n_estimators': 1825, 'max_depth': 16, 'min_samples_split': 16, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 9 with value: 0.725594864629497. +[TRIAL] #021 value=0.71398 | best=0.72559 | elapsed=85.8m | ETA~4.2m +[I 2026-01-19 21:31:29,799] Trial 22 finished with value: 0.7250999631943081 and parameters: {'n_estimators': 1838, 'max_depth': 17, 'min_samples_split': 16, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 9 with value: 0.725594864629497. +[TRIAL] #022 value=0.72510 | best=0.72559 | elapsed=90.6m | ETA~0.0m +[SAVE] model_ET_supervised_normal_PR_AUC_64log_gc_tetra.joblib + metrics/params +[DONE] ET | supervised | normal | PR_AUC in 96.7 min best=0.72559 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=normal | metric=FB | model=RF | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-19 21:37:39,488] A new study created in memory with name: RF_supervised_normal_FB_64log_gc_tetra +[I 2026-01-19 21:43:36,936] Trial 0 finished with value: 0.6533988297334393 and parameters: {'n_estimators': 470, 'max_depth': 9, 'min_samples_split': 3, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 0 with value: 0.6533988297334393. +[TRIAL] #000 value=0.65340 | best=0.65340 | elapsed=6.0m | ETA~84.0m +[I 2026-01-19 21:51:17,911] Trial 1 finished with value: 0.6666789071680376 and parameters: {'n_estimators': 707, 'max_depth': 10, 'min_samples_split': 3, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6666789071680376. +[TRIAL] #001 value=0.66668 | best=0.66668 | elapsed=13.6m | ETA~76.4m +[I 2026-01-19 22:02:45,754] Trial 2 finished with value: 0.6488117691437193 and parameters: {'n_estimators': 1287, 'max_depth': 8, 'min_samples_split': 8, 'min_samples_leaf': 11, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.6666789071680376. +[TRIAL] #002 value=0.64881 | best=0.66668 | elapsed=25.1m | ETA~64.9m +[I 2026-01-19 22:08:03,772] Trial 3 finished with value: 0.6652352570984341 and parameters: {'n_estimators': 415, 'max_depth': 10, 'min_samples_split': 19, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6666789071680376. +[TRIAL] #003 value=0.66524 | best=0.66668 | elapsed=30.4m | ETA~59.6m +[I 2026-01-19 22:22:08,506] Trial 4 finished with value: 0.6875804967801288 and parameters: {'n_estimators': 1161, 'max_depth': 12, 'min_samples_split': 17, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 4 with value: 0.6875804967801288. +[TRIAL] #004 value=0.68758 | best=0.68758 | elapsed=44.5m | ETA~45.5m +[I 2026-01-19 22:27:20,863] Trial 5 finished with value: 0.6403976372280651 and parameters: {'n_estimators': 480, 'max_depth': 8, 'min_samples_split': 3, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 4 with value: 0.6875804967801288. +[TRIAL] #005 value=0.64040 | best=0.68758 | elapsed=49.7m | ETA~40.3m +[I 2026-01-19 22:37:18,724] Trial 6 finished with value: 0.6188988676298322 and parameters: {'n_estimators': 1188, 'max_depth': 7, 'min_samples_split': 9, 'min_samples_leaf': 11, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 4 with value: 0.6875804967801288. +[TRIAL] #006 value=0.61890 | best=0.68758 | elapsed=59.7m | ETA~30.3m +[I 2026-01-19 22:47:08,473] Trial 7 finished with value: 0.6343147946201382 and parameters: {'n_estimators': 1228, 'max_depth': 7, 'min_samples_split': 3, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 4 with value: 0.6875804967801288. +[TRIAL] #007 value=0.63431 | best=0.68758 | elapsed=69.5m | ETA~20.5m +[I 2026-01-19 22:58:59,159] Trial 8 finished with value: 0.641002524341868 and parameters: {'n_estimators': 1335, 'max_depth': 8, 'min_samples_split': 9, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 4 with value: 0.6875804967801288. +[TRIAL] #008 value=0.64100 | best=0.68758 | elapsed=81.4m | ETA~8.6m +[I 2026-01-19 23:08:11,324] Trial 9 finished with value: 0.6956663408276311 and parameters: {'n_estimators': 724, 'max_depth': 14, 'min_samples_split': 11, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 9 with value: 0.6956663408276311. +[TRIAL] #009 value=0.69567 | best=0.69567 | elapsed=90.5m | ETA~0.0m +[SAVE] model_RF_supervised_normal_FB_64log_gc_tetra.joblib + metrics/params +[DONE] RF | supervised | normal | FB in 101.2 min best=0.69567 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=normal | metric=FB | model=XGB | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-19 23:18:52,972] A new study created in memory with name: XGB_supervised_normal_FB_64log_gc_tetra +[I 2026-01-19 23:30:22,738] Trial 0 finished with value: 0.7228274824841349 and parameters: {'n_estimators': 584, 'max_depth': 6, 'learning_rate': 0.0411423259901122, 'subsample': 0.7922208117809617, 'colsample_bytree': 0.5226189110106358, 'reg_alpha': 2.439631799782688, 'reg_lambda': 3.687778495922545, 'gamma': 2.4657965361704806, 'min_child_weight': 0.009708284705616604, 'tree_method': 'approx'}. Best is trial 0 with value: 0.7228274824841349. +[TRIAL] #000 value=0.72283 | best=0.72283 | elapsed=11.5m | ETA~78.5m +[I 2026-01-19 23:32:50,455] Trial 1 finished with value: 0.6792252100223779 and parameters: {'n_estimators': 475, 'max_depth': 7, 'learning_rate': 0.002723176894683728, 'subsample': 0.6106056377226889, 'colsample_bytree': 0.9771267413412765, 'reg_alpha': 0.004938969495145327, 'reg_lambda': 0.9669291666701413, 'gamma': 3.794037006737312, 'min_child_weight': 0.17371726196893875, 'tree_method': 'hist'}. Best is trial 0 with value: 0.7228274824841349. +[TRIAL] #001 value=0.67923 | best=0.72283 | elapsed=14.0m | ETA~76.0m +[I 2026-01-20 00:15:01,009] Trial 2 finished with value: 0.7288392559997042 and parameters: {'n_estimators': 1475, 'max_depth': 8, 'learning_rate': 0.003869966856961093, 'subsample': 0.695539547400457, 'colsample_bytree': 0.5282809470904072, 'reg_alpha': 0.10100402636399433, 'reg_lambda': 0.06638644471702754, 'gamma': 2.8148186627893175, 'min_child_weight': 0.014821057649361884, 'tree_method': 'approx'}. Best is trial 2 with value: 0.7288392559997042. +[TRIAL] #002 value=0.72884 | best=0.72884 | elapsed=56.1m | ETA~33.9m +[I 2026-01-20 00:17:14,020] Trial 3 finished with value: 0.713692196531792 and parameters: {'n_estimators': 1469, 'max_depth': 8, 'learning_rate': 0.09992252914994491, 'subsample': 0.9171323408899723, 'colsample_bytree': 0.8644527769652407, 'reg_alpha': 0.05685464162472454, 'reg_lambda': 0.2245894120996917, 'gamma': 4.948386008044837, 'min_child_weight': 0.01902941878379105, 'tree_method': 'hist'}. Best is trial 2 with value: 0.7288392559997042. +[TRIAL] #003 value=0.71369 | best=0.72884 | elapsed=58.4m | ETA~31.6m +[I 2026-01-20 00:31:52,415] Trial 4 finished with value: 0.6930528952409017 and parameters: {'n_estimators': 842, 'max_depth': 5, 'learning_rate': 0.008118095115987415, 'subsample': 0.7787665879421787, 'colsample_bytree': 0.682793796954394, 'reg_alpha': 0.03438368602990144, 'reg_lambda': 0.3232666232949592, 'gamma': 1.2319037826567858, 'min_child_weight': 0.006189691801134869, 'tree_method': 'approx'}. Best is trial 2 with value: 0.7288392559997042. +[TRIAL] #004 value=0.69305 | best=0.72884 | elapsed=73.0m | ETA~17.0m +[I 2026-01-20 00:59:27,977] Trial 5 finished with value: 0.677087205412237 and parameters: {'n_estimators': 1659, 'max_depth': 4, 'learning_rate': 0.004351877824557905, 'subsample': 0.6237085636969654, 'colsample_bytree': 0.8399686323138285, 'reg_alpha': 0.11715909997929934, 'reg_lambda': 0.13122672818886402, 'gamma': 0.14690818448270082, 'min_child_weight': 0.09482917199094015, 'tree_method': 'approx'}. Best is trial 2 with value: 0.7288392559997042. +[TRIAL] #005 value=0.67709 | best=0.72884 | elapsed=100.6m | ETA~0.0m +[SAVE] model_XGB_supervised_normal_FB_64log_gc_tetra.joblib + metrics/params +[DONE] XGB | supervised | normal | FB in 152.0 min best=0.72884 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=normal | metric=FB | model=ET | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-20 01:50:51,210] A new study created in memory with name: ET_supervised_normal_FB_64log_gc_tetra +[I 2026-01-20 01:54:03,161] Trial 0 finished with value: 0.6125421922188666 and parameters: {'n_estimators': 1013, 'max_depth': 11, 'min_samples_split': 14, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.6125421922188666. +[TRIAL] #000 value=0.61254 | best=0.61254 | elapsed=3.2m | ETA~86.8m +[I 2026-01-20 01:58:00,054] Trial 1 finished with value: 0.6833558863328822 and parameters: {'n_estimators': 1454, 'max_depth': 16, 'min_samples_split': 2, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.6833558863328822. +[TRIAL] #001 value=0.68336 | best=0.68336 | elapsed=7.2m | ETA~82.8m +[I 2026-01-20 02:01:53,102] Trial 2 finished with value: 0.6440962506994964 and parameters: {'n_estimators': 1752, 'max_depth': 12, 'min_samples_split': 2, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.6833558863328822. +[TRIAL] #002 value=0.64410 | best=0.68336 | elapsed=11.0m | ETA~79.0m +[I 2026-01-20 02:04:38,829] Trial 3 finished with value: 0.5951092837048257 and parameters: {'n_estimators': 995, 'max_depth': 10, 'min_samples_split': 3, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6833558863328822. +[TRIAL] #003 value=0.59511 | best=0.68336 | elapsed=13.8m | ETA~76.2m +[I 2026-01-20 02:07:30,210] Trial 4 finished with value: 0.6486377322464566 and parameters: {'n_estimators': 1031, 'max_depth': 12, 'min_samples_split': 14, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.6833558863328822. +[TRIAL] #004 value=0.64864 | best=0.68336 | elapsed=16.7m | ETA~73.3m +[I 2026-01-20 02:09:33,267] Trial 5 finished with value: 0.4543546294176017 and parameters: {'n_estimators': 714, 'max_depth': 6, 'min_samples_split': 19, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6833558863328822. +[TRIAL] #005 value=0.45435 | best=0.68336 | elapsed=18.7m | ETA~71.3m +[I 2026-01-20 02:11:58,108] Trial 6 finished with value: 0.6562935268675317 and parameters: {'n_estimators': 652, 'max_depth': 13, 'min_samples_split': 13, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.6833558863328822. +[TRIAL] #006 value=0.65629 | best=0.68336 | elapsed=21.1m | ETA~68.9m +[I 2026-01-20 02:15:50,795] Trial 7 finished with value: 0.6517924291802457 and parameters: {'n_estimators': 1603, 'max_depth': 14, 'min_samples_split': 6, 'min_samples_leaf': 11, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6833558863328822. +[TRIAL] #007 value=0.65179 | best=0.68336 | elapsed=25.0m | ETA~65.0m +[I 2026-01-20 02:19:37,945] Trial 8 finished with value: 0.6743933357479174 and parameters: {'n_estimators': 1370, 'max_depth': 17, 'min_samples_split': 2, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6833558863328822. +[TRIAL] #008 value=0.67439 | best=0.68336 | elapsed=28.8m | ETA~61.2m +[I 2026-01-20 02:23:08,303] Trial 9 finished with value: 0.6557974979027611 and parameters: {'n_estimators': 1354, 'max_depth': 12, 'min_samples_split': 9, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.6833558863328822. +[TRIAL] #009 value=0.65580 | best=0.68336 | elapsed=32.3m | ETA~57.7m +[I 2026-01-20 02:28:00,909] Trial 10 finished with value: 0.6925663590183874 and parameters: {'n_estimators': 1904, 'max_depth': 18, 'min_samples_split': 8, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 10 with value: 0.6925663590183874. +[TRIAL] #010 value=0.69257 | best=0.69257 | elapsed=37.2m | ETA~52.8m +[I 2026-01-20 02:32:53,958] Trial 11 finished with value: 0.6922746934544025 and parameters: {'n_estimators': 1987, 'max_depth': 18, 'min_samples_split': 7, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 10 with value: 0.6925663590183874. +[TRIAL] #011 value=0.69227 | best=0.69257 | elapsed=42.0m | ETA~48.0m +[I 2026-01-20 02:38:03,520] Trial 12 finished with value: 0.6996574459464437 and parameters: {'n_estimators': 1990, 'max_depth': 18, 'min_samples_split': 9, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 12 with value: 0.6996574459464437. +[TRIAL] #012 value=0.69966 | best=0.69966 | elapsed=47.2m | ETA~42.8m +[I 2026-01-20 02:42:46,955] Trial 13 finished with value: 0.6838120199483091 and parameters: {'n_estimators': 1967, 'max_depth': 15, 'min_samples_split': 10, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 12 with value: 0.6996574459464437. +[TRIAL] #013 value=0.68381 | best=0.69966 | elapsed=51.9m | ETA~38.1m +[I 2026-01-20 02:47:22,313] Trial 14 finished with value: 0.6958440603162928 and parameters: {'n_estimators': 1762, 'max_depth': 17, 'min_samples_split': 7, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 12 with value: 0.6996574459464437. +[TRIAL] #014 value=0.69584 | best=0.69966 | elapsed=56.5m | ETA~33.5m +[I 2026-01-20 02:51:47,944] Trial 15 finished with value: 0.6893335284219767 and parameters: {'n_estimators': 1723, 'max_depth': 16, 'min_samples_split': 5, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 12 with value: 0.6996574459464437. +[TRIAL] #015 value=0.68933 | best=0.69966 | elapsed=60.9m | ETA~29.1m +[I 2026-01-20 02:54:55,056] Trial 16 finished with value: 0.5205129997204361 and parameters: {'n_estimators': 1766, 'max_depth': 8, 'min_samples_split': 12, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 12 with value: 0.6996574459464437. +[TRIAL] #016 value=0.52051 | best=0.69966 | elapsed=64.1m | ETA~25.9m +[I 2026-01-20 02:58:47,648] Trial 17 finished with value: 0.6830894610112984 and parameters: {'n_estimators': 1535, 'max_depth': 15, 'min_samples_split': 17, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 12 with value: 0.6996574459464437. +[TRIAL] #017 value=0.68309 | best=0.69966 | elapsed=67.9m | ETA~22.1m +[I 2026-01-20 03:02:15,086] Trial 18 finished with value: 0.6990058910162003 and parameters: {'n_estimators': 1153, 'max_depth': 18, 'min_samples_split': 5, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 12 with value: 0.6996574459464437. +[TRIAL] #018 value=0.69901 | best=0.69966 | elapsed=71.4m | ETA~18.6m +[I 2026-01-20 03:05:47,138] Trial 19 finished with value: 0.688238865673774 and parameters: {'n_estimators': 1196, 'max_depth': 18, 'min_samples_split': 5, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 12 with value: 0.6996574459464437. +[TRIAL] #019 value=0.68824 | best=0.69966 | elapsed=74.9m | ETA~15.1m +[I 2026-01-20 03:08:32,722] Trial 20 finished with value: 0.662527017620984 and parameters: {'n_estimators': 846, 'max_depth': 14, 'min_samples_split': 11, 'min_samples_leaf': 12, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 12 with value: 0.6996574459464437. +[TRIAL] #020 value=0.66253 | best=0.69966 | elapsed=77.7m | ETA~12.3m +[I 2026-01-20 03:12:03,754] Trial 21 finished with value: 0.6959673928726013 and parameters: {'n_estimators': 1195, 'max_depth': 17, 'min_samples_split': 8, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 12 with value: 0.6996574459464437. +[TRIAL] #021 value=0.69597 | best=0.69966 | elapsed=81.2m | ETA~8.8m +[I 2026-01-20 03:15:38,637] Trial 22 finished with value: 0.6982325987344534 and parameters: {'n_estimators': 1173, 'max_depth': 17, 'min_samples_split': 9, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 12 with value: 0.6996574459464437. +[TRIAL] #022 value=0.69823 | best=0.69966 | elapsed=84.8m | ETA~5.2m +[I 2026-01-20 03:19:13,191] Trial 23 finished with value: 0.6981221168864189 and parameters: {'n_estimators': 1184, 'max_depth': 16, 'min_samples_split': 4, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 12 with value: 0.6996574459464437. +[TRIAL] #023 value=0.69812 | best=0.69966 | elapsed=88.4m | ETA~1.6m +[I 2026-01-20 03:22:24,168] Trial 24 finished with value: 0.7011165930927032 and parameters: {'n_estimators': 888, 'max_depth': 18, 'min_samples_split': 10, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 24 with value: 0.7011165930927032. +[TRIAL] #024 value=0.70112 | best=0.70112 | elapsed=91.6m | ETA~0.0m +[SAVE] model_ET_supervised_normal_FB_64log_gc_tetra.joblib + metrics/params +[DONE] ET | supervised | normal | FB in 95.2 min best=0.70112 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=weighted | metric=F1 | model=RF | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-20 03:26:02,187] A new study created in memory with name: RF_supervised_weighted_F1_64log_gc_tetra +[W 2026-01-20 03:26:48,721] Trial 0 failed with parameters: {'n_estimators': 1142, 'max_depth': 13, 'min_samples_split': 4, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'} because of the following error: ValueError('Pipeline.fit does not accept the sample_weight parameter. You can pass parameters to specific steps of your pipeline using the stepname__parameter format, e.g. `Pipeline.fit(X, y, logisticregression__sample_weight=sample_weight)`.'). +Traceback (most recent call last): + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/optuna/study/_optimize.py", line 201, in _run_trial + value_or_values = func(trial) + ^^^^^^^^^^^ + File "/TomaszLab/tRNA/Modele_final/Mass_models.py", line 555, in objective + model_fold.fit(Xtr, ytr, sample_weight=sw_tr) + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/base.py", line 1365, in wrapper + return fit_method(estimator, *args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/pipeline.py", line 654, in fit + routed_params = self._check_method_params(method="fit", props=params) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/pipeline.py", line 460, in _check_method_params + raise ValueError( +ValueError: Pipeline.fit does not accept the sample_weight parameter. You can pass parameters to specific steps of your pipeline using the stepname__parameter format, e.g. `Pipeline.fit(X, y, logisticregression__sample_weight=sample_weight)`. +[W 2026-01-20 03:26:48,728] Trial 0 failed with value None. +Traceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/Mass_models.py", line 903, in + main() + File "/TomaszLab/tRNA/Modele_final/Mass_models.py", line 868, in main + model, best_params, met_dict, study = fit_best_model( + ^^^^^^^^^^^^^^^ + File "/TomaszLab/tRNA/Modele_final/Mass_models.py", line 635, in fit_best_model + study.optimize( + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/optuna/study/study.py", line 490, in optimize + _optimize( + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/optuna/study/_optimize.py", line 63, in _optimize + _optimize_sequential( + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/optuna/study/_optimize.py", line 160, in _optimize_sequential + frozen_trial_id = _run_trial(study, func, catch) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/optuna/study/_optimize.py", line 258, in _run_trial + raise func_err + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/optuna/study/_optimize.py", line 201, in _run_trial + value_or_values = func(trial) + ^^^^^^^^^^^ + File "/TomaszLab/tRNA/Modele_final/Mass_models.py", line 555, in objective + model_fold.fit(Xtr, ytr, sample_weight=sw_tr) + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/base.py", line 1365, in wrapper + return fit_method(estimator, *args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/pipeline.py", line 654, in fit + routed_params = self._check_method_params(method="fit", props=params) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/pipeline.py", line 460, in _check_method_params + raise ValueError( +ValueError: Pipeline.fit does not accept the sample_weight parameter. You can pass parameters to specific steps of your pipeline using the stepname__parameter format, e.g. `Pipeline.fit(X, y, logisticregression__sample_weight=sample_weight)`. +[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 Mass_models.py --ndjson split_dataset/subset01/ --supp2 Supp2.xlsx --supp1 Supp1.csv --outdir results_models --train_mode both --weight_mode both --model all --metric all --n_trials 30 --timeout 5400 +[?2004l [CPU ] total=32 using=28 (flag=0) +[DIR ] results_models: /TomaszLab/tRNA/Modele_final/results_models/results_models +[HAVE] 0 trained models already present +[LOAD] train: split_dataset/subset01/train.jsonl (lines≈198216) +^CTraceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/Mass_models.py", line 931, in + main() + File "/TomaszLab/tRNA/Modele_final/Mass_models.py", line 813, in main + Xtr, ytr, gtr, mtr, Xte, yte, gte, mte = _load_train_test(args.ndjson, args.supp2) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/TomaszLab/tRNA/Modele_final/Mass_models.py", line 234, in _load_train_test + Xtr, mtr = build_feature_matrices(str(tr), True) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/TomaszLab/tRNA/Modele_final/Mass_models.py", line 182, in build_feature_matrices + line = line.strip() + ^^^^^^^^^^^^ +KeyboardInterrupt +^C +[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 Mass_models.py --ndjson split_dataset/subset01/ --supp2 Supp2.xlsx --supp1 Supp1.csv --outdir results_models --train_mode both --weight_mode both --model all --metric all --n_trials 30 --timeout 5400models[1@. +[?2004l [CPU ] total=32 using=28 (flag=0) +[DIR ] results_models: /TomaszLab/tRNA/Modele_final/results_models +[HAVE] 9 trained models already present +[LOAD] train: split_dataset/subset01/train.jsonl (lines≈198216) +[LOAD] test: split_dataset/subset01/test.jsonl (lines≈49555) +[LOAD] Supp1 mapping for weights: Supp1.csv +[WRITE] weights_snapshot_train.tsv / weights_snapshot_test.tsv +[WEIGHTS] Supp2(P) weights: n=5290 mean=0.961 sd=0.056 min=0.750 max=1.000 + +======================================================================== +[DATA] train=(198216, 322) P(from Supp2)=5290 (2.669%) +[DATA] test=(49555, 322) P(from Supp2)=1384 (2.793%) +======================================================================== +[SKIP] exists: model_RF_supervised_normal_F1_64log_gc_tetra.joblib +[SKIP] exists: model_XGB_supervised_normal_F1_64log_gc_tetra.joblib +[SKIP] exists: model_ET_supervised_normal_F1_64log_gc_tetra.joblib +[SKIP] exists: model_RF_supervised_normal_PR_AUC_64log_gc_tetra.joblib +[SKIP] exists: model_XGB_supervised_normal_PR_AUC_64log_gc_tetra.joblib +[SKIP] exists: model_ET_supervised_normal_PR_AUC_64log_gc_tetra.joblib +[SKIP] exists: model_RF_supervised_normal_FB_64log_gc_tetra.joblib +[SKIP] exists: model_XGB_supervised_normal_FB_64log_gc_tetra.joblib +[SKIP] exists: model_ET_supervised_normal_FB_64log_gc_tetra.joblib + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=weighted | metric=F1 | model=RF | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-20 04:08:47,590] A new study created in memory with name: RF_supervised_weighted_F1_64log_gc_tetra +[I 2026-01-20 04:17:49,076] Trial 0 finished with value: 0.6427842920935014 and parameters: {'n_estimators': 1239, 'max_depth': 6, 'min_samples_split': 11, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.6427842920935014. +[TRIAL] #000 value=0.64278 | best=0.64278 | elapsed=9.0m | ETA~81.0m +[I 2026-01-20 04:30:45,624] Trial 1 finished with value: 0.715185320536404 and parameters: {'n_estimators': 1051, 'max_depth': 12, 'min_samples_split': 7, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.715185320536404. +[TRIAL] #001 value=0.71519 | best=0.71519 | elapsed=22.0m | ETA~68.0m +[I 2026-01-20 04:40:42,566] Trial 2 finished with value: 0.6828861529988562 and parameters: {'n_estimators': 831, 'max_depth': 11, 'min_samples_split': 18, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 1 with value: 0.715185320536404. +[TRIAL] #002 value=0.68289 | best=0.71519 | elapsed=31.9m | ETA~58.1m +[I 2026-01-20 04:48:04,697] Trial 3 finished with value: 0.7170877819106146 and parameters: {'n_estimators': 436, 'max_depth': 15, 'min_samples_split': 16, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 3 with value: 0.7170877819106146. +[TRIAL] #003 value=0.71709 | best=0.71709 | elapsed=39.3m | ETA~50.7m +[I 2026-01-20 04:57:24,229] Trial 4 finished with value: 0.6541337810825156 and parameters: {'n_estimators': 953, 'max_depth': 8, 'min_samples_split': 16, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 3 with value: 0.7170877819106146. +[TRIAL] #004 value=0.65413 | best=0.71709 | elapsed=48.6m | ETA~41.4m +[I 2026-01-20 05:07:35,733] Trial 5 finished with value: 0.7109977204287997 and parameters: {'n_estimators': 839, 'max_depth': 11, 'min_samples_split': 10, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 3 with value: 0.7170877819106146. +[TRIAL] #005 value=0.71100 | best=0.71709 | elapsed=58.8m | ETA~31.2m +[I 2026-01-20 05:14:38,094] Trial 6 finished with value: 0.6760196642551829 and parameters: {'n_estimators': 610, 'max_depth': 10, 'min_samples_split': 18, 'min_samples_leaf': 12, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 3 with value: 0.7170877819106146. +[TRIAL] #006 value=0.67602 | best=0.71709 | elapsed=65.8m | ETA~24.2m +[I 2026-01-20 05:28:23,006] Trial 7 finished with value: 0.6752845021730602 and parameters: {'n_estimators': 1299, 'max_depth': 10, 'min_samples_split': 9, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 3 with value: 0.7170877819106146. +[TRIAL] #007 value=0.67528 | best=0.71709 | elapsed=79.6m | ETA~10.4m +[I 2026-01-20 05:40:33,679] Trial 8 finished with value: 0.683170333176279 and parameters: {'n_estimators': 1150, 'max_depth': 11, 'min_samples_split': 8, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 3 with value: 0.7170877819106146. +[TRIAL] #008 value=0.68317 | best=0.71709 | elapsed=91.8m | ETA~0.0m +[SAVE] model_RF_supervised_weighted_F1_64log_gc_tetra.joblib + metrics/params +[DONE] RF | supervised | weighted | F1 in 100.3 min best=0.71709 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=weighted | metric=F1 | model=XGB | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-20 05:49:06,973] A new study created in memory with name: XGB_supervised_weighted_F1_64log_gc_tetra +[I 2026-01-20 05:51:47,053] Trial 0 finished with value: 0.7110798663903017 and parameters: {'n_estimators': 575, 'max_depth': 6, 'learning_rate': 0.005341296576909013, 'subsample': 0.656402795936789, 'colsample_bytree': 0.6838085711187258, 'reg_alpha': 0.053794776993950855, 'reg_lambda': 0.20303038279383276, 'gamma': 0.10400685473000992, 'min_child_weight': 0.1512686295657597, 'tree_method': 'hist'}. Best is trial 0 with value: 0.7110798663903017. +[TRIAL] #000 value=0.71108 | best=0.71108 | elapsed=2.7m | ETA~77.5m +[I 2026-01-20 06:19:09,326] Trial 1 finished with value: 0.6525612909900078 and parameters: {'n_estimators': 1695, 'max_depth': 3, 'learning_rate': 0.003191848416996316, 'subsample': 0.7417249801760951, 'colsample_bytree': 0.9361831986788145, 'reg_alpha': 0.00022968016735962606, 'reg_lambda': 0.013493325857467663, 'gamma': 2.6912635191147305, 'min_child_weight': 0.17052097502640298, 'tree_method': 'approx'}. Best is trial 0 with value: 0.7110798663903017. +[TRIAL] #001 value=0.65256 | best=0.71108 | elapsed=30.1m | ETA~59.9m +[I 2026-01-20 06:21:30,752] Trial 2 finished with value: 0.7202021088391657 and parameters: {'n_estimators': 647, 'max_depth': 4, 'learning_rate': 0.03540176348742688, 'subsample': 0.7822489249696754, 'colsample_bytree': 0.6934679852870117, 'reg_alpha': 0.00015941557172984632, 'reg_lambda': 0.0791324038402178, 'gamma': 3.610545753337593, 'min_child_weight': 0.016088698629800342, 'tree_method': 'hist'}. Best is trial 2 with value: 0.7202021088391657. +[TRIAL] #002 value=0.72020 | best=0.72020 | elapsed=32.4m | ETA~57.6m +[I 2026-01-20 06:24:10,270] Trial 3 finished with value: 0.7160180979109849 and parameters: {'n_estimators': 937, 'max_depth': 5, 'learning_rate': 0.012761581220041465, 'subsample': 0.9212373097709867, 'colsample_bytree': 0.8684092043393676, 'reg_alpha': 1.9230533190552281, 'reg_lambda': 0.05304171139084675, 'gamma': 4.651568951697438, 'min_child_weight': 0.059767616643371144, 'tree_method': 'hist'}. Best is trial 2 with value: 0.7202021088391657. +[TRIAL] #003 value=0.71602 | best=0.72020 | elapsed=35.1m | ETA~54.9m +[I 2026-01-20 06:44:30,347] Trial 4 finished with value: 0.7316308621469358 and parameters: {'n_estimators': 1210, 'max_depth': 4, 'learning_rate': 0.022390143279946068, 'subsample': 0.6119166034331064, 'colsample_bytree': 0.7634794692174656, 'reg_alpha': 0.11474692256076882, 'reg_lambda': 0.029545835921518455, 'gamma': 2.462822671955039, 'min_child_weight': 0.001250663371488059, 'tree_method': 'approx'}. Best is trial 4 with value: 0.7316308621469358. +[TRIAL] #004 value=0.73163 | best=0.73163 | elapsed=55.4m | ETA~34.6m +[I 2026-01-20 06:46:41,130] Trial 5 finished with value: 0.620260542193486 and parameters: {'n_estimators': 583, 'max_depth': 3, 'learning_rate': 0.0024081677123802703, 'subsample': 0.8498435913334692, 'colsample_bytree': 0.601272716267844, 'reg_alpha': 0.22250326011796034, 'reg_lambda': 0.005633515685464009, 'gamma': 0.7026163803395535, 'min_child_weight': 0.02304447304995728, 'tree_method': 'hist'}. Best is trial 4 with value: 0.7316308621469358. +[TRIAL] #005 value=0.62026 | best=0.73163 | elapsed=57.6m | ETA~32.4m +[I 2026-01-20 07:20:57,339] Trial 6 finished with value: 0.711486309973874 and parameters: {'n_estimators': 1716, 'max_depth': 7, 'learning_rate': 0.0035425465617415666, 'subsample': 0.7310165056511151, 'colsample_bytree': 0.6093822966600293, 'reg_alpha': 8.518161420144303, 'reg_lambda': 3.2276346386209958, 'gamma': 2.1322832700362953, 'min_child_weight': 0.5539014148193161, 'tree_method': 'approx'}. Best is trial 4 with value: 0.7316308621469358. +[TRIAL] #006 value=0.71149 | best=0.73163 | elapsed=91.9m | ETA~0.0m +[SAVE] model_XGB_supervised_weighted_F1_64log_gc_tetra.joblib + metrics/params +[DONE] XGB | supervised | weighted | F1 in 116.0 min best=0.73163 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=weighted | metric=F1 | model=ET | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-20 07:45:09,873] A new study created in memory with name: ET_supervised_weighted_F1_64log_gc_tetra +[I 2026-01-20 07:48:20,569] Trial 0 finished with value: 0.4437760728093518 and parameters: {'n_estimators': 1765, 'max_depth': 7, 'min_samples_split': 19, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.4437760728093518. +[TRIAL] #000 value=0.44378 | best=0.44378 | elapsed=3.2m | ETA~86.8m +[I 2026-01-20 07:52:02,853] Trial 1 finished with value: 0.5960697073918769 and parameters: {'n_estimators': 1964, 'max_depth': 9, 'min_samples_split': 4, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.5960697073918769. +[TRIAL] #001 value=0.59607 | best=0.59607 | elapsed=6.9m | ETA~83.1m +[I 2026-01-20 07:54:42,452] Trial 2 finished with value: 0.7078717137897177 and parameters: {'n_estimators': 611, 'max_depth': 18, 'min_samples_split': 17, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 2 with value: 0.7078717137897177. +[TRIAL] #002 value=0.70787 | best=0.70787 | elapsed=9.5m | ETA~80.5m +[I 2026-01-20 07:58:14,980] Trial 3 finished with value: 0.7038364521675552 and parameters: {'n_estimators': 1017, 'max_depth': 18, 'min_samples_split': 17, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 2 with value: 0.7078717137897177. +[TRIAL] #003 value=0.70384 | best=0.70787 | elapsed=13.1m | ETA~76.9m +[I 2026-01-20 08:01:10,440] Trial 4 finished with value: 0.6058326734284494 and parameters: {'n_estimators': 1053, 'max_depth': 10, 'min_samples_split': 20, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 2 with value: 0.7078717137897177. +[TRIAL] #004 value=0.60583 | best=0.70787 | elapsed=16.0m | ETA~74.0m +[I 2026-01-20 08:04:10,810] Trial 5 finished with value: 0.48224753335249587 and parameters: {'n_estimators': 1674, 'max_depth': 6, 'min_samples_split': 15, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.7078717137897177. +[TRIAL] #005 value=0.48225 | best=0.70787 | elapsed=19.0m | ETA~71.0m +[I 2026-01-20 08:06:55,249] Trial 6 finished with value: 0.574873495488321 and parameters: {'n_estimators': 1039, 'max_depth': 8, 'min_samples_split': 9, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.7078717137897177. +[TRIAL] #006 value=0.57487 | best=0.70787 | elapsed=21.8m | ETA~68.2m +[I 2026-01-20 08:09:55,553] Trial 7 finished with value: 0.6054374318610507 and parameters: {'n_estimators': 1078, 'max_depth': 10, 'min_samples_split': 5, 'min_samples_leaf': 12, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.7078717137897177. +[TRIAL] #007 value=0.60544 | best=0.70787 | elapsed=24.8m | ETA~65.2m +[I 2026-01-20 08:13:54,131] Trial 8 finished with value: 0.6584637204777353 and parameters: {'n_estimators': 1472, 'max_depth': 14, 'min_samples_split': 2, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.7078717137897177. +[TRIAL] #008 value=0.65846 | best=0.70787 | elapsed=28.8m | ETA~61.2m +[I 2026-01-20 08:17:37,589] Trial 9 finished with value: 0.5929959517826643 and parameters: {'n_estimators': 1811, 'max_depth': 9, 'min_samples_split': 14, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.7078717137897177. +[TRIAL] #009 value=0.59300 | best=0.70787 | elapsed=32.5m | ETA~57.5m +[I 2026-01-20 08:20:24,699] Trial 10 finished with value: 0.7050482560686919 and parameters: {'n_estimators': 664, 'max_depth': 17, 'min_samples_split': 11, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 2 with value: 0.7078717137897177. +[TRIAL] #010 value=0.70505 | best=0.70787 | elapsed=35.3m | ETA~54.7m +[I 2026-01-20 08:23:07,143] Trial 11 finished with value: 0.7142723913988928 and parameters: {'n_estimators': 608, 'max_depth': 18, 'min_samples_split': 10, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7142723913988928. +[TRIAL] #011 value=0.71427 | best=0.71427 | elapsed=38.0m | ETA~52.0m +[I 2026-01-20 08:25:41,724] Trial 12 finished with value: 0.6939935602286801 and parameters: {'n_estimators': 604, 'max_depth': 15, 'min_samples_split': 10, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7142723913988928. +[TRIAL] #012 value=0.69399 | best=0.71427 | elapsed=40.5m | ETA~49.5m +[I 2026-01-20 08:28:44,614] Trial 13 finished with value: 0.6994690246300405 and parameters: {'n_estimators': 795, 'max_depth': 16, 'min_samples_split': 7, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7142723913988928. +[TRIAL] #013 value=0.69947 | best=0.71427 | elapsed=43.6m | ETA~46.4m +[I 2026-01-20 08:31:37,477] Trial 14 finished with value: 0.6755596559154718 and parameters: {'n_estimators': 760, 'max_depth': 13, 'min_samples_split': 12, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7142723913988928. +[TRIAL] #014 value=0.67556 | best=0.71427 | elapsed=46.5m | ETA~43.5m +[I 2026-01-20 08:35:40,273] Trial 15 finished with value: 0.7084015463948515 and parameters: {'n_estimators': 1329, 'max_depth': 18, 'min_samples_split': 14, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7142723913988928. +[TRIAL] #015 value=0.70840 | best=0.71427 | elapsed=50.5m | ETA~39.5m +[I 2026-01-20 08:39:40,745] Trial 16 finished with value: 0.6927508602482222 and parameters: {'n_estimators': 1319, 'max_depth': 16, 'min_samples_split': 13, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7142723913988928. +[TRIAL] #016 value=0.69275 | best=0.71427 | elapsed=54.5m | ETA~35.5m +[I 2026-01-20 08:43:18,211] Trial 17 finished with value: 0.6715798423380736 and parameters: {'n_estimators': 1257, 'max_depth': 13, 'min_samples_split': 8, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7142723913988928. +[TRIAL] #017 value=0.67158 | best=0.71427 | elapsed=58.1m | ETA~31.9m +[I 2026-01-20 08:47:41,406] Trial 18 finished with value: 0.6925183639948044 and parameters: {'n_estimators': 1499, 'max_depth': 18, 'min_samples_split': 15, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7142723913988928. +[TRIAL] #018 value=0.69252 | best=0.71427 | elapsed=62.5m | ETA~27.5m +[I 2026-01-20 08:51:33,645] Trial 19 finished with value: 0.7025971275135555 and parameters: {'n_estimators': 1243, 'max_depth': 16, 'min_samples_split': 7, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7142723913988928. +[TRIAL] #019 value=0.70260 | best=0.71427 | elapsed=66.4m | ETA~23.6m +[I 2026-01-20 08:54:29,958] Trial 20 finished with value: 0.6572141358444373 and parameters: {'n_estimators': 889, 'max_depth': 12, 'min_samples_split': 11, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7142723913988928. +[TRIAL] #020 value=0.65721 | best=0.71427 | elapsed=69.3m | ETA~20.7m +[I 2026-01-20 08:57:50,192] Trial 21 finished with value: 0.7105680588988659 and parameters: {'n_estimators': 860, 'max_depth': 18, 'min_samples_split': 17, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7142723913988928. +[TRIAL] #021 value=0.71057 | best=0.71427 | elapsed=72.7m | ETA~17.3m +[I 2026-01-20 09:01:09,540] Trial 22 finished with value: 0.7041896633551529 and parameters: {'n_estimators': 899, 'max_depth': 17, 'min_samples_split': 17, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7142723913988928. +[TRIAL] #022 value=0.70419 | best=0.71427 | elapsed=76.0m | ETA~14.0m +[I 2026-01-20 09:05:21,021] Trial 23 finished with value: 0.7041169961432768 and parameters: {'n_estimators': 1457, 'max_depth': 17, 'min_samples_split': 15, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7142723913988928. +[TRIAL] #023 value=0.70412 | best=0.71427 | elapsed=80.2m | ETA~9.8m +[I 2026-01-20 09:08:14,639] Trial 24 finished with value: 0.6901880043579979 and parameters: {'n_estimators': 766, 'max_depth': 15, 'min_samples_split': 13, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7142723913988928. +[TRIAL] #024 value=0.69019 | best=0.71427 | elapsed=83.1m | ETA~6.9m +[I 2026-01-20 09:11:29,283] Trial 25 finished with value: 0.7106117907340364 and parameters: {'n_estimators': 902, 'max_depth': 18, 'min_samples_split': 19, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7142723913988928. +[TRIAL] #025 value=0.71061 | best=0.71427 | elapsed=86.3m | ETA~3.7m +[I 2026-01-20 09:14:36,957] Trial 26 finished with value: 0.6914798399083999 and parameters: {'n_estimators': 926, 'max_depth': 15, 'min_samples_split': 19, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7142723913988928. +[TRIAL] #026 value=0.69148 | best=0.71427 | elapsed=89.5m | ETA~0.5m +[I 2026-01-20 09:17:34,845] Trial 27 finished with value: 0.7051840175522976 and parameters: {'n_estimators': 728, 'max_depth': 17, 'min_samples_split': 18, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.7142723913988928. +[TRIAL] #027 value=0.70518 | best=0.71427 | elapsed=92.4m | ETA~0.0m +[SAVE] model_ET_supervised_weighted_F1_64log_gc_tetra.joblib + metrics/params +[DONE] ET | supervised | weighted | F1 in 95.3 min best=0.71427 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=weighted | metric=PR_AUC | model=RF | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-20 09:20:25,229] A new study created in memory with name: RF_supervised_weighted_PR_AUC_64log_gc_tetra +[I 2026-01-20 09:30:04,779] Trial 0 finished with value: 0.6853247403974482 and parameters: {'n_estimators': 928, 'max_depth': 10, 'min_samples_split': 14, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.6853247403974482. +[TRIAL] #000 value=0.68532 | best=0.68532 | elapsed=9.7m | ETA~80.3m +[I 2026-01-20 09:36:49,636] Trial 1 finished with value: 0.6124565024313069 and parameters: {'n_estimators': 809, 'max_depth': 6, 'min_samples_split': 7, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 0 with value: 0.6853247403974482. +[TRIAL] #001 value=0.61246 | best=0.68532 | elapsed=16.4m | ETA~73.6m +[I 2026-01-20 09:44:27,398] Trial 2 finished with value: 0.697315241776298 and parameters: {'n_estimators': 637, 'max_depth': 11, 'min_samples_split': 6, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.697315241776298. +[TRIAL] #002 value=0.69732 | best=0.69732 | elapsed=24.0m | ETA~66.0m +[I 2026-01-20 09:51:21,670] Trial 3 finished with value: 0.7061276235088899 and parameters: {'n_estimators': 548, 'max_depth': 12, 'min_samples_split': 15, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 3 with value: 0.7061276235088899. +[TRIAL] #003 value=0.70613 | best=0.70613 | elapsed=30.9m | ETA~59.1m +[I 2026-01-20 10:05:00,670] Trial 4 finished with value: 0.7059763343348594 and parameters: {'n_estimators': 1306, 'max_depth': 10, 'min_samples_split': 14, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 3 with value: 0.7061276235088899. +[TRIAL] #004 value=0.70598 | best=0.70613 | elapsed=44.6m | ETA~45.4m +[I 2026-01-20 10:16:29,176] Trial 5 finished with value: 0.7122276351913206 and parameters: {'n_estimators': 977, 'max_depth': 13, 'min_samples_split': 10, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 5 with value: 0.7122276351913206. +[TRIAL] #005 value=0.71223 | best=0.71223 | elapsed=56.1m | ETA~33.9m +[I 2026-01-20 10:31:38,985] Trial 6 finished with value: 0.7323725486714675 and parameters: {'n_estimators': 1055, 'max_depth': 15, 'min_samples_split': 19, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 6 with value: 0.7323725486714675. +[TRIAL] #006 value=0.73237 | best=0.73237 | elapsed=71.3m | ETA~18.7m +[I 2026-01-20 10:42:56,039] Trial 7 finished with value: 0.6716730545711622 and parameters: {'n_estimators': 1239, 'max_depth': 8, 'min_samples_split': 9, 'min_samples_leaf': 12, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 6 with value: 0.7323725486714675. +[TRIAL] #007 value=0.67167 | best=0.73237 | elapsed=82.5m | ETA~7.5m +[I 2026-01-20 10:51:39,035] Trial 8 finished with value: 0.62217111331613 and parameters: {'n_estimators': 1193, 'max_depth': 6, 'min_samples_split': 10, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 6 with value: 0.7323725486714675. +[TRIAL] #008 value=0.62217 | best=0.73237 | elapsed=91.2m | ETA~0.0m +[SAVE] model_RF_supervised_weighted_PR_AUC_64log_gc_tetra.joblib + metrics/params +[DONE] RF | supervised | weighted | PR_AUC in 109.9 min best=0.73237 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=weighted | metric=PR_AUC | model=XGB | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-20 11:10:18,443] A new study created in memory with name: XGB_supervised_weighted_PR_AUC_64log_gc_tetra +[I 2026-01-20 11:12:46,169] Trial 0 finished with value: 0.6736445604568063 and parameters: {'n_estimators': 568, 'max_depth': 5, 'learning_rate': 0.004868618663141339, 'subsample': 0.8005357434366125, 'colsample_bytree': 0.6385034956850999, 'reg_alpha': 0.0007382164815752254, 'reg_lambda': 8.291127285888441, 'gamma': 1.3571357841762322, 'min_child_weight': 0.953924949732094, 'tree_method': 'hist'}. Best is trial 0 with value: 0.6736445604568063. +[TRIAL] #000 value=0.67364 | best=0.67364 | elapsed=2.5m | ETA~71.5m +[I 2026-01-20 11:24:47,706] Trial 1 finished with value: 0.7739642015387473 and parameters: {'n_estimators': 518, 'max_depth': 8, 'learning_rate': 0.027708226104833915, 'subsample': 0.8476730869945536, 'colsample_bytree': 0.6540559015719094, 'reg_alpha': 0.05397587462193758, 'reg_lambda': 4.865305797245083, 'gamma': 2.441941353225729, 'min_child_weight': 0.7146133567728917, 'tree_method': 'approx'}. Best is trial 1 with value: 0.7739642015387473. +[TRIAL] #001 value=0.77396 | best=0.77396 | elapsed=14.5m | ETA~75.5m +[I 2026-01-20 11:27:25,054] Trial 2 finished with value: 0.7527115596992973 and parameters: {'n_estimators': 1052, 'max_depth': 4, 'learning_rate': 0.04232615809416558, 'subsample': 0.816829652250509, 'colsample_bytree': 0.8867490803413353, 'reg_alpha': 6.5705444864441676, 'reg_lambda': 0.13756792238695617, 'gamma': 0.46761591171410266, 'min_child_weight': 0.13296887614099934, 'tree_method': 'hist'}. Best is trial 1 with value: 0.7739642015387473. +[TRIAL] #002 value=0.75271 | best=0.77396 | elapsed=17.1m | ETA~72.9m +[I 2026-01-20 11:29:27,995] Trial 3 finished with value: 0.6601882023787778 and parameters: {'n_estimators': 659, 'max_depth': 3, 'learning_rate': 0.014114648691840946, 'subsample': 0.6206951335063474, 'colsample_bytree': 0.823153900399019, 'reg_alpha': 1.526320787903947, 'reg_lambda': 0.0017199568921146353, 'gamma': 3.894161821440038, 'min_child_weight': 3.495225344336371, 'tree_method': 'hist'}. Best is trial 1 with value: 0.7739642015387473. +[TRIAL] #003 value=0.66019 | best=0.77396 | elapsed=19.2m | ETA~70.8m +[I 2026-01-20 12:01:07,931] Trial 4 finished with value: 0.75392323939249 and parameters: {'n_estimators': 1771, 'max_depth': 8, 'learning_rate': 0.01090470242798898, 'subsample': 0.7010054610671193, 'colsample_bytree': 0.5654614991602556, 'reg_alpha': 1.8052762441116217, 'reg_lambda': 2.8348829697549656, 'gamma': 4.719963444063374, 'min_child_weight': 1.2635628787064503, 'tree_method': 'approx'}. Best is trial 1 with value: 0.7739642015387473. +[TRIAL] #004 value=0.75392 | best=0.77396 | elapsed=50.9m | ETA~39.1m +[I 2026-01-20 12:23:07,935] Trial 5 finished with value: 0.5990803613661763 and parameters: {'n_estimators': 1393, 'max_depth': 3, 'learning_rate': 0.0023245925019290724, 'subsample': 0.768560962599792, 'colsample_bytree': 0.9903703081184806, 'reg_alpha': 3.746793093031714, 'reg_lambda': 5.577557610201467, 'gamma': 3.5152825612303316, 'min_child_weight': 1.5869354275320222, 'tree_method': 'approx'}. Best is trial 1 with value: 0.7739642015387473. +[TRIAL] #005 value=0.59908 | best=0.77396 | elapsed=72.8m | ETA~17.2m +[I 2026-01-20 12:35:03,733] Trial 6 finished with value: 0.7480080253383444 and parameters: {'n_estimators': 628, 'max_depth': 5, 'learning_rate': 0.02889260556258259, 'subsample': 0.8628013502807306, 'colsample_bytree': 0.9713814492963959, 'reg_alpha': 0.0018775174954771521, 'reg_lambda': 0.16542012648523827, 'gamma': 3.4763604914800004, 'min_child_weight': 2.8755632213375586, 'tree_method': 'approx'}. Best is trial 1 with value: 0.7739642015387473. +[TRIAL] #006 value=0.74801 | best=0.77396 | elapsed=84.8m | ETA~5.2m +[I 2026-01-20 12:37:24,386] Trial 7 finished with value: 0.6137757985124469 and parameters: {'n_estimators': 664, 'max_depth': 4, 'learning_rate': 0.0012340641005990733, 'subsample': 0.9054114200067147, 'colsample_bytree': 0.8444242108581553, 'reg_alpha': 0.025409268316987834, 'reg_lambda': 1.1304473063683265, 'gamma': 4.873202940185934, 'min_child_weight': 0.0046883793139846286, 'tree_method': 'hist'}. Best is trial 1 with value: 0.7739642015387473. +[TRIAL] #007 value=0.61378 | best=0.77396 | elapsed=87.1m | ETA~2.9m +[I 2026-01-20 12:40:09,079] Trial 8 finished with value: 0.6915007117478074 and parameters: {'n_estimators': 1403, 'max_depth': 3, 'learning_rate': 0.014938356554511801, 'subsample': 0.979267357840079, 'colsample_bytree': 0.6500154355373693, 'reg_alpha': 1.969364542069351, 'reg_lambda': 0.12967228133401243, 'gamma': 0.6217128792223287, 'min_child_weight': 5.801149855530622, 'tree_method': 'hist'}. Best is trial 1 with value: 0.7739642015387473. +[TRIAL] #008 value=0.69150 | best=0.77396 | elapsed=89.8m | ETA~0.2m +[I 2026-01-20 13:04:09,123] Trial 9 finished with value: 0.6483760909541739 and parameters: {'n_estimators': 1425, 'max_depth': 4, 'learning_rate': 0.0011866995690249784, 'subsample': 0.6659329668396502, 'colsample_bytree': 0.990712458407935, 'reg_alpha': 0.0008207851951615287, 'reg_lambda': 0.0016034056760074527, 'gamma': 3.9035039818003305, 'min_child_weight': 0.0014272916731903772, 'tree_method': 'approx'}. Best is trial 1 with value: 0.7739642015387473. +[TRIAL] #009 value=0.64838 | best=0.77396 | elapsed=113.9m | ETA~0.0m +[SAVE] model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra.joblib + metrics/params +[DONE] XGB | supervised | weighted | PR_AUC in 129.1 min best=0.77396 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=weighted | metric=PR_AUC | model=ET | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-20 13:19:25,224] A new study created in memory with name: ET_supervised_weighted_PR_AUC_64log_gc_tetra +[I 2026-01-20 13:22:16,074] Trial 0 finished with value: 0.44108564012959844 and parameters: {'n_estimators': 1128, 'max_depth': 7, 'min_samples_split': 5, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.44108564012959844. +[TRIAL] #000 value=0.44109 | best=0.44109 | elapsed=2.9m | ETA~82.8m +[I 2026-01-20 13:26:24,574] Trial 1 finished with value: 0.5749917664355333 and parameters: {'n_estimators': 1980, 'max_depth': 11, 'min_samples_split': 10, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.5749917664355333. +[TRIAL] #001 value=0.57499 | best=0.57499 | elapsed=7.0m | ETA~83.0m +[I 2026-01-20 13:29:10,873] Trial 2 finished with value: 0.46507042137716326 and parameters: {'n_estimators': 1193, 'max_depth': 7, 'min_samples_split': 10, 'min_samples_leaf': 11, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.5749917664355333. +[TRIAL] #002 value=0.46507 | best=0.57499 | elapsed=9.8m | ETA~80.2m +[I 2026-01-20 13:32:26,653] Trial 3 finished with value: 0.6782830783587569 and parameters: {'n_estimators': 961, 'max_depth': 14, 'min_samples_split': 10, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 3 with value: 0.6782830783587569. +[TRIAL] #003 value=0.67828 | best=0.67828 | elapsed=13.0m | ETA~77.0m +[I 2026-01-20 13:35:12,804] Trial 4 finished with value: 0.546026768563997 and parameters: {'n_estimators': 1045, 'max_depth': 9, 'min_samples_split': 10, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 3 with value: 0.6782830783587569. +[TRIAL] #004 value=0.54603 | best=0.67828 | elapsed=15.8m | ETA~74.2m +[I 2026-01-20 13:37:26,924] Trial 5 finished with value: 0.4265777796914953 and parameters: {'n_estimators': 715, 'max_depth': 7, 'min_samples_split': 12, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 3 with value: 0.6782830783587569. +[TRIAL] #005 value=0.42658 | best=0.67828 | elapsed=18.0m | ETA~72.0m +[I 2026-01-20 13:39:55,878] Trial 6 finished with value: 0.4598822974450284 and parameters: {'n_estimators': 867, 'max_depth': 7, 'min_samples_split': 20, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 3 with value: 0.6782830783587569. +[TRIAL] #006 value=0.45988 | best=0.67828 | elapsed=20.5m | ETA~67.4m +[I 2026-01-20 13:42:28,669] Trial 7 finished with value: 0.4636975671754387 and parameters: {'n_estimators': 1033, 'max_depth': 7, 'min_samples_split': 3, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 3 with value: 0.6782830783587569. +[TRIAL] #007 value=0.46370 | best=0.67828 | elapsed=23.1m | ETA~63.4m +[I 2026-01-20 13:45:06,494] Trial 8 finished with value: 0.6998979612781846 and parameters: {'n_estimators': 606, 'max_depth': 15, 'min_samples_split': 18, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 8 with value: 0.6998979612781846. +[TRIAL] #008 value=0.69990 | best=0.69990 | elapsed=25.7m | ETA~59.9m +[I 2026-01-20 13:48:22,999] Trial 9 finished with value: 0.6593332109206469 and parameters: {'n_estimators': 1082, 'max_depth': 15, 'min_samples_split': 2, 'min_samples_leaf': 12, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 8 with value: 0.6998979612781846. +[TRIAL] #009 value=0.65933 | best=0.69990 | elapsed=29.0m | ETA~57.9m +[I 2026-01-20 13:52:33,904] Trial 10 finished with value: 0.7247345333129254 and parameters: {'n_estimators': 1507, 'max_depth': 18, 'min_samples_split': 20, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 10 with value: 0.7247345333129254. +[TRIAL] #010 value=0.72473 | best=0.72473 | elapsed=33.1m | ETA~56.9m +[I 2026-01-20 13:56:49,662] Trial 11 finished with value: 0.7247102622517781 and parameters: {'n_estimators': 1543, 'max_depth': 18, 'min_samples_split': 20, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 10 with value: 0.7247345333129254. +[TRIAL] #011 value=0.72471 | best=0.72473 | elapsed=37.4m | ETA~52.6m +[I 2026-01-20 14:01:16,311] Trial 12 finished with value: 0.7264817631932048 and parameters: {'n_estimators': 1541, 'max_depth': 18, 'min_samples_split': 16, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 12 with value: 0.7264817631932048. +[TRIAL] #012 value=0.72648 | best=0.72648 | elapsed=41.9m | ETA~48.1m +[I 2026-01-20 14:05:40,432] Trial 13 finished with value: 0.733124843786015 and parameters: {'n_estimators': 1481, 'max_depth': 18, 'min_samples_split': 16, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 13 with value: 0.733124843786015. +[TRIAL] #013 value=0.73312 | best=0.73312 | elapsed=46.3m | ETA~43.7m +[I 2026-01-20 14:09:59,213] Trial 14 finished with value: 0.7272387646478771 and parameters: {'n_estimators': 1477, 'max_depth': 17, 'min_samples_split': 15, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 13 with value: 0.733124843786015. +[TRIAL] #014 value=0.72724 | best=0.73312 | elapsed=50.6m | ETA~39.4m +[I 2026-01-20 14:14:38,185] Trial 15 finished with value: 0.7182348608135859 and parameters: {'n_estimators': 1786, 'max_depth': 16, 'min_samples_split': 14, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 13 with value: 0.733124843786015. +[TRIAL] #015 value=0.71823 | best=0.73312 | elapsed=55.2m | ETA~34.8m +[I 2026-01-20 14:18:22,209] Trial 16 finished with value: 0.6668429398312408 and parameters: {'n_estimators': 1403, 'max_depth': 13, 'min_samples_split': 15, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 13 with value: 0.733124843786015. +[TRIAL] #016 value=0.66684 | best=0.73312 | elapsed=59.0m | ETA~31.0m +[I 2026-01-20 14:22:56,816] Trial 17 finished with value: 0.7146242859244059 and parameters: {'n_estimators': 1777, 'max_depth': 16, 'min_samples_split': 17, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 13 with value: 0.733124843786015. +[TRIAL] #017 value=0.71462 | best=0.73312 | elapsed=63.5m | ETA~26.5m +[I 2026-01-20 14:26:17,871] Trial 18 finished with value: 0.6189176134296692 and parameters: {'n_estimators': 1279, 'max_depth': 11, 'min_samples_split': 13, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 13 with value: 0.733124843786015. +[TRIAL] #018 value=0.61892 | best=0.73312 | elapsed=66.9m | ETA~23.1m +[I 2026-01-20 14:31:00,569] Trial 19 finished with value: 0.7076766299896815 and parameters: {'n_estimators': 1720, 'max_depth': 17, 'min_samples_split': 8, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 13 with value: 0.733124843786015. +[TRIAL] #019 value=0.70768 | best=0.73312 | elapsed=71.6m | ETA~18.4m +[I 2026-01-20 14:34:35,856] Trial 20 finished with value: 0.6410107284372653 and parameters: {'n_estimators': 1356, 'max_depth': 12, 'min_samples_split': 18, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 13 with value: 0.733124843786015. +[TRIAL] #020 value=0.64101 | best=0.73312 | elapsed=75.2m | ETA~14.8m +[I 2026-01-20 14:39:12,969] Trial 21 finished with value: 0.7265619532058719 and parameters: {'n_estimators': 1635, 'max_depth': 18, 'min_samples_split': 16, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 13 with value: 0.733124843786015. +[TRIAL] #021 value=0.72656 | best=0.73312 | elapsed=79.8m | ETA~10.2m +[I 2026-01-20 14:43:44,421] Trial 22 finished with value: 0.717561507844436 and parameters: {'n_estimators': 1639, 'max_depth': 17, 'min_samples_split': 15, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 13 with value: 0.733124843786015. +[TRIAL] #022 value=0.71756 | best=0.73312 | elapsed=84.3m | ETA~5.7m +[I 2026-01-20 14:48:44,312] Trial 23 finished with value: 0.7206758010950856 and parameters: {'n_estimators': 1909, 'max_depth': 17, 'min_samples_split': 17, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 13 with value: 0.733124843786015. +[TRIAL] #023 value=0.72068 | best=0.73312 | elapsed=89.3m | ETA~0.7m +[I 2026-01-20 14:52:50,700] Trial 24 finished with value: 0.7195280435637679 and parameters: {'n_estimators': 1417, 'max_depth': 16, 'min_samples_split': 13, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 13 with value: 0.733124843786015. +[TRIAL] #024 value=0.71953 | best=0.73312 | elapsed=93.4m | ETA~0.0m +[SAVE] model_ET_supervised_weighted_PR_AUC_64log_gc_tetra.joblib + metrics/params +[DONE] ET | supervised | weighted | PR_AUC in 98.6 min best=0.73312 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=weighted | metric=FB | model=RF | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-20 14:57:59,315] A new study created in memory with name: RF_supervised_weighted_FB_64log_gc_tetra +[I 2026-01-20 15:12:23,992] Trial 0 finished with value: 0.6953959484346225 and parameters: {'n_estimators': 947, 'max_depth': 16, 'min_samples_split': 15, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.6953959484346225. +[TRIAL] #000 value=0.69540 | best=0.69540 | elapsed=14.4m | ETA~75.6m +[I 2026-01-20 15:19:23,599] Trial 1 finished with value: 0.7034497459764806 and parameters: {'n_estimators': 440, 'max_depth': 16, 'min_samples_split': 8, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 1 with value: 0.7034497459764806. +[TRIAL] #001 value=0.70345 | best=0.70345 | elapsed=21.4m | ETA~68.6m +[I 2026-01-20 15:33:41,368] Trial 2 finished with value: 0.6838577341489323 and parameters: {'n_estimators': 1238, 'max_depth': 12, 'min_samples_split': 8, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 1 with value: 0.7034497459764806. +[TRIAL] #002 value=0.68386 | best=0.70345 | elapsed=35.7m | ETA~54.3m +[I 2026-01-20 15:44:19,790] Trial 3 finished with value: 0.6753524444605515 and parameters: {'n_estimators': 1003, 'max_depth': 11, 'min_samples_split': 3, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.7034497459764806. +[TRIAL] #003 value=0.67535 | best=0.70345 | elapsed=46.4m | ETA~43.6m +[I 2026-01-20 15:50:58,614] Trial 4 finished with value: 0.6533647741701433 and parameters: {'n_estimators': 612, 'max_depth': 9, 'min_samples_split': 15, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.7034497459764806. +[TRIAL] #004 value=0.65336 | best=0.70345 | elapsed=53.0m | ETA~37.0m +[I 2026-01-20 15:58:13,430] Trial 5 finished with value: 0.6498718091628581 and parameters: {'n_estimators': 726, 'max_depth': 8, 'min_samples_split': 4, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.7034497459764806. +[TRIAL] #005 value=0.64987 | best=0.70345 | elapsed=60.2m | ETA~29.8m +[I 2026-01-20 16:02:39,118] Trial 6 finished with value: 0.6075169902001276 and parameters: {'n_estimators': 444, 'max_depth': 6, 'min_samples_split': 8, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.7034497459764806. +[TRIAL] #006 value=0.60752 | best=0.70345 | elapsed=64.7m | ETA~25.3m +[I 2026-01-20 16:18:18,877] Trial 7 finished with value: 0.6973848069738481 and parameters: {'n_estimators': 1267, 'max_depth': 14, 'min_samples_split': 20, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 1 with value: 0.7034497459764806. +[TRIAL] #007 value=0.69738 | best=0.70345 | elapsed=80.4m | ETA~9.6m +[I 2026-01-20 16:23:44,848] Trial 8 finished with value: 0.5956459277268207 and parameters: {'n_estimators': 636, 'max_depth': 6, 'min_samples_split': 16, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.7034497459764806. +[TRIAL] #008 value=0.59565 | best=0.70345 | elapsed=85.8m | ETA~4.2m +[I 2026-01-20 16:33:30,124] Trial 9 finished with value: 0.6390963745673165 and parameters: {'n_estimators': 1027, 'max_depth': 8, 'min_samples_split': 15, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 1 with value: 0.7034497459764806. +[TRIAL] #009 value=0.63910 | best=0.70345 | elapsed=95.5m | ETA~0.0m +[SAVE] model_RF_supervised_weighted_FB_64log_gc_tetra.joblib + metrics/params +[DONE] RF | supervised | weighted | FB in 103.8 min best=0.70345 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=weighted | metric=FB | model=XGB | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-20 16:41:45,531] A new study created in memory with name: XGB_supervised_weighted_FB_64log_gc_tetra +[I 2026-01-20 16:43:59,338] Trial 0 finished with value: 0.6935382800692985 and parameters: {'n_estimators': 883, 'max_depth': 3, 'learning_rate': 0.045735450521903455, 'subsample': 0.6418642104684384, 'colsample_bytree': 0.5068519104536702, 'reg_alpha': 0.0035458261171221754, 'reg_lambda': 0.07101037657983374, 'gamma': 1.6787849661200915, 'min_child_weight': 0.002136188445413432, 'tree_method': 'hist'}. Best is trial 0 with value: 0.6935382800692985. +[TRIAL] #000 value=0.69354 | best=0.69354 | elapsed=2.2m | ETA~64.7m +[I 2026-01-20 16:46:04,467] Trial 1 finished with value: 0.7039303536954067 and parameters: {'n_estimators': 982, 'max_depth': 5, 'learning_rate': 0.11204431532882331, 'subsample': 0.9395977649942358, 'colsample_bytree': 0.9058926424437177, 'reg_alpha': 0.09130026712760644, 'reg_lambda': 0.07155397789672902, 'gamma': 4.242779132558831, 'min_child_weight': 0.6933608293603919, 'tree_method': 'hist'}. Best is trial 1 with value: 0.7039303536954067. +[TRIAL] #001 value=0.70393 | best=0.70393 | elapsed=4.3m | ETA~60.4m +[I 2026-01-20 17:18:00,381] Trial 2 finished with value: 0.7424014112977324 and parameters: {'n_estimators': 1471, 'max_depth': 9, 'learning_rate': 0.01817550297106812, 'subsample': 0.8331036235087333, 'colsample_bytree': 0.7825711032663958, 'reg_alpha': 0.000111046852926253, 'reg_lambda': 0.03033770678628947, 'gamma': 1.2843807173528203, 'min_child_weight': 0.15356097004025823, 'tree_method': 'approx'}. Best is trial 2 with value: 0.7424014112977324. +[TRIAL] #002 value=0.74240 | best=0.74240 | elapsed=36.3m | ETA~53.7m +[I 2026-01-20 17:27:43,527] Trial 3 finished with value: 0.7278678877487219 and parameters: {'n_estimators': 512, 'max_depth': 5, 'learning_rate': 0.13804126807162675, 'subsample': 0.8106560909448252, 'colsample_bytree': 0.6170186989931274, 'reg_alpha': 2.8631403713342194, 'reg_lambda': 0.020812818434141796, 'gamma': 0.669264657049557, 'min_child_weight': 6.0216622952783405, 'tree_method': 'approx'}. Best is trial 2 with value: 0.7424014112977324. +[TRIAL] #003 value=0.72787 | best=0.74240 | elapsed=46.0m | ETA~44.0m +[I 2026-01-20 17:55:09,928] Trial 4 finished with value: 0.7226124370242342 and parameters: {'n_estimators': 1792, 'max_depth': 3, 'learning_rate': 0.0758625978252969, 'subsample': 0.6780761322026995, 'colsample_bytree': 0.5969150304043995, 'reg_alpha': 0.02112937962752641, 'reg_lambda': 0.7266946926224406, 'gamma': 0.5645294660041844, 'min_child_weight': 0.07645851426624599, 'tree_method': 'approx'}. Best is trial 2 with value: 0.7424014112977324. +[TRIAL] #004 value=0.72261 | best=0.74240 | elapsed=73.4m | ETA~16.6m +[I 2026-01-20 17:58:17,741] Trial 5 finished with value: 0.6861181587531714 and parameters: {'n_estimators': 1686, 'max_depth': 4, 'learning_rate': 0.006779793370887808, 'subsample': 0.7341376818182408, 'colsample_bytree': 0.9682245353205279, 'reg_alpha': 0.0001530666820173928, 'reg_lambda': 0.0029938299968464165, 'gamma': 2.1928598485574247, 'min_child_weight': 1.0451489202356656, 'tree_method': 'hist'}. Best is trial 2 with value: 0.7424014112977324. +[TRIAL] #005 value=0.68612 | best=0.74240 | elapsed=76.5m | ETA~13.5m +[I 2026-01-20 18:25:06,765] Trial 6 finished with value: 0.7277160060581433 and parameters: {'n_estimators': 1712, 'max_depth': 4, 'learning_rate': 0.13756807613407504, 'subsample': 0.9492222231142037, 'colsample_bytree': 0.8419602768016506, 'reg_alpha': 0.32775225868143615, 'reg_lambda': 0.011318657798688025, 'gamma': 0.9891626867981373, 'min_child_weight': 8.375035204920874, 'tree_method': 'approx'}. Best is trial 2 with value: 0.7424014112977324. +[TRIAL] #006 value=0.72772 | best=0.74240 | elapsed=103.4m | ETA~0.0m +[SAVE] model_XGB_supervised_weighted_FB_64log_gc_tetra.joblib + metrics/params +[DONE] XGB | supervised | weighted | FB in 142.5 min best=0.74240 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=supervised | weights=weighted | metric=FB | model=ET | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-20 19:04:17,684] A new study created in memory with name: ET_supervised_weighted_FB_64log_gc_tetra +[I 2026-01-20 19:08:16,165] Trial 0 finished with value: 0.6237363884652218 and parameters: {'n_estimators': 1727, 'max_depth': 12, 'min_samples_split': 11, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.6237363884652218. +[TRIAL] #000 value=0.62374 | best=0.62374 | elapsed=4.0m | ETA~86.0m +[I 2026-01-20 19:11:37,346] Trial 1 finished with value: 0.6805041835745322 and parameters: {'n_estimators': 1052, 'max_depth': 17, 'min_samples_split': 5, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6805041835745322. +[TRIAL] #001 value=0.68050 | best=0.68050 | elapsed=7.3m | ETA~82.7m +[I 2026-01-20 19:15:46,853] Trial 2 finished with value: 0.6810405092166746 and parameters: {'n_estimators': 1551, 'max_depth': 16, 'min_samples_split': 8, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 2 with value: 0.6810405092166746. +[TRIAL] #002 value=0.68104 | best=0.68104 | elapsed=11.5m | ETA~78.5m +[I 2026-01-20 19:18:48,774] Trial 3 finished with value: 0.5200344195443152 and parameters: {'n_estimators': 1760, 'max_depth': 7, 'min_samples_split': 16, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.6810405092166746. +[TRIAL] #003 value=0.52003 | best=0.68104 | elapsed=14.5m | ETA~75.5m +[I 2026-01-20 19:21:09,109] Trial 4 finished with value: 0.46715097004814204 and parameters: {'n_estimators': 1068, 'max_depth': 6, 'min_samples_split': 2, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 2 with value: 0.6810405092166746. +[TRIAL] #004 value=0.46715 | best=0.68104 | elapsed=16.9m | ETA~73.1m +[I 2026-01-20 19:25:09,286] Trial 5 finished with value: 0.6594491788888482 and parameters: {'n_estimators': 1676, 'max_depth': 13, 'min_samples_split': 16, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 2 with value: 0.6810405092166746. +[TRIAL] #005 value=0.65945 | best=0.68104 | elapsed=20.9m | ETA~69.1m +[I 2026-01-20 19:28:04,124] Trial 6 finished with value: 0.6251357023955996 and parameters: {'n_estimators': 978, 'max_depth': 12, 'min_samples_split': 15, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.6810405092166746. +[TRIAL] #006 value=0.62514 | best=0.68104 | elapsed=23.8m | ETA~66.2m +[I 2026-01-20 19:31:08,852] Trial 7 finished with value: 0.5733273259743186 and parameters: {'n_estimators': 1432, 'max_depth': 9, 'min_samples_split': 11, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.6810405092166746. +[TRIAL] #007 value=0.57333 | best=0.68104 | elapsed=26.9m | ETA~63.1m +[I 2026-01-20 19:34:49,708] Trial 8 finished with value: 0.6623422783010485 and parameters: {'n_estimators': 1263, 'max_depth': 15, 'min_samples_split': 6, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.6810405092166746. +[TRIAL] #008 value=0.66234 | best=0.68104 | elapsed=30.5m | ETA~59.5m +[I 2026-01-20 19:38:20,241] Trial 9 finished with value: 0.5947540747670277 and parameters: {'n_estimators': 1693, 'max_depth': 10, 'min_samples_split': 19, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.6810405092166746. +[TRIAL] #009 value=0.59475 | best=0.68104 | elapsed=34.0m | ETA~56.0m +[I 2026-01-20 19:43:18,729] Trial 10 finished with value: 0.6761494357813241 and parameters: {'n_estimators': 1967, 'max_depth': 18, 'min_samples_split': 7, 'min_samples_leaf': 12, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 2 with value: 0.6810405092166746. +[TRIAL] #010 value=0.67615 | best=0.68104 | elapsed=39.0m | ETA~51.0m +[I 2026-01-20 19:45:55,713] Trial 11 finished with value: 0.6810546304411335 and parameters: {'n_estimators': 603, 'max_depth': 18, 'min_samples_split': 5, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.6810546304411335. +[TRIAL] #011 value=0.68105 | best=0.68105 | elapsed=41.6m | ETA~48.4m +[I 2026-01-20 19:48:39,911] Trial 12 finished with value: 0.66930729550479 and parameters: {'n_estimators': 638, 'max_depth': 15, 'min_samples_split': 9, 'min_samples_leaf': 11, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.6810546304411335. +[TRIAL] #012 value=0.66931 | best=0.68105 | elapsed=44.4m | ETA~45.6m +[I 2026-01-20 19:51:30,667] Trial 13 finished with value: 0.6745051785780104 and parameters: {'n_estimators': 641, 'max_depth': 16, 'min_samples_split': 2, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 11 with value: 0.6810546304411335. +[TRIAL] #013 value=0.67451 | best=0.68105 | elapsed=47.2m | ETA~42.8m +[I 2026-01-20 19:55:48,185] Trial 14 finished with value: 0.6976194802834818 and parameters: {'n_estimators': 1433, 'max_depth': 18, 'min_samples_split': 8, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 14 with value: 0.6976194802834818. +[TRIAL] #014 value=0.69762 | best=0.69762 | elapsed=51.5m | ETA~38.5m +[I 2026-01-20 19:59:10,784] Trial 15 finished with value: 0.6981294654076761 and parameters: {'n_estimators': 844, 'max_depth': 18, 'min_samples_split': 4, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 15 with value: 0.6981294654076761. +[TRIAL] #015 value=0.69813 | best=0.69813 | elapsed=54.9m | ETA~35.1m +[I 2026-01-20 20:02:06,346] Trial 16 finished with value: 0.6759640584050918 and parameters: {'n_estimators': 883, 'max_depth': 14, 'min_samples_split': 11, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 15 with value: 0.6981294654076761. +[TRIAL] #016 value=0.67596 | best=0.69813 | elapsed=57.8m | ETA~32.2m +[I 2026-01-20 20:05:48,224] Trial 17 finished with value: 0.7068965517241379 and parameters: {'n_estimators': 1204, 'max_depth': 17, 'min_samples_split': 4, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 17 with value: 0.7068965517241379. +[TRIAL] #017 value=0.70690 | best=0.70690 | elapsed=61.5m | ETA~28.5m +[I 2026-01-20 20:09:03,331] Trial 18 finished with value: 0.7012361886008095 and parameters: {'n_estimators': 833, 'max_depth': 16, 'min_samples_split': 3, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 17 with value: 0.7068965517241379. +[TRIAL] #018 value=0.70124 | best=0.70690 | elapsed=64.8m | ETA~25.2m +[I 2026-01-20 20:12:28,112] Trial 19 finished with value: 0.6865356865356865 and parameters: {'n_estimators': 1206, 'max_depth': 14, 'min_samples_split': 3, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 17 with value: 0.7068965517241379. +[TRIAL] #019 value=0.68654 | best=0.70690 | elapsed=68.2m | ETA~21.8m +[I 2026-01-20 20:15:34,311] Trial 20 finished with value: 0.7014565764976454 and parameters: {'n_estimators': 795, 'max_depth': 16, 'min_samples_split': 4, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 17 with value: 0.7068965517241379. +[TRIAL] #020 value=0.70146 | best=0.70690 | elapsed=71.3m | ETA~18.7m +[I 2026-01-20 20:18:40,164] Trial 21 finished with value: 0.7012640654683618 and parameters: {'n_estimators': 788, 'max_depth': 16, 'min_samples_split': 4, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 17 with value: 0.7068965517241379. +[TRIAL] #021 value=0.70126 | best=0.70690 | elapsed=74.4m | ETA~15.6m +[I 2026-01-20 20:21:40,543] Trial 22 finished with value: 0.6958094333418582 and parameters: {'n_estimators': 767, 'max_depth': 16, 'min_samples_split': 6, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 17 with value: 0.7068965517241379. +[TRIAL] #022 value=0.69581 | best=0.70690 | elapsed=77.4m | ETA~12.6m +[I 2026-01-20 20:25:28,927] Trial 23 finished with value: 0.7064130078934924 and parameters: {'n_estimators': 1153, 'max_depth': 17, 'min_samples_split': 4, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 17 with value: 0.7068965517241379. +[TRIAL] #023 value=0.70641 | best=0.70690 | elapsed=81.2m | ETA~8.8m +[I 2026-01-20 20:29:16,366] Trial 24 finished with value: 0.6983019139444524 and parameters: {'n_estimators': 1146, 'max_depth': 17, 'min_samples_split': 9, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 17 with value: 0.7068965517241379. +[TRIAL] #024 value=0.69830 | best=0.70690 | elapsed=85.0m | ETA~5.0m +[I 2026-01-20 20:33:11,656] Trial 25 finished with value: 0.6753084606345476 and parameters: {'n_estimators': 1369, 'max_depth': 14, 'min_samples_split': 13, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 17 with value: 0.7068965517241379. +[TRIAL] #025 value=0.67531 | best=0.70690 | elapsed=88.9m | ETA~1.1m +[I 2026-01-20 20:36:29,146] Trial 26 finished with value: 0.7041484716157205 and parameters: {'n_estimators': 955, 'max_depth': 17, 'min_samples_split': 6, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 17 with value: 0.7068965517241379. +[TRIAL] #026 value=0.70415 | best=0.70690 | elapsed=92.2m | ETA~0.0m +[SAVE] model_ET_supervised_weighted_FB_64log_gc_tetra.joblib + metrics/params +[DONE] ET | supervised | weighted | FB in 96.7 min best=0.70690 +[WRITE] metrics_summary.csv updated + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=normal | metric=F1 | model=RF | timeout=5400s | trials=30 +------------------------------------------------------------------------ +[I 2026-01-20 20:40:59,369] A new study created in memory with name: RF_pu_normal_F1_64log_gc_tetra +[I 2026-01-20 21:01:09,945] Trial 0 finished with value: 0.6755875784852838 and parameters: {'n_estimators': 1107, 'max_depth': 13, 'min_samples_split': 18, 'min_samples_leaf': 12, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 0 with value: 0.6755875784852838. +[TRIAL] #000 value=0.67559 | best=0.67559 | elapsed=20.2m | ETA~69.8m +[I 2026-01-20 21:17:02,378] Trial 1 finished with value: 0.6816825700698654 and parameters: {'n_estimators': 864, 'max_depth': 15, 'min_samples_split': 2, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6816825700698654. +[TRIAL] #001 value=0.68168 | best=0.68168 | elapsed=36.1m | ETA~53.9m +[I 2026-01-20 21:29:49,615] Trial 2 finished with value: 0.6203179838584958 and parameters: {'n_estimators': 780, 'max_depth': 6, 'min_samples_split': 18, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 1 with value: 0.6816825700698654. +[TRIAL] #002 value=0.62032 | best=0.68168 | elapsed=48.8m | ETA~41.2m +[I 2026-01-20 21:48:59,660] Trial 3 finished with value: 0.6687266732151356 and parameters: {'n_estimators': 1284, 'max_depth': 10, 'min_samples_split': 9, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6816825700698654. +[TRIAL] #003 value=0.66873 | best=0.68168 | elapsed=68.0m | ETA~22.0m +[I 2026-01-20 22:03:38,559] Trial 4 finished with value: 0.6683968454872448 and parameters: {'n_estimators': 960, 'max_depth': 9, 'min_samples_split': 16, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.6816825700698654. +[TRIAL] #004 value=0.66840 | best=0.68168 | elapsed=82.7m | ETA~7.3m +[I 2026-01-20 22:21:00,679] Trial 5 finished with value: 0.6861960494707207 and parameters: {'n_estimators': 836, 'max_depth': 15, 'min_samples_split': 17, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 5 with value: 0.6861960494707207. +[TRIAL] #005 value=0.68620 | best=0.68620 | elapsed=100.0m | ETA~0.0m +Traceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/Mass_models.py", line 931, in + main() + File "/TomaszLab/tRNA/Modele_final/Mass_models.py", line 896, in main + model, best_params, met_dict, study = fit_best_model( + ^^^^^^^^^^^^^^^ + File "/TomaszLab/tRNA/Modele_final/Mass_models.py", line 699, in fit_best_model + calib.fit(X, y) + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/base.py", line 1365, in wrapper + return fit_method(estimator, *args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/calibration.py", line 424, in fit + self.calibrated_classifiers_ = parallel( + ^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/utils/parallel.py", line 82, in __call__ + return super().__call__(iterable_with_config_and_warning_filters) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/parallel.py", line 1986, in __call__ + return output if self.return_generator else list(output) + ^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/parallel.py", line 1914, in _get_sequential_output + res = func(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/utils/parallel.py", line 147, in __call__ + return self.function(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/calibration.py", line 628, in _fit_classifier_calibrator_pair + predictions, _ = _get_response_values( + ^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/sklearn/utils/_response.py", line 235, in _get_response_values + raise ValueError( +ValueError: PUBaggingClassifier should either be a classifier to be used with response_method=['decision_function', 'predict_proba'] or the response_method should be 'predict'. Got a regressor with response_method=['decision_function', 'predict_proba'] instead. +[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 Mass_models.py --ndjson split_dataset/subset01/ --supp2 Supp2.xlsx --supp1 Supp1.csv --outdir . --train_mode both --weight_mode both --model all --metric all --n_trials 30 --timeout 5400 +[?2004l [CPU ] total=32 using=28 (flag=0) +[LOAD] train: split_dataset/subset01/train.jsonl (lines≈198216) +[LOAD] test: split_dataset/subset01/test.jsonl (lines≈49555) +[LOAD] Supp1 mapping for weights: Supp1.csv +[WRITE] weights_snapshot_train.tsv / weights_snapshot_test.tsv +[WEIGHTS] Supp2(P) weights: n=5290 mean=0.961 sd=0.056 min=0.750 max=1.000 + +======================================================================== +[DATA] train=(198216, 322) P(from Supp2)=5290 (2.669%) +[DATA] test=(49555, 322) P(from Supp2)=1384 (2.793%) +======================================================================== +[INFO] Found existing metrics: 18 runs. metrics_summary.csv refreshed. +[SKIP] already exists: RF_supervised_normal_F1_64log_gc_tetra +[SKIP] already exists: XGB_supervised_normal_F1_64log_gc_tetra +[SKIP] already exists: ET_supervised_normal_F1_64log_gc_tetra +[SKIP] already exists: RF_supervised_normal_PR_AUC_64log_gc_tetra +[SKIP] already exists: XGB_supervised_normal_PR_AUC_64log_gc_tetra +[SKIP] already exists: ET_supervised_normal_PR_AUC_64log_gc_tetra +[SKIP] already exists: RF_supervised_normal_FB_64log_gc_tetra +[SKIP] already exists: XGB_supervised_normal_FB_64log_gc_tetra +[SKIP] already exists: ET_supervised_normal_FB_64log_gc_tetra +[SKIP] already exists: RF_supervised_weighted_F1_64log_gc_tetra +[SKIP] already exists: XGB_supervised_weighted_F1_64log_gc_tetra +[SKIP] already exists: ET_supervised_weighted_F1_64log_gc_tetra +[SKIP] already exists: RF_supervised_weighted_PR_AUC_64log_gc_tetra +[SKIP] already exists: XGB_supervised_weighted_PR_AUC_64log_gc_tetra +[SKIP] already exists: ET_supervised_weighted_PR_AUC_64log_gc_tetra +[SKIP] already exists: RF_supervised_weighted_FB_64log_gc_tetra +[SKIP] already exists: XGB_supervised_weighted_FB_64log_gc_tetra +[SKIP] already exists: ET_supervised_weighted_FB_64log_gc_tetra +[INFO] Auto-disabling calibration for PU run RF_pu_normal_F1_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=normal | metric=F1 | model=RF | timeout=5400s | trials=30 +[RUN ] run_id=RF_pu_normal_F1_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-21 04:43:51,569] A new study created in memory with name: RF_pu_normal_F1_64log_gc_tetra +[I 2026-01-21 05:00:21,695] Trial 0 finished with value: 0.6815828795317184 and parameters: {'n_estimators': 899, 'max_depth': 15, 'min_samples_split': 11, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.6815828795317184. +[TRIAL] #000 value=0.68158 | best=0.68158 | elapsed=16.5m | ETA~73.5m +[I 2026-01-21 05:24:16,982] Trial 1 finished with value: 0.6762171909848755 and parameters: {'n_estimators': 1389, 'max_depth': 12, 'min_samples_split': 3, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 0 with value: 0.6815828795317184. +[TRIAL] #001 value=0.67622 | best=0.68158 | elapsed=40.4m | ETA~49.6m +[I 2026-01-21 05:40:42,220] Trial 2 finished with value: 0.6906947672496695 and parameters: {'n_estimators': 858, 'max_depth': 15, 'min_samples_split': 10, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.6906947672496695. +[TRIAL] #002 value=0.69069 | best=0.69069 | elapsed=56.8m | ETA~33.2m +[I 2026-01-21 05:52:28,707] Trial 3 finished with value: 0.6583282804006851 and parameters: {'n_estimators': 808, 'max_depth': 8, 'min_samples_split': 5, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 2 with value: 0.6906947672496695. +[TRIAL] #003 value=0.65833 | best=0.69069 | elapsed=68.6m | ETA~21.4m +[I 2026-01-21 06:10:54,368] Trial 4 finished with value: 0.676636000862071 and parameters: {'n_estimators': 993, 'max_depth': 13, 'min_samples_split': 7, 'min_samples_leaf': 11, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 2 with value: 0.6906947672496695. +[TRIAL] #004 value=0.67664 | best=0.69069 | elapsed=87.1m | ETA~2.9m +[I 2026-01-21 06:25:10,810] Trial 5 finished with value: 0.6774491588954034 and parameters: {'n_estimators': 770, 'max_depth': 16, 'min_samples_split': 14, 'min_samples_leaf': 12, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.6906947672496695. +[TRIAL] #005 value=0.67745 | best=0.69069 | elapsed=101.3m | ETA~0.0m +a [DONE] RF | pu | normal | F1 in 106.2 min best=0.69069 +[WRITE] metrics_summary.csv updated +[INFO] Auto-disabling calibration for PU run XGB_pu_normal_F1_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=normal | metric=F1 | model=XGB | timeout=5400s | trials=30 +[RUN ] run_id=XGB_pu_normal_F1_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-21 06:30:19,390] A new study created in memory with name: XGB_pu_normal_F1_64log_gc_tetra +[I 2026-01-21 07:17:20,263] Trial 0 finished with value: 0.6844139059549459 and parameters: {'n_estimators': 630, 'max_depth': 6, 'learning_rate': 0.0080416006768181, 'subsample': 0.8199440193350892, 'colsample_bytree': 0.5120474605326975, 'reg_alpha': 0.030492728063885366, 'reg_lambda': 1.3294798215799724, 'gamma': 2.9084710583988436, 'min_child_weight': 0.0023580326566458366, 'tree_method': 'approx'}. Best is trial 0 with value: 0.6844139059549459. +[TRIAL] #000 value=0.68441 | best=0.68441 | elapsed=47.0m | ETA~43.0m +[I 2026-01-21 07:22:07,208] Trial 1 finished with value: 0.7025762298030804 and parameters: {'n_estimators': 733, 'max_depth': 5, 'learning_rate': 0.11497513060875383, 'subsample': 0.826396113600354, 'colsample_bytree': 0.9376373950199766, 'reg_alpha': 0.0008854821941145377, 'reg_lambda': 0.9404684992166944, 'gamma': 4.106093006360642, 'min_child_weight': 0.01294482527149098, 'tree_method': 'hist'}. Best is trial 1 with value: 0.7025762298030804. +[TRIAL] #001 value=0.70258 | best=0.70258 | elapsed=51.8m | ETA~38.2m +[I 2026-01-21 07:33:08,708] Trial 2 finished with value: 0.7123985127230246 and parameters: {'n_estimators': 573, 'max_depth': 7, 'learning_rate': 0.018665987204356686, 'subsample': 0.6602284341725998, 'colsample_bytree': 0.6224285996196454, 'reg_alpha': 0.0002962200506494926, 'reg_lambda': 2.6893180992576475, 'gamma': 1.2769346140134834, 'min_child_weight': 0.14146821761021344, 'tree_method': 'hist'}. Best is trial 2 with value: 0.7123985127230246. +[TRIAL] #002 value=0.71240 | best=0.71240 | elapsed=62.8m | ETA~27.2m +[I 2026-01-21 07:39:49,519] Trial 3 finished with value: 0.6471418762153646 and parameters: {'n_estimators': 490, 'max_depth': 5, 'learning_rate': 0.002521001914431076, 'subsample': 0.642814930831951, 'colsample_bytree': 0.8353752459621018, 'reg_alpha': 0.0009594016692053769, 'reg_lambda': 0.33752166637351994, 'gamma': 3.034952171718381, 'min_child_weight': 0.07899932782158732, 'tree_method': 'hist'}. Best is trial 2 with value: 0.7123985127230246. +[TRIAL] #003 value=0.64714 | best=0.71240 | elapsed=69.5m | ETA~20.5m +[I 2026-01-21 07:46:43,495] Trial 4 finished with value: 0.6321537429263204 and parameters: {'n_estimators': 766, 'max_depth': 4, 'learning_rate': 0.0026743333789792396, 'subsample': 0.6632257406220666, 'colsample_bytree': 0.7057616031621261, 'reg_alpha': 0.026963281546540097, 'reg_lambda': 0.0023672885154215157, 'gamma': 1.9612408873932252, 'min_child_weight': 0.40095038134602323, 'tree_method': 'hist'}. Best is trial 2 with value: 0.7123985127230246. +[TRIAL] #004 value=0.63215 | best=0.71240 | elapsed=76.4m | ETA~13.6m +[I 2026-01-21 07:56:19,638] Trial 5 finished with value: 0.6260625428385497 and parameters: {'n_estimators': 1180, 'max_depth': 4, 'learning_rate': 0.0011577091994744455, 'subsample': 0.7122930297070268, 'colsample_bytree': 0.9119761253233972, 'reg_alpha': 0.37321096096642353, 'reg_lambda': 1.105995191431068, 'gamma': 1.217591067084306, 'min_child_weight': 0.0060419481074304145, 'tree_method': 'hist'}. Best is trial 2 with value: 0.7123985127230246. +[TRIAL] #005 value=0.62606 | best=0.71240 | elapsed=86.0m | ETA~4.0m +[I 2026-01-21 08:17:01,464] Trial 6 finished with value: 0.7103258489573966 and parameters: {'n_estimators': 1253, 'max_depth': 9, 'learning_rate': 0.007639973352122818, 'subsample': 0.7368918234019528, 'colsample_bytree': 0.7242609280966377, 'reg_alpha': 0.03746755903420668, 'reg_lambda': 0.044439808460644444, 'gamma': 3.0089160771482537, 'min_child_weight': 0.0022376602877712676, 'tree_method': 'hist'}. Best is trial 2 with value: 0.7123985127230246. +[TRIAL] #006 value=0.71033 | best=0.71240 | elapsed=106.7m | ETA~0.0m +[DONE] XGB | pu | normal | F1 in 109.6 min best=0.71240 +[WRITE] metrics_summary.csv updated +[INFO] Auto-disabling calibration for PU run ET_pu_normal_F1_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=normal | metric=F1 | model=ET | timeout=5400s | trials=30 +[RUN ] run_id=ET_pu_normal_F1_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-21 08:19:55,278] A new study created in memory with name: ET_pu_normal_F1_64log_gc_tetra +[I 2026-01-21 08:30:28,349] Trial 0 finished with value: 0.6381048890310224 and parameters: {'n_estimators': 1122, 'max_depth': 13, 'min_samples_split': 6, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.6381048890310224. +[TRIAL] #000 value=0.63810 | best=0.63810 | elapsed=10.6m | ETA~79.4m +[I 2026-01-21 08:43:56,991] Trial 1 finished with value: 0.5122441177775098 and parameters: {'n_estimators': 1343, 'max_depth': 7, 'min_samples_split': 19, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.6381048890310224. +[TRIAL] #001 value=0.51224 | best=0.63810 | elapsed=24.0m | ETA~66.0m +[I 2026-01-21 08:52:35,447] Trial 2 finished with value: 0.6554601704507276 and parameters: {'n_estimators': 833, 'max_depth': 13, 'min_samples_split': 6, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.6554601704507276. +[TRIAL] #002 value=0.65546 | best=0.65546 | elapsed=32.7m | ETA~57.3m +[I 2026-01-21 09:11:07,860] Trial 3 finished with value: 0.514004513610359 and parameters: {'n_estimators': 1987, 'max_depth': 7, 'min_samples_split': 17, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 2 with value: 0.6554601704507276. +[TRIAL] #003 value=0.51400 | best=0.65546 | elapsed=51.2m | ETA~38.8m +[I 2026-01-21 09:19:49,706] Trial 4 finished with value: 0.5907599033629501 and parameters: {'n_estimators': 714, 'max_depth': 8, 'min_samples_split': 14, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.6554601704507276. +[TRIAL] #004 value=0.59076 | best=0.65546 | elapsed=59.9m | ETA~30.1m +[I 2026-01-21 09:27:55,898] Trial 5 finished with value: 0.6464227263218267 and parameters: {'n_estimators': 810, 'max_depth': 14, 'min_samples_split': 5, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 2 with value: 0.6554601704507276. +[TRIAL] #005 value=0.64642 | best=0.65546 | elapsed=68.0m | ETA~22.0m +[I 2026-01-21 09:36:17,719] Trial 6 finished with value: 0.6047669087304375 and parameters: {'n_estimators': 778, 'max_depth': 9, 'min_samples_split': 11, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 2 with value: 0.6554601704507276. +[TRIAL] #006 value=0.60477 | best=0.65546 | elapsed=76.4m | ETA~13.6m +[I 2026-01-21 09:48:19,113] Trial 7 finished with value: 0.564992403704243 and parameters: {'n_estimators': 1069, 'max_depth': 7, 'min_samples_split': 15, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.6554601704507276. +[TRIAL] #007 value=0.56499 | best=0.65546 | elapsed=88.4m | ETA~1.6m +[I 2026-01-21 10:00:41,999] Trial 8 finished with value: 0.6513763081150293 and parameters: {'n_estimators': 1457, 'max_depth': 16, 'min_samples_split': 16, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.6554601704507276. +[TRIAL] #008 value=0.65138 | best=0.65546 | elapsed=100.8m | ETA~0.0m +[DONE] ET | pu | normal | F1 in 103.2 min best=0.65546 +[WRITE] metrics_summary.csv updated +[INFO] Auto-disabling calibration for PU run RF_pu_normal_PR_AUC_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=normal | metric=PR_AUC | model=RF | timeout=5400s | trials=30 +[RUN ] run_id=RF_pu_normal_PR_AUC_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-21 10:03:17,355] A new study created in memory with name: RF_pu_normal_PR_AUC_64log_gc_tetra +[I 2026-01-21 10:13:52,052] Trial 0 finished with value: 0.6953452328434041 and parameters: {'n_estimators': 462, 'max_depth': 13, 'min_samples_split': 11, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 0 with value: 0.6953452328434041. +[TRIAL] #000 value=0.69535 | best=0.69535 | elapsed=10.6m | ETA~79.4m +[I 2026-01-21 10:36:49,835] Trial 1 finished with value: 0.6971432630806063 and parameters: {'n_estimators': 1313, 'max_depth': 16, 'min_samples_split': 20, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6971432630806063. +[TRIAL] #001 value=0.69714 | best=0.69714 | elapsed=33.5m | ETA~56.5m +[I 2026-01-21 10:53:00,567] Trial 2 finished with value: 0.6906813043434016 and parameters: {'n_estimators': 952, 'max_depth': 11, 'min_samples_split': 10, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6971432630806063. +[TRIAL] #002 value=0.69068 | best=0.69714 | elapsed=49.7m | ETA~40.3m +[I 2026-01-21 11:10:09,233] Trial 3 finished with value: 0.6527072032375507 and parameters: {'n_estimators': 1282, 'max_depth': 8, 'min_samples_split': 18, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6971432630806063. +[TRIAL] #003 value=0.65271 | best=0.69714 | elapsed=66.9m | ETA~23.1m +[I 2026-01-21 11:31:14,833] Trial 4 finished with value: 0.7045286957315765 and parameters: {'n_estimators': 1189, 'max_depth': 13, 'min_samples_split': 2, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 4 with value: 0.7045286957315765. +[TRIAL] #004 value=0.70453 | best=0.70453 | elapsed=88.0m | ETA~2.0m +[I 2026-01-21 11:51:50,513] Trial 5 finished with value: 0.6864927771760352 and parameters: {'n_estimators': 1354, 'max_depth': 10, 'min_samples_split': 2, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 4 with value: 0.7045286957315765. +[TRIAL] #005 value=0.68649 | best=0.70453 | elapsed=108.6m | ETA~0.0m +[DONE] RF | pu | normal | PR_AUC in 114.6 min best=0.70453 +[WRITE] metrics_summary.csv updated +[INFO] Auto-disabling calibration for PU run XGB_pu_normal_PR_AUC_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=normal | metric=PR_AUC | model=XGB | timeout=5400s | trials=30 +[RUN ] run_id=XGB_pu_normal_PR_AUC_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-21 11:58:12,235] A new study created in memory with name: XGB_pu_normal_PR_AUC_64log_gc_tetra +[I 2026-01-21 12:04:20,413] Trial 0 finished with value: 0.6889134777548773 and parameters: {'n_estimators': 1111, 'max_depth': 3, 'learning_rate': 0.03370930493458337, 'subsample': 0.9577758201826896, 'colsample_bytree': 0.5142468317339846, 'reg_alpha': 0.0006115954414786214, 'reg_lambda': 0.01918241727715753, 'gamma': 2.80352942601103, 'min_child_weight': 0.0015824807516314043, 'tree_method': 'hist'}. Best is trial 0 with value: 0.6889134777548773. +[TRIAL] #000 value=0.68891 | best=0.68891 | elapsed=6.1m | ETA~83.9m +[I 2026-01-21 12:16:25,223] Trial 1 finished with value: 0.6932870905840939 and parameters: {'n_estimators': 1302, 'max_depth': 5, 'learning_rate': 0.0072620944188966, 'subsample': 0.6978461139113221, 'colsample_bytree': 0.5980053255327596, 'reg_alpha': 0.34263788652532723, 'reg_lambda': 0.30491993079062035, 'gamma': 3.560517244459695, 'min_child_weight': 0.002868126570937145, 'tree_method': 'hist'}. Best is trial 1 with value: 0.6932870905840939. +[TRIAL] #001 value=0.69329 | best=0.69329 | elapsed=18.2m | ETA~71.8m +[I 2026-01-21 13:34:47,894] Trial 2 finished with value: 0.754161550145034 and parameters: {'n_estimators': 1578, 'max_depth': 9, 'learning_rate': 0.04979229354977518, 'subsample': 0.7349286068910447, 'colsample_bytree': 0.8517375281619671, 'reg_alpha': 0.004000427691732642, 'reg_lambda': 0.23248744963373194, 'gamma': 1.3207447248212512, 'min_child_weight': 0.09312018433606455, 'tree_method': 'approx'}. Best is trial 2 with value: 0.754161550145034. +[TRIAL] #002 value=0.75416 | best=0.75416 | elapsed=96.6m | ETA~0.0m +[DONE] XGB | pu | normal | PR_AUC in 115.9 min best=0.75416 +[WRITE] metrics_summary.csv updated +[INFO] Auto-disabling calibration for PU run ET_pu_normal_PR_AUC_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=normal | metric=PR_AUC | model=ET | timeout=5400s | trials=30 +[RUN ] run_id=ET_pu_normal_PR_AUC_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-21 13:54:06,034] A new study created in memory with name: ET_pu_normal_PR_AUC_64log_gc_tetra +[I 2026-01-21 14:06:20,644] Trial 0 finished with value: 0.47360273565139976 and parameters: {'n_estimators': 1212, 'max_depth': 7, 'min_samples_split': 8, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.47360273565139976. +[TRIAL] #000 value=0.47360 | best=0.47360 | elapsed=12.2m | ETA~77.8m +[I 2026-01-21 14:19:28,591] Trial 1 finished with value: 0.6556441880473084 and parameters: {'n_estimators': 1691, 'max_depth': 14, 'min_samples_split': 10, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.6556441880473084. +[TRIAL] #001 value=0.65564 | best=0.65564 | elapsed=25.4m | ETA~64.6m +[I 2026-01-21 14:28:11,334] Trial 2 finished with value: 0.6701498961488749 and parameters: {'n_estimators': 985, 'max_depth': 16, 'min_samples_split': 20, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 2 with value: 0.6701498961488749. +[TRIAL] #002 value=0.67015 | best=0.67015 | elapsed=34.1m | ETA~55.9m +[I 2026-01-21 14:42:55,972] Trial 3 finished with value: 0.672788754236568 and parameters: {'n_estimators': 1845, 'max_depth': 16, 'min_samples_split': 18, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 3 with value: 0.672788754236568. +[TRIAL] #003 value=0.67279 | best=0.67279 | elapsed=48.8m | ETA~41.2m +[I 2026-01-21 14:52:39,909] Trial 4 finished with value: 0.6081312984898154 and parameters: {'n_estimators': 957, 'max_depth': 12, 'min_samples_split': 18, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 3 with value: 0.672788754236568. +[TRIAL] #004 value=0.60813 | best=0.67279 | elapsed=58.6m | ETA~31.4m +[I 2026-01-21 15:05:13,883] Trial 5 finished with value: 0.5243627856778574 and parameters: {'n_estimators': 1186, 'max_depth': 8, 'min_samples_split': 15, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 3 with value: 0.672788754236568. +[TRIAL] #005 value=0.52436 | best=0.67279 | elapsed=71.1m | ETA~18.9m +[I 2026-01-21 15:20:14,963] Trial 6 finished with value: 0.4744153721332247 and parameters: {'n_estimators': 1553, 'max_depth': 7, 'min_samples_split': 3, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 3 with value: 0.672788754236568. +[TRIAL] #006 value=0.47442 | best=0.67279 | elapsed=86.2m | ETA~3.8m +[I 2026-01-21 15:32:14,075] Trial 7 finished with value: 0.6522198702930573 and parameters: {'n_estimators': 1364, 'max_depth': 16, 'min_samples_split': 11, 'min_samples_leaf': 11, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 3 with value: 0.672788754236568. +[TRIAL] #007 value=0.65222 | best=0.67279 | elapsed=98.1m | ETA~0.0m +[DONE] ET | pu | normal | PR_AUC in 102.4 min best=0.67279 +[WRITE] metrics_summary.csv updated +[INFO] Auto-disabling calibration for PU run RF_pu_normal_FB_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=normal | metric=FB | model=RF | timeout=5400s | trials=30 +[RUN ] run_id=RF_pu_normal_FB_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-21 15:37:08,142] A new study created in memory with name: RF_pu_normal_FB_64log_gc_tetra +[I 2026-01-21 15:50:00,757] Trial 0 finished with value: 0.6710036489624415 and parameters: {'n_estimators': 630, 'max_depth': 12, 'min_samples_split': 2, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 0 with value: 0.6710036489624415. +[TRIAL] #000 value=0.67100 | best=0.67100 | elapsed=12.9m | ETA~77.1m +[I 2026-01-21 16:12:46,192] Trial 1 finished with value: 0.6701807228915663 and parameters: {'n_estimators': 1326, 'max_depth': 13, 'min_samples_split': 20, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.6710036489624415. +[TRIAL] #001 value=0.67018 | best=0.67100 | elapsed=35.6m | ETA~54.4m +[I 2026-01-21 16:32:55,095] Trial 2 finished with value: 0.6773685529188589 and parameters: {'n_estimators': 1132, 'max_depth': 15, 'min_samples_split': 18, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 2 with value: 0.6773685529188589. +[TRIAL] #002 value=0.67737 | best=0.67737 | elapsed=55.8m | ETA~34.2m +[I 2026-01-21 16:44:30,268] Trial 3 finished with value: 0.6849533106960951 and parameters: {'n_estimators': 561, 'max_depth': 14, 'min_samples_split': 9, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 3 with value: 0.6849533106960951. +[TRIAL] #003 value=0.68495 | best=0.68495 | elapsed=67.4m | ETA~22.6m +[I 2026-01-21 16:56:56,639] Trial 4 finished with value: 0.6679298039071411 and parameters: {'n_estimators': 630, 'max_depth': 14, 'min_samples_split': 7, 'min_samples_leaf': 11, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 3 with value: 0.6849533106960951. +[TRIAL] #004 value=0.66793 | best=0.68495 | elapsed=79.8m | ETA~10.2m +[I 2026-01-21 17:09:42,525] Trial 5 finished with value: 0.6682480263889403 and parameters: {'n_estimators': 728, 'max_depth': 11, 'min_samples_split': 14, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 3 with value: 0.6849533106960951. +[TRIAL] #005 value=0.66825 | best=0.68495 | elapsed=92.6m | ETA~0.0m +[DONE] RF | pu | normal | FB in 95.9 min best=0.68495 +[WRITE] metrics_summary.csv updated +[INFO] Auto-disabling calibration for PU run XGB_pu_normal_FB_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=normal | metric=FB | model=XGB | timeout=5400s | trials=30 +[RUN ] run_id=XGB_pu_normal_FB_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-21 17:13:12,027] A new study created in memory with name: XGB_pu_normal_FB_64log_gc_tetra +[I 2026-01-21 18:03:31,570] Trial 0 finished with value: 0.7270056912061685 and parameters: {'n_estimators': 1014, 'max_depth': 6, 'learning_rate': 0.09059576384168548, 'subsample': 0.6591605158203618, 'colsample_bytree': 0.6701123379285967, 'reg_alpha': 0.1321908015657376, 'reg_lambda': 0.027062383202467243, 'gamma': 0.6741996799771965, 'min_child_weight': 0.1317482414568317, 'tree_method': 'approx'}. Best is trial 0 with value: 0.7270056912061685. +[TRIAL] #000 value=0.72701 | best=0.72701 | elapsed=50.4m | ETA~39.6m +[I 2026-01-21 18:14:33,449] Trial 1 finished with value: 0.5859945174267507 and parameters: {'n_estimators': 1987, 'max_depth': 3, 'learning_rate': 0.0013277093092987772, 'subsample': 0.8928465032971618, 'colsample_bytree': 0.9557400085490217, 'reg_alpha': 0.0010813580155054983, 'reg_lambda': 0.455671037223877, 'gamma': 3.6219815925133423, 'min_child_weight': 0.005308154115368646, 'tree_method': 'hist'}. Best is trial 0 with value: 0.7270056912061685. +[TRIAL] #001 value=0.58599 | best=0.72701 | elapsed=61.4m | ETA~28.6m +[I 2026-01-21 18:32:29,381] Trial 2 finished with value: 0.6707117087569695 and parameters: {'n_estimators': 1153, 'max_depth': 7, 'learning_rate': 0.0033079529617103987, 'subsample': 0.6226376030243668, 'colsample_bytree': 0.7278757098490656, 'reg_alpha': 0.002778018104451721, 'reg_lambda': 0.010875769333181353, 'gamma': 1.0024933737689201, 'min_child_weight': 6.802525505130819, 'tree_method': 'hist'}. Best is trial 0 with value: 0.7270056912061685. +[TRIAL] #002 value=0.67071 | best=0.72701 | elapsed=79.3m | ETA~10.7m +[I 2026-01-21 19:54:04,692] Trial 3 finished with value: 0.7259617131025464 and parameters: {'n_estimators': 1332, 'max_depth': 8, 'learning_rate': 0.031174365071074482, 'subsample': 0.6181542480326992, 'colsample_bytree': 0.7556631736157018, 'reg_alpha': 0.11113530268887571, 'reg_lambda': 0.010027953384718857, 'gamma': 1.0868758306661546, 'min_child_weight': 0.8451488885912823, 'tree_method': 'approx'}. Best is trial 0 with value: 0.7270056912061685. +[TRIAL] #003 value=0.72596 | best=0.72701 | elapsed=160.9m | ETA~0.0m +[DONE] XGB | pu | normal | FB in 172.5 min best=0.72701 +[WRITE] metrics_summary.csv updated +[INFO] Auto-disabling calibration for PU run ET_pu_normal_FB_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=normal | metric=FB | model=ET | timeout=5400s | trials=30 +[RUN ] run_id=ET_pu_normal_FB_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-21 20:05:44,399] A new study created in memory with name: ET_pu_normal_FB_64log_gc_tetra +[I 2026-01-21 20:17:50,841] Trial 0 finished with value: 0.6437807321070843 and parameters: {'n_estimators': 1441, 'max_depth': 12, 'min_samples_split': 8, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.6437807321070843. +[TRIAL] #000 value=0.64378 | best=0.64378 | elapsed=12.1m | ETA~77.9m +[I 2026-01-21 20:28:39,593] Trial 1 finished with value: 0.5887991741326549 and parameters: {'n_estimators': 1102, 'max_depth': 9, 'min_samples_split': 9, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.6437807321070843. +[TRIAL] #001 value=0.58880 | best=0.64378 | elapsed=22.9m | ETA~67.1m +[I 2026-01-21 20:45:08,395] Trial 2 finished with value: 0.5471535257252224 and parameters: {'n_estimators': 1564, 'max_depth': 7, 'min_samples_split': 16, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.6437807321070843. +[TRIAL] #002 value=0.54715 | best=0.64378 | elapsed=39.4m | ETA~50.6m +[I 2026-01-21 20:53:57,897] Trial 3 finished with value: 0.6661178192462496 and parameters: {'n_estimators': 950, 'max_depth': 18, 'min_samples_split': 9, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 3 with value: 0.6661178192462496. +[TRIAL] #003 value=0.66612 | best=0.66612 | elapsed=48.2m | ETA~41.8m +[I 2026-01-21 21:03:03,408] Trial 4 finished with value: 0.5709725396307179 and parameters: {'n_estimators': 750, 'max_depth': 8, 'min_samples_split': 18, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 3 with value: 0.6661178192462496. +[TRIAL] #004 value=0.57097 | best=0.66612 | elapsed=57.3m | ETA~32.7m +[I 2026-01-21 21:14:24,931] Trial 5 finished with value: 0.5482222303930581 and parameters: {'n_estimators': 985, 'max_depth': 7, 'min_samples_split': 8, 'min_samples_leaf': 5, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 3 with value: 0.6661178192462496. +[TRIAL] #005 value=0.54822 | best=0.66612 | elapsed=68.7m | ETA~21.3m +[I 2026-01-21 21:26:52,993] Trial 6 finished with value: 0.568611902101431 and parameters: {'n_estimators': 1156, 'max_depth': 8, 'min_samples_split': 5, 'min_samples_leaf': 12, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 3 with value: 0.6661178192462496. +[TRIAL] #006 value=0.56861 | best=0.66612 | elapsed=81.1m | ETA~8.9m +[I 2026-01-21 21:41:51,792] Trial 7 finished with value: 0.6066209797309547 and parameters: {'n_estimators': 1767, 'max_depth': 10, 'min_samples_split': 8, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 3 with value: 0.6661178192462496. +[TRIAL] #007 value=0.60662 | best=0.66612 | elapsed=96.1m | ETA~0.0m +[DONE] ET | pu | normal | FB in 98.8 min best=0.66612 +[WRITE] metrics_summary.csv updated +[INFO] Auto-disabling calibration for PU run RF_pu_weighted_F1_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=weighted | metric=F1 | model=RF | timeout=5400s | trials=30 +[RUN ] run_id=RF_pu_weighted_F1_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-21 21:44:54,918] A new study created in memory with name: RF_pu_weighted_F1_64log_gc_tetra +[I 2026-01-21 22:06:37,750] Trial 0 finished with value: 0.6940328292639497 and parameters: {'n_estimators': 1246, 'max_depth': 12, 'min_samples_split': 6, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.6940328292639497. +[TRIAL] #000 value=0.69403 | best=0.69403 | elapsed=21.7m | ETA~68.3m +[I 2026-01-21 22:23:45,675] Trial 1 finished with value: 0.6869954952264822 and parameters: {'n_estimators': 965, 'max_depth': 12, 'min_samples_split': 16, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.6940328292639497. +[TRIAL] #001 value=0.68700 | best=0.69403 | elapsed=38.8m | ETA~51.2m +[I 2026-01-21 22:45:14,325] Trial 2 finished with value: 0.6802563068827597 and parameters: {'n_estimators': 1146, 'max_depth': 15, 'min_samples_split': 13, 'min_samples_leaf': 11, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 0 with value: 0.6940328292639497. +[TRIAL] #002 value=0.68026 | best=0.69403 | elapsed=60.3m | ETA~29.7m +[I 2026-01-21 23:00:14,265] Trial 3 finished with value: 0.6395715043699646 and parameters: {'n_estimators': 940, 'max_depth': 7, 'min_samples_split': 4, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 0 with value: 0.6940328292639497. +[TRIAL] #003 value=0.63957 | best=0.69403 | elapsed=75.3m | ETA~14.7m +[I 2026-01-21 23:16:48,491] Trial 4 finished with value: 0.639518291244771 and parameters: {'n_estimators': 1076, 'max_depth': 7, 'min_samples_split': 13, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 0 with value: 0.6940328292639497. +[TRIAL] #004 value=0.63952 | best=0.69403 | elapsed=91.9m | ETA~0.0m +[DONE] RF | pu | weighted | F1 in 98.1 min best=0.69403 +[WRITE] metrics_summary.csv updated +[INFO] Auto-disabling calibration for PU run XGB_pu_weighted_F1_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=weighted | metric=F1 | model=XGB | timeout=5400s | trials=30 +[RUN ] run_id=XGB_pu_weighted_F1_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-21 23:23:15,462] A new study created in memory with name: XGB_pu_weighted_F1_64log_gc_tetra +[I 2026-01-21 23:57:58,603] Trial 0 finished with value: 0.7074236533903034 and parameters: {'n_estimators': 978, 'max_depth': 9, 'learning_rate': 0.0034593674463036244, 'subsample': 0.7827827107771981, 'colsample_bytree': 0.7077373212573768, 'reg_alpha': 0.0009464866431460316, 'reg_lambda': 0.0024639851796003477, 'gamma': 0.9910952734472206, 'min_child_weight': 0.0224501172220229, 'tree_method': 'hist'}. Best is trial 0 with value: 0.7074236533903034. +[TRIAL] #000 value=0.70742 | best=0.70742 | elapsed=34.8m | ETA~55.2m +[I 2026-01-22 00:05:39,742] Trial 1 finished with value: 0.6184733432161967 and parameters: {'n_estimators': 1372, 'max_depth': 3, 'learning_rate': 0.0058250253316992975, 'subsample': 0.6644049837814447, 'colsample_bytree': 0.6002697979522941, 'reg_alpha': 0.0001944507493157387, 'reg_lambda': 3.663156096353241, 'gamma': 2.048589926320635, 'min_child_weight': 7.9820032144612885, 'tree_method': 'hist'}. Best is trial 0 with value: 0.7074236533903034. +[TRIAL] #001 value=0.61847 | best=0.70742 | elapsed=42.4m | ETA~47.6m +[I 2026-01-22 00:23:08,512] Trial 2 finished with value: 0.6768597473626105 and parameters: {'n_estimators': 1394, 'max_depth': 6, 'learning_rate': 0.002618418105667277, 'subsample': 0.7220481006364253, 'colsample_bytree': 0.6363015064035729, 'reg_alpha': 0.00023593657642311707, 'reg_lambda': 0.008392234741234517, 'gamma': 4.837052803302756, 'min_child_weight': 0.0359779000402456, 'tree_method': 'hist'}. Best is trial 0 with value: 0.7074236533903034. +[TRIAL] #002 value=0.67686 | best=0.70742 | elapsed=59.9m | ETA~30.1m +[I 2026-01-22 00:27:52,216] Trial 3 finished with value: 0.7068274540458869 and parameters: {'n_estimators': 634, 'max_depth': 3, 'learning_rate': 0.10712515224112434, 'subsample': 0.9337519495943747, 'colsample_bytree': 0.5017676700441966, 'reg_alpha': 0.010312689909718982, 'reg_lambda': 0.0015984626124744081, 'gamma': 0.40044978490457905, 'min_child_weight': 0.010916733400082448, 'tree_method': 'hist'}. Best is trial 0 with value: 0.7074236533903034. +[TRIAL] #003 value=0.70683 | best=0.70742 | elapsed=64.6m | ETA~25.4m +[I 2026-01-22 00:57:02,053] Trial 4 finished with value: 0.6514678207560493 and parameters: {'n_estimators': 596, 'max_depth': 4, 'learning_rate': 0.009862643217416986, 'subsample': 0.7589662602926871, 'colsample_bytree': 0.5852782291789309, 'reg_alpha': 1.5350436612691063, 'reg_lambda': 0.13837997069406355, 'gamma': 0.4494746597897381, 'min_child_weight': 5.92019867837566, 'tree_method': 'approx'}. Best is trial 0 with value: 0.7074236533903034. +[TRIAL] #004 value=0.65147 | best=0.70742 | elapsed=93.8m | ETA~0.0m +[DONE] XGB | pu | weighted | F1 in 101.7 min best=0.70742 +[WRITE] metrics_summary.csv updated +[INFO] Auto-disabling calibration for PU run ET_pu_weighted_F1_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=weighted | metric=F1 | model=ET | timeout=5400s | trials=30 +[RUN ] run_id=ET_pu_weighted_F1_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-22 01:05:01,860] A new study created in memory with name: ET_pu_weighted_F1_64log_gc_tetra +[I 2026-01-22 01:18:02,943] Trial 0 finished with value: 0.6182919359240953 and parameters: {'n_estimators': 1323, 'max_depth': 10, 'min_samples_split': 17, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.6182919359240953. +[TRIAL] #000 value=0.61829 | best=0.61829 | elapsed=13.0m | ETA~77.0m +[I 2026-01-22 01:27:38,012] Trial 1 finished with value: 0.4992260817639308 and parameters: {'n_estimators': 781, 'max_depth': 6, 'min_samples_split': 12, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.6182919359240953. +[TRIAL] #001 value=0.49923 | best=0.61829 | elapsed=22.6m | ETA~67.4m +[I 2026-01-22 01:41:28,555] Trial 2 finished with value: 0.4991539350013898 and parameters: {'n_estimators': 1249, 'max_depth': 6, 'min_samples_split': 7, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.6182919359240953. +[TRIAL] #002 value=0.49915 | best=0.61829 | elapsed=36.4m | ETA~53.6m +[I 2026-01-22 01:53:16,250] Trial 3 finished with value: 0.6446070397129716 and parameters: {'n_estimators': 1305, 'max_depth': 13, 'min_samples_split': 10, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 3 with value: 0.6446070397129716. +[TRIAL] #003 value=0.64461 | best=0.64461 | elapsed=48.2m | ETA~41.8m +[I 2026-01-22 02:06:49,617] Trial 4 finished with value: 0.6755370787788934 and parameters: {'n_estimators': 1690, 'max_depth': 18, 'min_samples_split': 18, 'min_samples_leaf': 4, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 4 with value: 0.6755370787788934. +[TRIAL] #004 value=0.67554 | best=0.67554 | elapsed=61.8m | ETA~28.2m +[I 2026-01-22 02:22:06,876] Trial 5 finished with value: 0.6344485112193945 and parameters: {'n_estimators': 1755, 'max_depth': 12, 'min_samples_split': 8, 'min_samples_leaf': 12, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 4 with value: 0.6755370787788934. +[TRIAL] #005 value=0.63445 | best=0.67554 | elapsed=77.1m | ETA~12.9m +[I 2026-01-22 02:37:07,020] Trial 6 finished with value: 0.6044932890663299 and parameters: {'n_estimators': 1502, 'max_depth': 9, 'min_samples_split': 15, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 4 with value: 0.6755370787788934. +[TRIAL] #006 value=0.60449 | best=0.67554 | elapsed=92.1m | ETA~0.0m +[DONE] ET | pu | weighted | F1 in 96.0 min best=0.67554 +[WRITE] metrics_summary.csv updated +[INFO] Auto-disabling calibration for PU run RF_pu_weighted_PR_AUC_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=weighted | metric=PR_AUC | model=RF | timeout=5400s | trials=30 +[RUN ] run_id=RF_pu_weighted_PR_AUC_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-22 02:41:44,702] A new study created in memory with name: RF_pu_weighted_PR_AUC_64log_gc_tetra +[I 2026-01-22 02:52:07,533] Trial 0 finished with value: 0.6105972744864503 and parameters: {'n_estimators': 538, 'max_depth': 6, 'min_samples_split': 9, 'min_samples_leaf': 11, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 0 with value: 0.6105972744864503. +[TRIAL] #000 value=0.61060 | best=0.61060 | elapsed=10.4m | ETA~79.6m +[I 2026-01-22 03:09:11,103] Trial 1 finished with value: 0.6993923947125075 and parameters: {'n_estimators': 908, 'max_depth': 14, 'min_samples_split': 17, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.6993923947125075. +[TRIAL] #001 value=0.69939 | best=0.69939 | elapsed=27.4m | ETA~62.6m +[I 2026-01-22 03:26:27,324] Trial 2 finished with value: 0.6983517622813794 and parameters: {'n_estimators': 983, 'max_depth': 13, 'min_samples_split': 14, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6993923947125075. +[TRIAL] #002 value=0.69835 | best=0.69939 | elapsed=44.7m | ETA~45.3m +[I 2026-01-22 03:44:18,322] Trial 3 finished with value: 0.6539835572124922 and parameters: {'n_estimators': 1349, 'max_depth': 8, 'min_samples_split': 12, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6993923947125075. +[TRIAL] #003 value=0.65398 | best=0.69939 | elapsed=62.6m | ETA~27.4m +[I 2026-01-22 03:55:07,705] Trial 4 finished with value: 0.6330770088533955 and parameters: {'n_estimators': 569, 'max_depth': 7, 'min_samples_split': 10, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': 'balanced_subsample'}. Best is trial 1 with value: 0.6993923947125075. +[TRIAL] #004 value=0.63308 | best=0.69939 | elapsed=73.4m | ETA~16.6m +[I 2026-01-22 04:08:21,811] Trial 5 finished with value: 0.6939674491052387 and parameters: {'n_estimators': 699, 'max_depth': 14, 'min_samples_split': 3, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6993923947125075. +[TRIAL] #005 value=0.69397 | best=0.69939 | elapsed=86.6m | ETA~3.4m +[I 2026-01-22 04:30:43,072] Trial 6 finished with value: 0.6908113044280852 and parameters: {'n_estimators': 1312, 'max_depth': 15, 'min_samples_split': 20, 'min_samples_leaf': 12, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6993923947125075. +[TRIAL] #006 value=0.69081 | best=0.69939 | elapsed=109.0m | ETA~0.0m +[DONE] RF | pu | weighted | PR_AUC in 114.0 min best=0.69939 +[WRITE] metrics_summary.csv updated +[INFO] Auto-disabling calibration for PU run XGB_pu_weighted_PR_AUC_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=weighted | metric=PR_AUC | model=XGB | timeout=5400s | trials=30 +[RUN ] run_id=XGB_pu_weighted_PR_AUC_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-22 04:35:51,970] A new study created in memory with name: XGB_pu_weighted_PR_AUC_64log_gc_tetra +[I 2026-01-22 04:46:11,333] Trial 0 finished with value: 0.7322092194783114 and parameters: {'n_estimators': 1967, 'max_depth': 5, 'learning_rate': 0.03150085927470025, 'subsample': 0.8326365584132027, 'colsample_bytree': 0.8878834272540359, 'reg_alpha': 0.0001107343667998548, 'reg_lambda': 0.11177352994632554, 'gamma': 2.7538661945117644, 'min_child_weight': 2.6790287501973125, 'tree_method': 'hist'}. Best is trial 0 with value: 0.7322092194783114. +[TRIAL] #000 value=0.73221 | best=0.73221 | elapsed=10.3m | ETA~79.7m +[I 2026-01-22 06:57:55,068] Trial 1 finished with value: 0.7504200321766625 and parameters: {'n_estimators': 1011, 'max_depth': 9, 'learning_rate': 0.014991643623557215, 'subsample': 0.8837638509720609, 'colsample_bytree': 0.9909727090346074, 'reg_alpha': 0.22711902869568265, 'reg_lambda': 2.4087603167435128, 'gamma': 1.014988059444824, 'min_child_weight': 0.1521071166208716, 'tree_method': 'approx'}. Best is trial 1 with value: 0.7504200321766625. +[TRIAL] #001 value=0.75042 | best=0.75042 | elapsed=142.1m | ETA~0.0m +[DONE] XGB | pu | weighted | PR_AUC in 172.8 min best=0.75042 +[WRITE] metrics_summary.csv updated +[INFO] Auto-disabling calibration for PU run ET_pu_weighted_PR_AUC_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=weighted | metric=PR_AUC | model=ET | timeout=5400s | trials=30 +[RUN ] run_id=ET_pu_weighted_PR_AUC_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-22 07:28:43,962] A new study created in memory with name: ET_pu_weighted_PR_AUC_64log_gc_tetra +[I 2026-01-22 07:38:23,893] Trial 0 finished with value: 0.5208187716784483 and parameters: {'n_estimators': 774, 'max_depth': 8, 'min_samples_split': 13, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.5208187716784483. +[TRIAL] #000 value=0.52082 | best=0.52082 | elapsed=9.7m | ETA~80.3m +[I 2026-01-22 07:47:20,650] Trial 1 finished with value: 0.6833731579235247 and parameters: {'n_estimators': 884, 'max_depth': 14, 'min_samples_split': 4, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.6833731579235247. +[TRIAL] #001 value=0.68337 | best=0.68337 | elapsed=18.6m | ETA~71.4m +[I 2026-01-22 08:06:20,423] Trial 2 finished with value: 0.5188848656021234 and parameters: {'n_estimators': 1888, 'max_depth': 8, 'min_samples_split': 14, 'min_samples_leaf': 11, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.6833731579235247. +[TRIAL] #002 value=0.51888 | best=0.68337 | elapsed=37.6m | ETA~52.4m +[I 2026-01-22 08:14:41,890] Trial 3 finished with value: 0.5700373835676743 and parameters: {'n_estimators': 703, 'max_depth': 10, 'min_samples_split': 15, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6833731579235247. +[TRIAL] #003 value=0.57004 | best=0.68337 | elapsed=46.0m | ETA~44.0m +[I 2026-01-22 08:29:20,952] Trial 4 finished with value: 0.7093764265602576 and parameters: {'n_estimators': 1880, 'max_depth': 17, 'min_samples_split': 11, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 4 with value: 0.7093764265602576. +[TRIAL] #004 value=0.70938 | best=0.70938 | elapsed=60.6m | ETA~29.4m +[I 2026-01-22 08:43:38,432] Trial 5 finished with value: 0.595851890594301 and parameters: {'n_estimators': 1596, 'max_depth': 11, 'min_samples_split': 9, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 4 with value: 0.7093764265602576. +[TRIAL] #005 value=0.59585 | best=0.70938 | elapsed=74.9m | ETA~15.1m +[I 2026-01-22 08:55:37,736] Trial 6 finished with value: 0.49815635971553707 and parameters: {'n_estimators': 1051, 'max_depth': 7, 'min_samples_split': 10, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 4 with value: 0.7093764265602576. +[TRIAL] #006 value=0.49816 | best=0.70938 | elapsed=86.9m | ETA~3.1m +[I 2026-01-22 09:06:34,079] Trial 7 finished with value: 0.6505462164297434 and parameters: {'n_estimators': 1155, 'max_depth': 13, 'min_samples_split': 13, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 4 with value: 0.7093764265602576. +[TRIAL] #007 value=0.65055 | best=0.70938 | elapsed=97.8m | ETA~0.0m +[DONE] ET | pu | weighted | PR_AUC in 102.2 min best=0.70938 +[WRITE] metrics_summary.csv updated +[INFO] Auto-disabling calibration for PU run RF_pu_weighted_FB_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=weighted | metric=FB | model=RF | timeout=5400s | trials=30 +[RUN ] run_id=RF_pu_weighted_FB_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-22 09:11:53,624] A new study created in memory with name: RF_pu_weighted_FB_64log_gc_tetra +[I 2026-01-22 09:25:13,042] Trial 0 finished with value: 0.6422051977566805 and parameters: {'n_estimators': 914, 'max_depth': 8, 'min_samples_split': 11, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.6422051977566805. +[TRIAL] #000 value=0.64221 | best=0.64221 | elapsed=13.3m | ETA~76.7m +[I 2026-01-22 09:36:36,031] Trial 1 finished with value: 0.6804168319330761 and parameters: {'n_estimators': 538, 'max_depth': 16, 'min_samples_split': 2, 'min_samples_leaf': 7, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6804168319330761. +[TRIAL] #001 value=0.68042 | best=0.68042 | elapsed=24.7m | ETA~65.3m +[I 2026-01-22 09:49:01,487] Trial 2 finished with value: 0.594322245096977 and parameters: {'n_estimators': 1060, 'max_depth': 6, 'min_samples_split': 18, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6804168319330761. +[TRIAL] #002 value=0.59432 | best=0.68042 | elapsed=37.1m | ETA~52.9m +[I 2026-01-22 10:00:38,493] Trial 3 finished with value: 0.6617322138753866 and parameters: {'n_estimators': 662, 'max_depth': 11, 'min_samples_split': 17, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 1 with value: 0.6804168319330761. +[TRIAL] #003 value=0.66173 | best=0.68042 | elapsed=48.7m | ETA~41.3m +[I 2026-01-22 10:16:43,667] Trial 4 finished with value: 0.6384222059897735 and parameters: {'n_estimators': 1183, 'max_depth': 8, 'min_samples_split': 20, 'min_samples_leaf': 8, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.6804168319330761. +[TRIAL] #004 value=0.63842 | best=0.68042 | elapsed=64.8m | ETA~25.2m +[I 2026-01-22 10:42:38,015] Trial 5 finished with value: 0.6796897863623061 and parameters: {'n_estimators': 1400, 'max_depth': 15, 'min_samples_split': 8, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 1 with value: 0.6804168319330761. +[TRIAL] #005 value=0.67969 | best=0.68042 | elapsed=90.7m | ETA~0.0m +[DONE] RF | pu | weighted | FB in 94.2 min best=0.68042 +[WRITE] metrics_summary.csv updated +[INFO] Auto-disabling calibration for PU run XGB_pu_weighted_FB_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=weighted | metric=FB | model=XGB | timeout=5400s | trials=30 +[RUN ] run_id=XGB_pu_weighted_FB_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-22 10:46:08,686] A new study created in memory with name: XGB_pu_weighted_FB_64log_gc_tetra +[I 2026-01-22 10:55:23,829] Trial 0 finished with value: 0.7208858902904077 and parameters: {'n_estimators': 1349, 'max_depth': 5, 'learning_rate': 0.06927735690302535, 'subsample': 0.6323043131786014, 'colsample_bytree': 0.8056417018257868, 'reg_alpha': 0.007836971046382113, 'reg_lambda': 1.3257845130295638, 'gamma': 1.7727613748972888, 'min_child_weight': 0.21073820294031162, 'tree_method': 'hist'}. Best is trial 0 with value: 0.7208858902904077. +[TRIAL] #000 value=0.72089 | best=0.72089 | elapsed=9.3m | ETA~80.7m +[I 2026-01-22 13:51:32,111] Trial 1 finished with value: 0.702485380116959 and parameters: {'n_estimators': 1671, 'max_depth': 8, 'learning_rate': 0.004348196854673387, 'subsample': 0.7566289204574015, 'colsample_bytree': 0.67063186367606, 'reg_alpha': 0.00046214799059887625, 'reg_lambda': 0.027092602800410644, 'gamma': 2.0004990680266572, 'min_child_weight': 2.987705156810535, 'tree_method': 'approx'}. Best is trial 0 with value: 0.7208858902904077. +[TRIAL] #001 value=0.70249 | best=0.72089 | elapsed=185.4m | ETA~0.0m +[DONE] XGB | pu | weighted | FB in 188.1 min best=0.72089 +[WRITE] metrics_summary.csv updated +[INFO] Auto-disabling calibration for PU run ET_pu_weighted_FB_64log_gc_tetra (use --force_calibration_pu to override). + +------------------------------------------------------------------------ +[RUN ] mode=pu | weights=weighted | metric=FB | model=ET | timeout=5400s | trials=30 +[RUN ] run_id=ET_pu_weighted_FB_64log_gc_tetra | calibrate=False +------------------------------------------------------------------------ +[I 2026-01-22 13:54:12,783] A new study created in memory with name: ET_pu_weighted_FB_64log_gc_tetra +[I 2026-01-22 14:07:45,895] Trial 0 finished with value: 0.6544000578954986 and parameters: {'n_estimators': 1548, 'max_depth': 15, 'min_samples_split': 17, 'min_samples_leaf': 6, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.6544000578954986. +[TRIAL] #000 value=0.65440 | best=0.65440 | elapsed=13.6m | ETA~76.4m +[I 2026-01-22 14:22:43,944] Trial 1 finished with value: 0.5883206383750453 and parameters: {'n_estimators': 1532, 'max_depth': 9, 'min_samples_split': 8, 'min_samples_leaf': 2, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.6544000578954986. +[TRIAL] #001 value=0.58832 | best=0.65440 | elapsed=28.5m | ETA~61.5m +[I 2026-01-22 14:32:53,144] Trial 2 finished with value: 0.6021411085534729 and parameters: {'n_estimators': 943, 'max_depth': 10, 'min_samples_split': 5, 'min_samples_leaf': 10, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.6544000578954986. +[TRIAL] #002 value=0.60214 | best=0.65440 | elapsed=38.7m | ETA~51.3m +[I 2026-01-22 14:48:33,844] Trial 3 finished with value: 0.5446850610091238 and parameters: {'n_estimators': 1458, 'max_depth': 7, 'min_samples_split': 19, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.6544000578954986. +[TRIAL] #003 value=0.54469 | best=0.65440 | elapsed=54.4m | ETA~35.6m +[I 2026-01-22 15:03:24,329] Trial 4 finished with value: 0.6129466817923993 and parameters: {'n_estimators': 1654, 'max_depth': 11, 'min_samples_split': 7, 'min_samples_leaf': 11, 'max_features': 'sqrt', 'class_weight': None}. Best is trial 0 with value: 0.6544000578954986. +[TRIAL] #004 value=0.61295 | best=0.65440 | elapsed=69.2m | ETA~20.8m +[I 2026-01-22 15:14:01,884] Trial 5 finished with value: 0.6490940803758943 and parameters: {'n_estimators': 1152, 'max_depth': 17, 'min_samples_split': 13, 'min_samples_leaf': 9, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.6544000578954986. +[TRIAL] #005 value=0.64909 | best=0.65440 | elapsed=79.8m | ETA~10.2m +[I 2026-01-22 15:25:47,311] Trial 6 finished with value: 0.5684852421158981 and parameters: {'n_estimators': 1059, 'max_depth': 8, 'min_samples_split': 20, 'min_samples_leaf': 3, 'max_features': 'sqrt', 'class_weight': 'balanced'}. Best is trial 0 with value: 0.6544000578954986. +[TRIAL] #006 value=0.56849 | best=0.65440 | elapsed=91.6m | ETA~0.0m +[DONE] ET | pu | weighted | FB in 95.2 min best=0.65440 +[WRITE] metrics_summary.csv updated +[DONE] Saved artifacts to /TomaszLab/tRNA/Modele_final/results_models +[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 Mass_models.py --ndjson split_dataset/subset01/ --supp2 Supp2.xlsx --supp1 Supp1.csv --outdir . --train_mode both --weight_mode both --model all --metric all --n_trials 30 --timeout 5400results_models --train_mode both --weight_mode both --model all --metric all --n_trials 30 --timeout 5400  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 Mass_models.py --ndjson split_dataset/subset01/ --supp2 Supp2.xlsx --supp1 Supp1.csv --outdir . +  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 Mass_models.py --ndjson split_dataset/subset01/ --supp2 Supp2.xlsx --supp1 Supp1.csv --outdir . --train_mode both --weight_mode both --model all --metric all --n_trials 30 --timeout 5400 (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ exit +[?2004l exit +[?2004h(base) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ +[?2004l [?2004h(base) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ export OMP_NUM_THREADS=1 +[?2004l [?2004h(base) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ export OPENBLAS_NUM_THREADS=1 +[?2004l [?2004h(base) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ export MKL_NUM_THREADS=1 +[?2004l [?2004h(base) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ export NUMEXPR_NUM_THREADS=1 +[?2004l [?2004h(base) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$  +[?2004l [?2004h(base) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ FEATURE_COLS="results_models/feature_columns_64log_gc_tetra.json" +[?2004l [?2004h(base) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ GENOMES_DIR="/TomaszLab/tRNA/UHGG_genomes" +[?2004l [?2004h(base) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ ARAGORN_BIN="aragorn" +[?2004l [?2004h(base) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ arag gorn +[?2004l Command 'aragorn' not found, but can be installed with: +apt install aragorn +Please ask your administrator. +[?2004h(base) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ conda activate modele      trna_p (base) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ conda activate trna_pipenie_    line_env +[?2004l [?2004h(trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ aragorn         for MODEL in results_models/model_*.joblib; do +[?2004l [?2004h> BASENAME="$(basename "$MODEL" .joblib)" +[?2004l [?2004h> OUT="predictions/${BASENAME}_UHGG.csv" +[?2004l [?2004h> +[?2004l [?2004h> echo "[RUN] $MODEL -> $OUT" +[?2004l [?2004h> python3 Predict_folder.py \ +[?2004l [?2004h> --genomes_dir "$GENOMES_DIR" \ +[?2004l [?2004h> --model_path "$MODEL" \ +[?2004l [?2004h> --feature_cols "$FEATURE_COLS" \ +[?2004l [?2004h> --output_csv "$OUT" \ +[?2004l [?2004h> --aragorn "$ARAGORN_BIN" +[?2004l [?2004h> done +[?2004l [RUN] results_models/model_ET_pu_normal_F1_64log_gc_tetra.joblib -> predictions/model_ET_pu_normal_F1_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_ET_pu_normal_FB_64log_gc_tetra.joblib -> predictions/model_ET_pu_normal_FB_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_ET_pu_normal_PR_AUC_64log_gc_tetra.joblib -> predictions/model_ET_pu_normal_PR_AUC_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_ET_pu_weighted_F1_64log_gc_tetra.joblib -> predictions/model_ET_pu_weighted_F1_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_ET_pu_weighted_FB_64log_gc_tetra.joblib -> predictions/model_ET_pu_weighted_FB_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_ET_pu_weighted_PR_AUC_64log_gc_tetra.joblib -> predictions/model_ET_pu_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_ET_supervised_normal_F1_64log_gc_tetra.joblib -> predictions/model_ET_supervised_normal_F1_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_ET_supervised_normal_FB_64log_gc_tetra.joblib -> predictions/model_ET_supervised_normal_FB_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_ET_supervised_normal_PR_AUC_64log_gc_tetra.joblib -> predictions/model_ET_supervised_normal_PR_AUC_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_ET_supervised_weighted_F1_64log_gc_tetra.joblib -> predictions/model_ET_supervised_weighted_F1_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_ET_supervised_weighted_FB_64log_gc_tetra.joblib -> predictions/model_ET_supervised_weighted_FB_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_ET_supervised_weighted_PR_AUC_64log_gc_tetra.joblib -> predictions/model_ET_supervised_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_RF_pu_normal_F1_64log_gc_tetra.joblib -> predictions/model_RF_pu_normal_F1_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_RF_pu_normal_FB_64log_gc_tetra.joblib -> predictions/model_RF_pu_normal_FB_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_RF_pu_normal_PR_AUC_64log_gc_tetra.joblib -> predictions/model_RF_pu_normal_PR_AUC_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_RF_pu_weighted_F1_64log_gc_tetra.joblib -> predictions/model_RF_pu_weighted_F1_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_RF_pu_weighted_FB_64log_gc_tetra.joblib -> predictions/model_RF_pu_weighted_FB_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_RF_pu_weighted_PR_AUC_64log_gc_tetra.joblib -> predictions/model_RF_pu_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_RF_supervised_normal_F1_64log_gc_tetra.joblib -> predictions/model_RF_supervised_normal_F1_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_RF_supervised_normal_FB_64log_gc_tetra.joblib -> predictions/model_RF_supervised_normal_FB_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_RF_supervised_normal_PR_AUC_64log_gc_tetra.joblib -> predictions/model_RF_supervised_normal_PR_AUC_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_RF_supervised_weighted_F1_64log_gc_tetra.joblib -> predictions/model_RF_supervised_weighted_F1_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_RF_supervised_weighted_FB_64log_gc_tetra.joblib -> predictions/model_RF_supervised_weighted_FB_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_RF_supervised_weighted_PR_AUC_64log_gc_tetra.joblib -> predictions/model_RF_supervised_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_XGB_pu_normal_F1_64log_gc_tetra.joblib -> predictions/model_XGB_pu_normal_F1_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_XGB_pu_normal_FB_64log_gc_tetra.joblib -> predictions/model_XGB_pu_normal_FB_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_XGB_pu_normal_PR_AUC_64log_gc_tetra.joblib -> predictions/model_XGB_pu_normal_PR_AUC_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_XGB_pu_weighted_F1_64log_gc_tetra.joblib -> predictions/model_XGB_pu_weighted_F1_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_XGB_pu_weighted_FB_64log_gc_tetra.joblib -> predictions/model_XGB_pu_weighted_FB_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_XGB_pu_weighted_PR_AUC_64log_gc_tetra.joblib -> predictions/model_XGB_pu_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_XGB_supervised_normal_F1_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_normal_F1_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_XGB_supervised_normal_FB_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_normal_FB_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_XGB_supervised_normal_PR_AUC_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_normal_PR_AUC_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_XGB_supervised_weighted_F1_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_weighted_F1_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_XGB_supervised_weighted_FB_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_weighted_FB_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[RUN] results_models/model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +python3: can't open file '/TomaszLab/tRNA/Modele_final/Predict_folder.py': [Errno 2] No such file or directory +[?2004h(trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ ls +[?2004l 80_20_split_fixed.py Archea_codetta_genomes FEATURES_ALL.ndjson Mass_models.py Supp1.csv Supp2.xlsx metrics_summary.csv models_logs.txt predict_dir.py predictions results_models split_dataset weights_snapshot_test.tsv weights_snapshot_train.tsv +[?2004h(trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ lsfor MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 Predict_folder.py --genomes_dir "$GENOMES_D DIR" --model_path "$MODEL" --feature_cols "$FEATURE_COLS" --output_csv "$OUT" --aragorn "$ARAGORN_BIN"; done  (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 Predict_folder.py --genomes_dir "$py --genomespy --genomes_dir "$GENOMES_DI (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 Predict_folder.p --genomes_dir "$GENOMES_DIR (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 Predict_folder. --genomes_dir "$GENOMES_DIR" (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 Predict_folder --genomes_dir "$GENOMES_DIR"  (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 Predict_folde --genomes_dir "$GENOMES_DIR"  (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 Predict_fold --genomes_dir "$GENOMES_DIR"  (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 Predict_fol --genomes_dir "$GENOMES_DIR"  (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 Predict_fo --genomes_dir "$GENOMES_DIR"  (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 Predict_f --genomes_dir "$GENOMES_DIR" -- (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 Predict_ --genomes_dir "$GENOMES_DIR" -- (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 Predict --genomes_dir "$GENOMES_DIR" - +  (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 Predic --genomes_dir "$GENOMES_DIR" --mo (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 Predi --genomes_dir "$GENOMES_DIR" --mod (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 Pred --genomes_dir "$GENOMES_DIR" --mode (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 Pre --genomes_dir "$GENOMES_DIR" --model (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 Pr --genomes_dir "$GENOMES_DIR" --model_ (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 P --genomes_dir "$GENOMES_DIR" --model_p (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 p --genomes_dir "$GENOMES_DIR" --model_[1@p (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 pr --genomes_dir "$GENOMES_DIR" --model[1@_ (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 pre --genomes_dir "$GENOMES_DIR" --mode[1@l (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 predict --genomes_dir "$GENOMES_DIR" --[4@mode (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 predict_ --genomes_dir "$GENOMES_DIR" -[1@- (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 predict_d --genomes_dir "$GENOMES_DIR" -[1@- (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 predict_dir.py --genomes_dir "$GENOMES_DIR"[5@  (trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 predict_dir.py + +[?2004l [RUN] results_models/model_ET_pu_normal_F1_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +Traceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 300, in + main() + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 247, in main + model = joblib_load(args.model_path) + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/site-packages/joblib/numpy_pickle.py", line 749, in load + obj = _unpickle( + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/site-packages/joblib/numpy_pickle.py", line 626, in _unpickle + obj = unpickler.load() + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 1213, in load + dispatch[key[0]](self) + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 1538, in load_stack_global + self.append(self.find_class(module, name)) + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 1582, in find_class + return _getattribute(sys.modules[module], name)[0] + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 331, in _getattribute + raise AttributeError("Can't get attribute {!r} on {!r}" +AttributeError: Can't get attribute 'PUBaggingClassifier' on +[RUN] results_models/model_ET_pu_normal_FB_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +Traceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 300, in + main() + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 247, in main + model = joblib_load(args.model_path) + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/site-packages/joblib/numpy_pickle.py", line 749, in load + obj = _unpickle( + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/site-packages/joblib/numpy_pickle.py", line 626, in _unpickle + obj = unpickler.load() + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 1213, in load + dispatch[key[0]](self) + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 1538, in load_stack_global + self.append(self.find_class(module, name)) + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 1582, in find_class + return _getattribute(sys.modules[module], name)[0] + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 331, in _getattribute + raise AttributeError("Can't get attribute {!r} on {!r}" +AttributeError: Can't get attribute 'PUBaggingClassifier' on +[RUN] results_models/model_ET_pu_normal_PR_AUC_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +Traceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 300, in + main() + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 247, in main + model = joblib_load(args.model_path) + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/site-packages/joblib/numpy_pickle.py", line 749, in load + obj = _unpickle( + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/site-packages/joblib/numpy_pickle.py", line 626, in _unpickle + obj = unpickler.load() + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 1213, in load + dispatch[key[0]](self) + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 1538, in load_stack_global + self.append(self.find_class(module, name)) + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 1582, in find_class + return _getattribute(sys.modules[module], name)[0] + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 331, in _getattribute + raise AttributeError("Can't get attribute {!r} on {!r}" +AttributeError: Can't get attribute 'PUBaggingClassifier' on +[RUN] results_models/model_ET_pu_weighted_F1_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +Traceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 300, in + main() + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 247, in main + model = joblib_load(args.model_path) + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/site-packages/joblib/numpy_pickle.py", line 749, in load + obj = _unpickle( + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/site-packages/joblib/numpy_pickle.py", line 626, in _unpickle + obj = unpickler.load() + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 1213, in load + dispatch[key[0]](self) + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 1538, in load_stack_global + self.append(self.find_class(module, name)) + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 1582, in find_class + return _getattribute(sys.modules[module], name)[0] + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 331, in _getattribute + raise AttributeError("Can't get attribute {!r} on {!r}" +AttributeError: Can't get attribute 'PUBaggingClassifier' on +[RUN] results_models/model_ET_pu_weighted_FB_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +Traceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 300, in + main() + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 247, in main + model = joblib_load(args.model_path) + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/site-packages/joblib/numpy_pickle.py", line 749, in load + obj = _unpickle( + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/site-packages/joblib/numpy_pickle.py", line 626, in _unpickle + obj = unpickler.load() + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 1213, in load + dispatch[key[0]](self) + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 1538, in load_stack_global + self.append(self.find_class(module, name)) + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 1582, in find_class + return _getattribute(sys.modules[module], name)[0] + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/pickle.py", line 331, in _getattribute + raise AttributeError("Can't get attribute {!r} on {!r}" +AttributeError: Can't get attribute 'PUBaggingClassifier' on +[RUN] results_models/model_ET_pu_weighted_PR_AUC_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +^CTraceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 38, in + import pandas as pd + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/site-packages/pandas/__init__.py", line 138, in + from pandas.io.api import ( + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/site-packages/pandas/io/api.py", line 28, in + from pandas.io.pytables import ( + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/site-packages/pandas/io/pytables.py", line 83, in + from pandas.core.computation.pytables import ( + File "/home/MakarDoro/miniconda3/envs/trna_pipeline_env/lib/python3.10/site-packages/pandas/core/computation/pytables.py", line 10, in + from pandas._libs.tslibs import ( + File "", line 1053, in _handle_fromlist +KeyboardInterrupt + +[?2004h(trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ conda activate modele +[?2004l +EnvironmentNameNotFound: Could not find conda environment: modele +You can list all discoverable environments with `conda info --envs`. + + +[?2004h(trna_pipeline_env) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ conda activate modele s +[?2004l [?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ conda activate modelsesls predict +[?2004l ls: cannot access 'predict': No such file or directory +[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ ls predict +predict_dir.py predictions/ +(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ ls predictions/ +[?2004l [?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ ls predictions/conda activate modelsefor MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 predict_dir.py --genomes_dir "$GENOMES_DIR" --mode el_path "$MODEL" --feature_cols "$FEATURE_COLS" --output_csv "$OUT" --aragorn "$ARAGORN_BIN"; donels +  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ lsfor MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 predict_dir.py --genomes_dir "$GENOMES_DIR" --mode el_path "$MODEL" --feature_cols "$FEATURE_COLS" --output_csv "$OUT" --aragorn "$ARAGORN_BIN"; done +[?2004l [RUN] results_models/model_ET_pu_normal_F1_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +Traceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 300, in + main() + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 247, in main + model = joblib_load(args.model_path) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle.py", line 749, in load + obj = _unpickle( + ^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle.py", line 626, in _unpickle + obj = unpickler.load() + ^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1213, in load + dispatch[key[0]](self) + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1538, in load_stack_global + self.append(self.find_class(module, name)) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1582, in find_class + return _getattribute(sys.modules[module], name)[0] + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 331, in _getattribute + raise AttributeError("Can't get attribute {!r} on {!r}" +AttributeError: Can't get attribute 'PUBaggingClassifier' on +[RUN] results_models/model_ET_pu_normal_FB_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +Traceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 300, in + main() + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 247, in main + model = joblib_load(args.model_path) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle.py", line 749, in load + obj = _unpickle( + ^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle.py", line 626, in _unpickle + obj = unpickler.load() + ^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1213, in load + dispatch[key[0]](self) + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1538, in load_stack_global + self.append(self.find_class(module, name)) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1582, in find_class + return _getattribute(sys.modules[module], name)[0] + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 331, in _getattribute + raise AttributeError("Can't get attribute {!r} on {!r}" +AttributeError: Can't get attribute 'PUBaggingClassifier' on +[RUN] results_models/model_ET_pu_normal_PR_AUC_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +Traceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 300, in + main() + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 247, in main + model = joblib_load(args.model_path) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle.py", line 749, in load + obj = _unpickle( + ^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle.py", line 626, in _unpickle + obj = unpickler.load() + ^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1213, in load + dispatch[key[0]](self) + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1538, in load_stack_global + self.append(self.find_class(module, name)) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1582, in find_class + return _getattribute(sys.modules[module], name)[0] + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 331, in _getattribute + raise AttributeError("Can't get attribute {!r} on {!r}" +AttributeError: Can't get attribute 'PUBaggingClassifier' on +[RUN] results_models/model_ET_pu_weighted_F1_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +Traceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 300, in + main() + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 247, in main + model = joblib_load(args.model_path) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle.py", line 749, in load + obj = _unpickle( + ^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle.py", line 626, in _unpickle + obj = unpickler.load() + ^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1213, in load + dispatch[key[0]](self) + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1538, in load_stack_global + self.append(self.find_class(module, name)) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1582, in find_class + return _getattribute(sys.modules[module], name)[0] + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 331, in _getattribute + raise AttributeError("Can't get attribute {!r} on {!r}" +AttributeError: Can't get attribute 'PUBaggingClassifier' on +[RUN] results_models/model_ET_pu_weighted_FB_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +Traceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 300, in + main() + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 247, in main + model = joblib_load(args.model_path) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle.py", line 749, in load + obj = _unpickle( + ^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle.py", line 626, in _unpickle + obj = unpickler.load() + ^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1213, in load + dispatch[key[0]](self) + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1538, in load_stack_global + self.append(self.find_class(module, name)) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1582, in find_class + return _getattribute(sys.modules[module], name)[0] + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 331, in _getattribute + raise AttributeError("Can't get attribute {!r} on {!r}" +AttributeError: Can't get attribute 'PUBaggingClassifier' on +[RUN] results_models/model_ET_pu_weighted_PR_AUC_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +Traceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 300, in + main() + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 247, in main + model = joblib_load(args.model_path) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle.py", line 749, in load + obj = _unpickle( + ^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle.py", line 626, in _unpickle + obj = unpickler.load() + ^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1213, in load + dispatch[key[0]](self) + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1538, in load_stack_global + self.append(self.find_class(module, name)) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1582, in find_class + return _getattribute(sys.modules[module], name)[0] + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 331, in _getattribute + raise AttributeError("Can't get attribute {!r} on {!r}" +AttributeError: Can't get attribute 'PUBaggingClassifier' on +[RUN] results_models/model_ET_supervised_normal_F1_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +^CFatal Python error: init_import_site: Failed to import the site module +Python runtime state: initialized +Traceback (most recent call last): + File "", line 1176, in _find_and_load + File "", line 1147, in _find_and_load_unlocked + File "", line 690, in _load_unlocked + File "", line 980, in exec_module + File "", line 626, in + File "", line 613, in main + File "", line 394, in addsitepackages + File "", line 236, in addsitedir + File "", line 195, in addpackage + File "", line 1, in + File "", line 1176, in _find_and_load + File "", line 1138, in _find_and_load_unlocked + File "", line 1078, in _find_spec + File "", line 1507, in find_spec + File "", line 1479, in _get_spec + File "", line 1634, in find_spec +KeyboardInterrupt +[RUN] results_models/model_ET_supervised_normal_FB_64log_gc_tetra.joblib -> predictions/model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra_UHGG.csv +^CTraceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 300, in + main() + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 247, in main + model = joblib_load(args.model_path) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle.py", line 749, in load + obj = _unpickle( + ^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle.py", line 626, in _unpickle + obj = unpickler.load() + ^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/pickle.py", line 1213, in load + dispatch[key[0]](self) + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle.py", line 462, in load_build + _array_payload = array_wrapper.read(self, self.ensure_native_byte_order) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle.py", line 284, in read + array = self.read_array(unpickler, ensure_native_byte_order) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle.py", line 197, in read_array + data = _read_bytes(unpickler.file_handle, read_size, "array data") + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/home/MakarDoro/miniconda3/envs/models/lib/python3.11/site-packages/joblib/numpy_pickle_utils.py", line 266, in _read_bytes + r = fp.read(size - len(data)) + ^^^^^^^^^^^^^^^^^^^^^^^^^ +KeyboardInterrupt + +[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ for MODEL in results_models/model_*.joblib; do BASENAME="$(basename "$MODEL" .joblib)"; OUT="predictions/${BASENAME}_UHGG.csv" echo "[RUN] $MODEL -> $OUT"; python3 predict_dir.py --genomes_dir "$GENOMES_DIR" --mode el_path "$MODEL" --feature_cols "$FEATURE_COLS" --output_csv "$OUT" --aragorn "$ARAGORN_BIN"; done +  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ ls +[?2004l 80_20_split_fixed.py Archea_codetta_genomes FEATURES_ALL.ndjson Mass_models.py Supp1.csv Supp2.xlsx metrics_summary.csv models_logs.txt predict_dir.py predictions results_models split_dataset weights_snapshot_test.tsv weights_snapshot_train.tsv +[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ rm predictions/ +[?2004l rm: cannot remove 'predictions/': Is a directory +[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ rm predictions/[1@-[1@r[1@ +[?2004l [?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ rm predict_dir.py +[?2004l [?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ ls +[?2004l 80_20_split_fixed.py Archea_codetta_genomes FEATURES_ALL.ndjson Mass_models.py Supp1.csv Supp2.xlsx metrics_summary.csv models_logs.txt results_models split_dataset weights_snapshot_test.tsv weights_snapshot_train.tsv +[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ vim predict_dir.py +[?2004l [?1049h[>4;2m[?1h=[?2004h[?1004h[?12h[?12l[?25l"predict_dir.py" [New]� Pzz\[0%m [>c]10;?]11;?~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ 0,0-1All[?25h[?25l~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ 0,0-1All "predict_dir.py" [New][?25h[?25lE348: No string under cursor0,0-1All[?25h[?25l/usr/bin/env python3 /usr search hit BOTTOM, continuing at TOP E486: Pattern not found: usr0,0-1All[?25h[?25l348: No string under curso0,0-1All[?25h[?25l0,0-1All[?25h[?25lAlready at oldest change0,0-1All[?25h[?25lE348: No string under cursor0,0-1All[?25h[?25l~B1,1 [?25h[?25le[?25h[?25l0-1[?25h[?25l-- INSERT --1,1All             cols_show = ["model", "elapsed_min", "n_genomes", "pred_pos_frac", "pr_auc", "roc_auc", "y_true_pos"]            print(df_sum[cols_show].head(15).to_string(index=False))            print("="*80)            print("[DONE]")            if __name__ == "__main__":            main()            521,3357 Bot[?25h[?25l^[ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ 521,0-1Bot[?25h[?25l^[ ^[ [?25h[?25l::[?25hq! [?25l[?2004l[>4;m[?1004l[?2004l[?1l>[?25h[>4;m[?1049l[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ exit +[?2004l exit +[?2004h(base) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ conda activate models +[?2004l [?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir.py \ +[?2004l [?2004h> --genomes_dir /TomaszLab/tRNA/UHGG_genomes \ +[?2004l [?2004h> --models_dir /TomaszLab/tRNA/Modele_final/results_models \ +[?2004l [?2004h> --outdir /TomaszLab/tRNA/Modele_final/predictions \ +[?2004l [?2004h> --aragorn aragorn \ +[?2004l [?2004h> --threads 1 \ +[?2004l [?2004h> --reuse_aragorn +[?2004l python3: can't open file '/TomaszLab/tRNA/Modele_final/predict_models_dir.py': [Errno 2] No such file or directory +[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir.py --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --threads 1 --reuse_aragorn  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir.py --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --py --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --threads  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir.p --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --threads  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir. --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --threads 1 (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --threads 1  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_di --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --threads 1  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_d --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --threads 1  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_ --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --threads 1 -- (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --threads 1 -- (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_model --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --threads 1 - +  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_mode --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --threads 1 --re (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_mod --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --threads 1 --reu (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_mo --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --threads 1 --reus (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_m --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --threads 1 --reuse (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_ --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --threads 1 --reuse_ (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_ --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --threads 1 --reuse[1@_ (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_dir.py --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions --aragorn aragorn --threads 1 -[6@-reuse (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_dir.py + +[?2004l [INFO] Genomes: 4744 in /TomaszLab/tRNA/UHGG_genomes +[INFO] Models : 36 in /TomaszLab/tRNA/Modele_final/results_models +[INFO] Outdir : /TomaszLab/tRNA/Modele_final/predictions + +================================================================================ +[1/36] MODEL: model_ET_pu_normal_F1_64log_gc_tetra.joblib + FEAT : feature_columns_64log_gc_tetra.json +================================================================================ +[FEAT] 1/4744 MGYG000000001.fna +[FEAT] 50/4744 MGYG000000050.fna +[FEAT] 100/4744 MGYG000000100.fna +[FEAT] 150/4744 MGYG000000150.fna +[FEAT] 200/4744 MGYG000000200.fna +[FEAT] 250/4744 MGYG000000250.fna +[FEAT] 300/4744 MGYG000000300.fna +[FEAT] 350/4744 MGYG000000354.fna +[FEAT] 400/4744 MGYG000000404.fna +[FEAT] 450/4744 MGYG000000455.fna +[FEAT] 500/4744 MGYG000000505.fna +[FEAT] 550/4744 MGYG000000555.fna +[FEAT] 600/4744 MGYG000000606.fna +[FEAT] 650/4744 MGYG000000657.fna +[FEAT] 700/4744 MGYG000000708.fna +[FEAT] 750/4744 MGYG000000758.fna +[FEAT] 800/4744 MGYG000000811.fna +[FEAT] 850/4744 MGYG000000868.fna +[FEAT] 900/4744 MGYG000000926.fna +[FEAT] 950/4744 MGYG000000979.fna +[FEAT] 1000/4744 MGYG000001031.fna +[FEAT] 1050/4744 MGYG000001085.fna +[FEAT] 1100/4744 MGYG000001139.fna +[FEAT] 1150/4744 MGYG000001192.fna +[FEAT] 1200/4744 MGYG000001246.fna +[FEAT] 1250/4744 MGYG000001297.fna +[FEAT] 1300/4744 MGYG000001347.fna +[FEAT] 1350/4744 MGYG000001397.fna +^CTraceback (most recent call last): + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 524, in + main() + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 397, in main + acc, feats = build_features_for_genome( + ^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 249, in build_features_for_genome + feat_gc_tetra = calc_gc_and_tetra(fasta_path) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/TomaszLab/tRNA/Modele_final/predict_dir.py", line 175, in calc_gc_and_tetra + G += 1 + ^ +KeyboardInterrupt + +[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ rm -r predictions/ +[?2004l [?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ rm predict_dir.py +[?2004l [?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ ls +[?2004l 80_20_split_fixed.py Archea_codetta_genomes FEATURES_ALL.ndjson Mass_models.py Supp1.csv Supp2.xlsx genomes-all_metadata_with_genetic_code_id_noNA.tsv metrics_summary.csv models_logs.txt results_models split_dataset weights_snapshot_test.tsv weights_snapshot_train.tsv +[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir_with_truth.py \ +[?2004l [?2004h> --genomes_dir /TomaszLab/tRNA/UHGG_genomes \ +[?2004l [?2004h> --models_dir /TomaszLab/tRNA/Modele_final/results_models \ +[?2004l [?2004h> --outdir /TomaszLab/tRNA/Modele_final/predictions_truth \ +[?2004l [?2004h> --aragorn aragorn \ +[?2004l [?2004h> --reuse_aragorn \ +[?2004l [?2004h> --truth_tsv /TomaszLab/tRNA/Modele_final/genomes-all_metadata_with_genetic_code_id_noNA.tsv +[?2004l python3: can't open file '/TomaszLab/tRNA/Modele_final/predict_models_dir_with_truth.py': [Errno 2] No such file or directory +[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir_with_truth.py --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn arago orn --reuse_aragorn --truth_tsv /TomaszLab/tRNA/Modele_final/genomes-all_metadata_with_genetic_code_id_noNA.tsv (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir_with_truth.py --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn truth.py --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragor (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir_with_truth.p --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir_with_truth. --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir_with_truth --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir_with_trut --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir_with_tru --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn -- (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir_with_tr --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn -- (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir_with_t --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn - +  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir_with_ --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn --re (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir_with --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn --reu (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir_wit --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn --reus (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir_wi --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn --reuse (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir_w --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn --reuse_ (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir_ --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn --reuse_a (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_dir --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn --reuse_ar (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_di --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn --reuse_ara (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_d --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn --reuse_arag (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models_ --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn --reuse_arago (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_models --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn --reuse_aragor (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_model --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn --reuse_aragorn (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_mode --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn --reuse_aragorn  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_mod --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn --reuse_aragorn  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_mo --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn --reuse_aragorn  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_m --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn --reuse_aragorn -- (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_dir.py --genomes_dir /TomaszLab/tRNA/UHGG_genomes --models_dir /TomaszLab/tRNA/Modele_final/results_models --outdir /TomaszLab/tRNA/Modele_final/predictions_truth --aragorn aragorn --reuse_arago[6@rn - (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ python3 predict_dir.py + +[?2004l [INFO] Genomes: 4744 in /TomaszLab/tRNA/UHGG_genomes +[INFO] Models : 36 in /TomaszLab/tRNA/Modele_final/results_models +[INFO] Truth : /TomaszLab/tRNA/Modele_final/genomes-all_metadata_with_genetic_code_id_noNA.tsv +[INFO] FeatCols: /TomaszLab/tRNA/Modele_final/results_models/feature_columns_64log_gc_tetra.json +[FEAT] 1/4744 MGYG000000001.fna +[FEAT] 50/4744 MGYG000000050.fna +[FEAT] 100/4744 MGYG000000100.fna +[FEAT] 150/4744 MGYG000000150.fna +[FEAT] 200/4744 MGYG000000200.fna +[FEAT] 250/4744 MGYG000000250.fna +[FEAT] 300/4744 MGYG000000300.fna +[FEAT] 350/4744 MGYG000000354.fna +[FEAT] 400/4744 MGYG000000404.fna +[FEAT] 450/4744 MGYG000000455.fna +[FEAT] 500/4744 MGYG000000505.fna +[FEAT] 550/4744 MGYG000000555.fna +[FEAT] 600/4744 MGYG000000606.fna +[FEAT] 650/4744 MGYG000000657.fna +[FEAT] 700/4744 MGYG000000708.fna +[FEAT] 750/4744 MGYG000000758.fna +[FEAT] 800/4744 MGYG000000811.fna +[FEAT] 850/4744 MGYG000000868.fna +[FEAT] 900/4744 MGYG000000926.fna +[FEAT] 950/4744 MGYG000000979.fna +[FEAT] 1000/4744 MGYG000001031.fna +[FEAT] 1050/4744 MGYG000001085.fna +[FEAT] 1100/4744 MGYG000001139.fna +[FEAT] 1150/4744 MGYG000001192.fna +[FEAT] 1200/4744 MGYG000001246.fna +[FEAT] 1250/4744 MGYG000001297.fna +[FEAT] 1300/4744 MGYG000001347.fna +[FEAT] 1350/4744 MGYG000001397.fna +[FEAT] 1400/4744 MGYG000001447.fna +[FEAT] 1450/4744 MGYG000001497.fna +[FEAT] 1500/4744 MGYG000001547.fna +[FEAT] 1550/4744 MGYG000001597.fna +[FEAT] 1600/4744 MGYG000001647.fna +[FEAT] 1650/4744 MGYG000001699.fna +[FEAT] 1700/4744 MGYG000001757.fna +[FEAT] 1750/4744 MGYG000001808.fna +[FEAT] 1800/4744 MGYG000001862.fna +[FEAT] 1850/4744 MGYG000001915.fna +[FEAT] 1900/4744 MGYG000001966.fna +[FEAT] 1950/4744 MGYG000002021.fna +[FEAT] 2000/4744 MGYG000002073.fna +[FEAT] 2050/4744 MGYG000002126.fna +[FEAT] 2100/4744 MGYG000002176.fna +[FEAT] 2150/4744 MGYG000002229.fna +[FEAT] 2200/4744 MGYG000002279.fna +[FEAT] 2250/4744 MGYG000002329.fna +[FEAT] 2300/4744 MGYG000002379.fna +[FEAT] 2350/4744 MGYG000002429.fna +[FEAT] 2400/4744 MGYG000002479.fna +[FEAT] 2450/4744 MGYG000002529.fna +[FEAT] 2500/4744 MGYG000002582.fna +[FEAT] 2550/4744 MGYG000002637.fna +[FEAT] 2600/4744 MGYG000002690.fna +[FEAT] 2650/4744 MGYG000002741.fna +[FEAT] 2700/4744 MGYG000002791.fna +[FEAT] 2750/4744 MGYG000002844.fna +[FEAT] 2800/4744 MGYG000002896.fna +[FEAT] 2850/4744 MGYG000002947.fna +[FEAT] 2900/4744 MGYG000002999.fna +[FEAT] 2950/4744 MGYG000003050.fna +[FEAT] 3000/4744 MGYG000003112.fna +[FEAT] 3050/4744 MGYG000003164.fna +[FEAT] 3100/4744 MGYG000003214.fna +[FEAT] 3150/4744 MGYG000003267.fna +[FEAT] 3200/4744 MGYG000003321.fna +[FEAT] 3250/4744 MGYG000003380.fna +[FEAT] 3300/4744 MGYG000003431.fna +[FEAT] 3350/4744 MGYG000003483.fna +[FEAT] 3400/4744 MGYG000003538.fna +[FEAT] 3450/4744 MGYG000003590.fna +[FEAT] 3500/4744 MGYG000003641.fna +[FEAT] 3550/4744 MGYG000003692.fna +[FEAT] 3600/4744 MGYG000003742.fna +[FEAT] 3650/4744 MGYG000003792.fna +[FEAT] 3700/4744 MGYG000003842.fna +[FEAT] 3750/4744 MGYG000003894.fna +[FEAT] 3800/4744 MGYG000003945.fna +[FEAT] 3850/4744 MGYG000003996.fna +[FEAT] 3900/4744 MGYG000004046.fna +[FEAT] 3950/4744 MGYG000004098.fna +[FEAT] 4000/4744 MGYG000004149.fna +[FEAT] 4050/4744 MGYG000004200.fna +[FEAT] 4100/4744 MGYG000004251.fna +[FEAT] 4150/4744 MGYG000004302.fna +[FEAT] 4200/4744 MGYG000004352.fna +[FEAT] 4250/4744 MGYG000004402.fna +[FEAT] 4300/4744 MGYG000004455.fna +[FEAT] 4350/4744 MGYG000004506.fna +[FEAT] 4400/4744 MGYG000004558.fna +[FEAT] 4450/4744 MGYG000004610.fna +[FEAT] 4500/4744 MGYG000004661.fna +[FEAT] 4550/4744 MGYG000004711.fna +[FEAT] 4600/4744 MGYG000004761.fna +[FEAT] 4650/4744 MGYG000004811.fna +[FEAT] 4700/4744 MGYG000004861.fna +[FEAT] 4744/4744 MGYG000004905.fna +[FEAT] Built X=(4744, 322) in 3419.6s +[TRUTH] Annotated: 4728/4744 Missing_in_TSV: 16 + +================================================================================ +[1/36] MODEL: model_ET_pu_normal_F1_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_ET_pu_normal_F1_64log_gc_tetra__pred.csv rows=4744 time=0.84 min + +================================================================================ +[2/36] MODEL: model_ET_pu_normal_FB_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_ET_pu_normal_FB_64log_gc_tetra__pred.csv rows=4744 time=1.29 min + +================================================================================ +[3/36] MODEL: model_ET_pu_normal_PR_AUC_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_ET_pu_normal_PR_AUC_64log_gc_tetra__pred.csv rows=4744 time=2.01 min + +================================================================================ +[4/36] MODEL: model_ET_pu_weighted_F1_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_ET_pu_weighted_F1_64log_gc_tetra__pred.csv rows=4744 time=1.77 min + +================================================================================ +[5/36] MODEL: model_ET_pu_weighted_FB_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_ET_pu_weighted_FB_64log_gc_tetra__pred.csv rows=4744 time=1.38 min + +================================================================================ +[6/36] MODEL: model_ET_pu_weighted_PR_AUC_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_ET_pu_weighted_PR_AUC_64log_gc_tetra__pred.csv rows=4744 time=2.06 min + +================================================================================ +[7/36] MODEL: model_ET_supervised_normal_F1_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_ET_supervised_normal_F1_64log_gc_tetra__pred.csv rows=4744 time=1.06 min + +================================================================================ +[8/36] MODEL: model_ET_supervised_normal_FB_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_ET_supervised_normal_FB_64log_gc_tetra__pred.csv rows=4744 time=0.45 min + +================================================================================ +[9/36] MODEL: model_ET_supervised_normal_PR_AUC_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_ET_supervised_normal_PR_AUC_64log_gc_tetra__pred.csv rows=4744 time=0.75 min + +================================================================================ +[10/36] MODEL: model_ET_supervised_weighted_F1_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_ET_supervised_weighted_F1_64log_gc_tetra__pred.csv rows=4744 time=0.31 min + +================================================================================ +[11/36] MODEL: model_ET_supervised_weighted_FB_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_ET_supervised_weighted_FB_64log_gc_tetra__pred.csv rows=4744 time=0.55 min + +================================================================================ +[12/36] MODEL: model_ET_supervised_weighted_PR_AUC_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_ET_supervised_weighted_PR_AUC_64log_gc_tetra__pred.csv rows=4744 time=0.62 min + +================================================================================ +[13/36] MODEL: model_RF_pu_normal_F1_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_RF_pu_normal_F1_64log_gc_tetra__pred.csv rows=4744 time=0.72 min + +================================================================================ +[14/36] MODEL: model_RF_pu_normal_FB_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_RF_pu_normal_FB_64log_gc_tetra__pred.csv rows=4744 time=0.49 min + +================================================================================ +[15/36] MODEL: model_RF_pu_normal_PR_AUC_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_RF_pu_normal_PR_AUC_64log_gc_tetra__pred.csv rows=4744 time=0.88 min + +================================================================================ +[16/36] MODEL: model_RF_pu_weighted_F1_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_RF_pu_weighted_F1_64log_gc_tetra__pred.csv rows=4744 time=0.94 min + +================================================================================ +[17/36] MODEL: model_RF_pu_weighted_FB_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_RF_pu_weighted_FB_64log_gc_tetra__pred.csv rows=4744 time=0.48 min + +================================================================================ +[18/36] MODEL: model_RF_pu_weighted_PR_AUC_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_RF_pu_weighted_PR_AUC_64log_gc_tetra__pred.csv rows=4744 time=0.69 min + +================================================================================ +[19/36] MODEL: model_RF_supervised_normal_F1_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_RF_supervised_normal_F1_64log_gc_tetra__pred.csv rows=4744 time=0.22 min + +================================================================================ +[20/36] MODEL: model_RF_supervised_normal_FB_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_RF_supervised_normal_FB_64log_gc_tetra__pred.csv rows=4744 time=0.22 min + +================================================================================ +[21/36] MODEL: model_RF_supervised_normal_PR_AUC_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_RF_supervised_normal_PR_AUC_64log_gc_tetra__pred.csv rows=4744 time=0.16 min + +================================================================================ +[22/36] MODEL: model_RF_supervised_weighted_F1_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_RF_supervised_weighted_F1_64log_gc_tetra__pred.csv rows=4744 time=0.13 min + +================================================================================ +[23/36] MODEL: model_RF_supervised_weighted_FB_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_RF_supervised_weighted_FB_64log_gc_tetra__pred.csv rows=4744 time=0.15 min + +================================================================================ +[24/36] MODEL: model_RF_supervised_weighted_PR_AUC_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_RF_supervised_weighted_PR_AUC_64log_gc_tetra__pred.csv rows=4744 time=0.29 min + +================================================================================ +[25/36] MODEL: model_XGB_pu_normal_F1_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_XGB_pu_normal_F1_64log_gc_tetra__pred.csv rows=4744 time=0.08 min + +================================================================================ +[26/36] MODEL: model_XGB_pu_normal_FB_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_XGB_pu_normal_FB_64log_gc_tetra__pred.csv rows=4744 time=0.06 min + +================================================================================ +[27/36] MODEL: model_XGB_pu_normal_PR_AUC_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_XGB_pu_normal_PR_AUC_64log_gc_tetra__pred.csv rows=4744 time=0.06 min + +================================================================================ +[28/36] MODEL: model_XGB_pu_weighted_F1_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_XGB_pu_weighted_F1_64log_gc_tetra__pred.csv rows=4744 time=0.16 min + +================================================================================ +[29/36] MODEL: model_XGB_pu_weighted_FB_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_XGB_pu_weighted_FB_64log_gc_tetra__pred.csv rows=4744 time=0.07 min + +================================================================================ +[30/36] MODEL: model_XGB_pu_weighted_PR_AUC_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_XGB_pu_weighted_PR_AUC_64log_gc_tetra__pred.csv rows=4744 time=0.13 min + +================================================================================ +[31/36] MODEL: model_XGB_supervised_normal_F1_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_XGB_supervised_normal_F1_64log_gc_tetra__pred.csv rows=4744 time=0.08 min + +================================================================================ +[32/36] MODEL: model_XGB_supervised_normal_FB_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_XGB_supervised_normal_FB_64log_gc_tetra__pred.csv rows=4744 time=0.07 min + +================================================================================ +[33/36] MODEL: model_XGB_supervised_normal_PR_AUC_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_XGB_supervised_normal_PR_AUC_64log_gc_tetra__pred.csv rows=4744 time=0.11 min + +================================================================================ +[34/36] MODEL: model_XGB_supervised_weighted_F1_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_XGB_supervised_weighted_F1_64log_gc_tetra__pred.csv rows=4744 time=0.02 min + +================================================================================ +[35/36] MODEL: model_XGB_supervised_weighted_FB_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_XGB_supervised_weighted_FB_64log_gc_tetra__pred.csv rows=4744 time=0.04 min + +================================================================================ +[36/36] MODEL: model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra.joblib +================================================================================ +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra__pred.csv rows=4744 time=0.02 min + +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/all_models_predictions_long.csv rows=170784 +[WRITE] /TomaszLab/tRNA/Modele_final/predictions_truth/prediction_summary.csv rows=36 + +================================================================================ +[REPORT] Top models by overall PR-AUC (ground truth ALT = Genetic_code_ID != 11): + model n_annotated overall_positives overall_precision overall_recall overall_f1 overall_pr_auc overall_roc_auc isolate_fn isolate_fp mag_fn mag_fp elapsed_min + model_XGB_supervised_normal_F1_64log_gc_tetra 4728 71 0.800000 0.225352 0.351648 0.466332 0.929243 6 2 49 2 0.084873 + model_ET_supervised_weighted_FB_64log_gc_tetra 4728 71 0.812500 0.183099 0.298851 0.464899 0.953109 6 2 52 1 0.552629 + model_XGB_supervised_weighted_FB_64log_gc_tetra 4728 71 0.695652 0.225352 0.340426 0.463906 0.929103 6 3 49 4 0.039362 + model_ET_supervised_normal_FB_64log_gc_tetra 4728 71 1.000000 0.084507 0.155844 0.462285 0.954601 6 0 59 0 0.446508 + model_ET_supervised_weighted_F1_64log_gc_tetra 4728 71 1.000000 0.084507 0.155844 0.457996 0.957228 6 0 59 0 0.305102 + model_ET_supervised_weighted_PR_AUC_64log_gc_tetra 4728 71 1.000000 0.084507 0.155844 0.457311 0.954370 6 0 59 0 0.617210 +model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra 4728 71 0.727273 0.112676 0.195122 0.453754 0.925830 7 0 56 3 0.023983 + model_ET_supervised_normal_F1_64log_gc_tetra 4728 71 1.000000 0.070423 0.131579 0.445599 0.955400 7 0 59 0 1.064007 + model_XGB_supervised_normal_FB_64log_gc_tetra 4728 71 0.800000 0.112676 0.197531 0.444397 0.927535 6 0 57 2 0.065516 + model_XGB_pu_normal_FB_64log_gc_tetra 4728 71 0.341463 0.591549 0.432990 0.442206 0.931038 4 12 25 69 0.061165 + model_RF_supervised_weighted_FB_64log_gc_tetra 4728 71 0.600000 0.042254 0.078947 0.437795 0.935564 7 1 61 1 0.151872 + model_XGB_supervised_normal_PR_AUC_64log_gc_tetra 4728 71 0.833333 0.211268 0.337079 0.436215 0.927769 6 2 50 1 0.111022 + model_ET_supervised_normal_PR_AUC_64log_gc_tetra 4728 71 1.000000 0.028169 0.054795 0.435641 0.952566 8 0 61 0 0.751278 + model_RF_supervised_normal_FB_64log_gc_tetra 4728 71 0.750000 0.042254 0.080000 0.428839 0.938834 7 0 61 1 0.222685 + model_ET_pu_weighted_PR_AUC_64log_gc_tetra 4728 71 0.521739 0.338028 0.410256 0.425956 0.948701 5 5 42 17 2.061713 +================================================================================ +[DONE] +[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$  (models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ ls +[?2004l 80_20_split_fixed.py FEATURES_ALL.ndjson Supp1.csv genomes-all_metadata_with_genetic_code_id_noNA.tsv models_logs.txt predictions results_models weights_snapshot_test.tsv +Archea_codetta_genomes Mass_models.py Supp2.xlsx metrics_summary.csv predict_dir.py predictions_truth split_dataset weights_snapshot_train.tsv +[?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ cd predictions +[?2004l [?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final/predictions$ ls +[?2004l [?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final/predictions$ cd ../ +[?2004l [?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ rm -r predictions +[?2004l [?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final$ cd predictions_truth/ +[?2004l [?2004h(models) MakarDoro@metagenomes:/TomaszLab/tRNA/Modele_final/predictions_truth$ ls +[?2004l all_models_predictions_long.csv model_ET_supervised_weighted_F1_64log_gc_tetra__pred.csv model_RF_supervised_normal_FB_64log_gc_tetra__pred.csv model_XGB_pu_weighted_PR_AUC_64log_gc_tetra__pred.csv +model_ET_pu_normal_F1_64log_gc_tetra__pred.csv model_ET_supervised_weighted_FB_64log_gc_tetra__pred.csv model_RF_supervised_normal_PR_AUC_64log_gc_tetra__pred.csv model_XGB_supervised_normal_F1_64log_gc_tetra__pred.csv +model_ET_pu_normal_FB_64log_gc_tetra__pred.csv model_ET_supervised_weighted_PR_AUC_64log_gc_tetra__pred.csv model_RF_supervised_weighted_F1_64log_gc_tetra__pred.csv model_XGB_supervised_normal_FB_64log_gc_tetra__pred.csv +model_ET_pu_normal_PR_AUC_64log_gc_tetra__pred.csv model_RF_pu_normal_F1_64log_gc_tetra__pred.csv model_RF_supervised_weighted_FB_64log_gc_tetra__pred.csv model_XGB_supervised_normal_PR_AUC_64log_gc_tetra__pred.csv +model_ET_pu_weighted_F1_64log_gc_tetra__pred.csv model_RF_pu_normal_FB_64log_gc_tetra__pred.csv model_RF_supervised_weighted_PR_AUC_64log_gc_tetra__pred.csv model_XGB_supervised_weighted_F1_64log_gc_tetra__pred.csv +model_ET_pu_weighted_FB_64log_gc_tetra__pred.csv model_RF_pu_normal_PR_AUC_64log_gc_tetra__pred.csv model_XGB_pu_normal_F1_64log_gc_tetra__pred.csv model_XGB_supervised_weighted_FB_64log_gc_tetra__pred.csv +model_ET_pu_weighted_PR_AUC_64log_gc_tetra__pred.csv model_RF_pu_weighted_F1_64log_gc_tetra__pred.csv model_XGB_pu_normal_FB_64log_gc_tetra__pred.csv model_XGB_supervised_weighted_PR_AUC_64log_gc_tetra__pred.csv +model_ET_supervised_normal_F1_64log_gc_tetra__pred.csv 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