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results_hivecotev2_city_2nd_rnd.txt
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nohup: ignoring input
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/torch/cuda/__init__.py:141: UserWarning: CUDA initialization: The NVIDIA driver on your system is too old (found version 11020). Please update your GPU driver by downloading and installing a new version from the URL: http://www.nvidia.com/Download/index.aspx Alternatively, go to: https://pytorch.org to install a PyTorch version that has been compiled with your version of the CUDA driver. (Triggered internally at ../c10/cuda/CUDAFunctions.cpp:108.)
return torch._C._cuda_getDeviceCount() > 0
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1344: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.
_warn_prf(average, modifier, msg_start, len(result))
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1344: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.
_warn_prf(average, modifier, msg_start, len(result))
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1344: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.
_warn_prf(average, modifier, msg_start, len(result))
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1344: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.
_warn_prf(average, modifier, msg_start, len(result))
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1344: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.
_warn_prf(average, modifier, msg_start, len(result))
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sklearn/metrics/_classification.py:1344: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.
_warn_prf(average, modifier, msg_start, len(result))
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
GPU is not available
Start time: 2024-29-11_06-59-06
timeseries_0_0_f1-5 (871, 24) (871,) (218, 24) (218,)
Loaded: timeseries_0_0_f1-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_0_f1-5 {'accuracy_score': 0.7477064220183486, 'f1_score': 0.7226078567601956, 'precision_score': 0.7307383136740936, 'recall_score': 0.7477064220183486}
timeseries_0_0_f2-5 (871, 24) (871,) (218, 24) (218,)
Loaded: timeseries_0_0_f2-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_0_f2-5 {'accuracy_score': 0.7568807339449541, 'f1_score': 0.740956749672346, 'precision_score': 0.7352425861600175, 'recall_score': 0.7568807339449541}
timeseries_0_0_f3-5 (871, 24) (871,) (218, 24) (218,)
Loaded: timeseries_0_0_f3-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_0_f3-5 {'accuracy_score': 0.7568807339449541, 'f1_score': 0.7388049520821254, 'precision_score': 0.7454104598600012, 'recall_score': 0.7568807339449541}
timeseries_0_0_f4-5 (871, 24) (871,) (218, 24) (218,)
Loaded: timeseries_0_0_f4-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_0_f4-5 {'accuracy_score': 0.7339449541284404, 'f1_score': 0.7123096340431488, 'precision_score': 0.7028534234839339, 'recall_score': 0.7339449541284404}
timeseries_0_0_f5-5 (872, 24) (872,) (217, 24) (217,)
Loaded: timeseries_0_0_f5-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_0_f5-5 {'accuracy_score': 0.7557603686635944, 'f1_score': 0.745549419264197, 'precision_score': 0.7382557197244912, 'recall_score': 0.7557603686635944}
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_0
accuracy_score mean=0.7502346 std=0.0088388 t_interval=(0.7256942425325328, 0.7747750425475839)
f1_score mean=0.7320457 std=0.0125382 t_interval=(0.6972341511107161, 0.7668572936180891)
precision_score mean=0.7305001 std=0.0146243 t_interval=(0.6898964516698757, 0.7711037494911391)
recall_score mean=0.7502346 std=0.0088388 t_interval=(0.7256942425325328, 0.7747750425475839)
timeseries_0_1_f1-5 (1059, 24) (1059,) (265, 24) (265,)
Loaded: timeseries_0_1_f1-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_1_f1-5 {'accuracy_score': 0.6452830188679245, 'f1_score': 0.6279824485540356, 'precision_score': 0.6403546972475728, 'recall_score': 0.6452830188679245}
timeseries_0_1_f2-5 (1059, 24) (1059,) (265, 24) (265,)
Loaded: timeseries_0_1_f2-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_1_f2-5 {'accuracy_score': 0.6415094339622641, 'f1_score': 0.6260914764756467, 'precision_score': 0.6266492302069533, 'recall_score': 0.6415094339622641}
timeseries_0_1_f3-5 (1059, 24) (1059,) (265, 24) (265,)
Loaded: timeseries_0_1_f3-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_1_f3-5 {'accuracy_score': 0.7132075471698113, 'f1_score': 0.7041834418490462, 'precision_score': 0.7208656605577546, 'recall_score': 0.7132075471698113}
timeseries_0_1_f4-5 (1059, 24) (1059,) (265, 24) (265,)
Loaded: timeseries_0_1_f4-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_1_f4-5 {'accuracy_score': 0.6943396226415094, 'f1_score': 0.6823521803646335, 'precision_score': 0.6909554933531679, 'recall_score': 0.6943396226415094}
timeseries_0_1_f5-5 (1060, 24) (1060,) (264, 24) (264,)
Loaded: timeseries_0_1_f5-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_1_f5-5 {'accuracy_score': 0.678030303030303, 'f1_score': 0.6716526109307697, 'precision_score': 0.6735552455501305, 'recall_score': 0.678030303030303}
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_1
accuracy_score mean=0.6744740 std=0.0277357 t_interval=(0.5974672500245682, 0.7514807202441566)
f1_score mean=0.6624524 std=0.0307650 t_interval=(0.5770351595149106, 0.7478697037547422)
precision_score mean=0.6704761 std=0.0340473 t_interval=(0.5759456488806518, 0.7650064818855797)
recall_score mean=0.6744740 std=0.0277357 t_interval=(0.5974672500245682, 0.7514807202441566)
timeseries_0_2_f1-5 (1658, 24) (1658,) (415, 24) (415,)
Loaded: timeseries_0_2_f1-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_2_f1-5 {'accuracy_score': 0.6602409638554216, 'f1_score': 0.6498300523587038, 'precision_score': 0.6593027243377568, 'recall_score': 0.6602409638554216}
timeseries_0_2_f2-5 (1658, 24) (1658,) (415, 24) (415,)
Loaded: timeseries_0_2_f2-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_2_f2-5 {'accuracy_score': 0.7204819277108434, 'f1_score': 0.7150611636423454, 'precision_score': 0.7164990901379401, 'recall_score': 0.7204819277108434}
timeseries_0_2_f3-5 (1658, 24) (1658,) (415, 24) (415,)
Loaded: timeseries_0_2_f3-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_2_f3-5 {'accuracy_score': 0.7518072289156627, 'f1_score': 0.7467446457807085, 'precision_score': 0.7493570796912354, 'recall_score': 0.7518072289156627}
timeseries_0_2_f4-5 (1659, 24) (1659,) (414, 24) (414,)
Loaded: timeseries_0_2_f4-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_2_f4-5 {'accuracy_score': 0.7463768115942029, 'f1_score': 0.740809430221398, 'precision_score': 0.742342871299393, 'recall_score': 0.7463768115942029}
timeseries_0_2_f5-5 (1659, 24) (1659,) (414, 24) (414,)
Loaded: timeseries_0_2_f5-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_2_f5-5 {'accuracy_score': 0.6618357487922706, 'f1_score': 0.653522969959684, 'precision_score': 0.6532008843593277, 'recall_score': 0.6618357487922706}
<function run_hivecotev2 at 0x7f8d7a5b2f70>_0_2
accuracy_score mean=0.7081485 std=0.0398989 t_interval=(0.5973714744419831, 0.8189255979053776)
f1_score mean=0.7011937 std=0.0418266 t_interval=(0.5850643819114871, 0.8173229228736487)
precision_score mean=0.7041405 std=0.0406496 t_interval=(0.5912790399931709, 0.8170020199370902)
recall_score mean=0.7081485 std=0.0398989 t_interval=(0.5973714744419831, 0.8189255979053776)
timeseries_1_0_f1-5 (2137, 24) (2137,) (535, 24) (535,)
Loaded: timeseries_1_0_f1-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_0_f1-5 {'accuracy_score': 0.6915887850467289, 'f1_score': 0.6856692595979132, 'precision_score': 0.6865646162563215, 'recall_score': 0.6915887850467289}
timeseries_1_0_f2-5 (2137, 24) (2137,) (535, 24) (535,)
Loaded: timeseries_1_0_f2-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_0_f2-5 {'accuracy_score': 0.6542056074766355, 'f1_score': 0.6495212692263235, 'precision_score': 0.6538249799542641, 'recall_score': 0.6542056074766355}
timeseries_1_0_f3-5 (2138, 24) (2138,) (534, 24) (534,)
Loaded: timeseries_1_0_f3-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_0_f3-5 {'accuracy_score': 0.6629213483146067, 'f1_score': 0.6611491487729234, 'precision_score': 0.6641339378220191, 'recall_score': 0.6629213483146067}
timeseries_1_0_f4-5 (2138, 24) (2138,) (534, 24) (534,)
Loaded: timeseries_1_0_f4-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_0_f4-5 {'accuracy_score': 0.6685393258426966, 'f1_score': 0.6625525739389166, 'precision_score': 0.664392363057828, 'recall_score': 0.6685393258426966}
timeseries_1_0_f5-5 (2138, 24) (2138,) (534, 24) (534,)
Loaded: timeseries_1_0_f5-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_0_f5-5 {'accuracy_score': 0.6797752808988764, 'f1_score': 0.6755614053230202, 'precision_score': 0.6816634956011629, 'recall_score': 0.6797752808988764}
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_0
accuracy_score mean=0.6714061 std=0.0130648 t_interval=(0.6351322564977204, 0.7076798825340973)
f1_score mean=0.6668907 std=0.0125004 t_interval=(0.6321841168552516, 0.7015973458883871)
precision_score mean=0.6701159 std=0.0121478 t_interval=(0.6363882054530051, 0.7038435516236331)
recall_score mean=0.6714061 std=0.0130648 t_interval=(0.6351322564977204, 0.7076798825340973)
timeseries_1_2_f1-5 (2580, 24) (2580,) (646, 24) (646,)
Loaded: timeseries_1_2_f1-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_2_f1-5 {'accuracy_score': 0.6207430340557275, 'f1_score': 0.6162814587001386, 'precision_score': 0.6228199897588951, 'recall_score': 0.6207430340557275}
timeseries_1_2_f2-5 (2581, 24) (2581,) (645, 24) (645,)
Loaded: timeseries_1_2_f2-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_2_f2-5 {'accuracy_score': 0.6821705426356589, 'f1_score': 0.6780821319911069, 'precision_score': 0.6795596777478876, 'recall_score': 0.6821705426356589}
timeseries_1_2_f3-5 (2581, 24) (2581,) (645, 24) (645,)/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
/home/carolina/Documents/Mestrado/.venv/lib/python3.9/site-packages/sktime/transformations/panel/catch22.py:350: FutureWarning: In Catch22._transform_single_feature, the argument case_id is deprecated and will be removed in the future.
warn(
Loaded: timeseries_1_2_f3-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_2_f3-5 {'accuracy_score': 0.6589147286821705, 'f1_score': 0.6506438345082414, 'precision_score': 0.6597580499225163, 'recall_score': 0.6589147286821705}
timeseries_1_2_f4-5 (2581, 24) (2581,) (645, 24) (645,)
Loaded: timeseries_1_2_f4-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_2_f4-5 {'accuracy_score': 0.6310077519379845, 'f1_score': 0.625582594329964, 'precision_score': 0.6343201553766906, 'recall_score': 0.6310077519379845}
timeseries_1_2_f5-5 (2581, 24) (2581,) (645, 24) (645,)
Loaded: timeseries_1_2_f5-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_2_f5-5 {'accuracy_score': 0.6325581395348837, 'f1_score': 0.6267904056076814, 'precision_score': 0.6456652871577209, 'recall_score': 0.6325581395348837}
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_2
accuracy_score mean=0.6450788 std=0.0224242 t_interval=(0.5828193112061291, 0.707338367532441)
f1_score mean=0.6394761 std=0.0223924 t_interval=(0.5773048920519382, 0.7016472780029145)
precision_score mean=0.6484246 std=0.0197989 t_interval=(0.5934540284259171, 0.703395235559567)
recall_score mean=0.6450788 std=0.0224242 t_interval=(0.5828193112061291, 0.707338367532441)
timeseries_1_4_f1-5 (1856, 24) (1856,) (464, 24) (464,)
Loaded: timeseries_1_4_f1-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_4_f1-5 {'accuracy_score': 0.6788793103448276, 'f1_score': 0.6740035553459457, 'precision_score': 0.6719591450346755, 'recall_score': 0.6788793103448276}
timeseries_1_4_f2-5 (1856, 24) (1856,) (464, 24) (464,)
Loaded: timeseries_1_4_f2-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_4_f2-5 {'accuracy_score': 0.6508620689655172, 'f1_score': 0.6236888309984148, 'precision_score': 0.6515944313027362, 'recall_score': 0.6508620689655172}
timeseries_1_4_f3-5 (1856, 24) (1856,) (464, 24) (464,)
Loaded: timeseries_1_4_f3-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_4_f3-5 {'accuracy_score': 0.6724137931034483, 'f1_score': 0.6616981390805176, 'precision_score': 0.6747261959944704, 'recall_score': 0.6724137931034483}
timeseries_1_4_f4-5 (1856, 24) (1856,) (464, 24) (464,)
Loaded: timeseries_1_4_f4-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_4_f4-5 {'accuracy_score': 0.6831896551724138, 'f1_score': 0.6751336980118718, 'precision_score': 0.6884082012281486, 'recall_score': 0.6831896551724138}
timeseries_1_4_f5-5 (1856, 24) (1856,) (464, 24) (464,)
Loaded: timeseries_1_4_f5-5
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_4_f5-5 {'accuracy_score': 0.6379310344827587, 'f1_score': 0.6280756423184207, 'precision_score': 0.6388192491966337, 'recall_score': 0.6379310344827587}
<function run_hivecotev2 at 0x7f8d7a5b2f70>_1_4
accuracy_score mean=0.6646552 std=0.0173809 t_interval=(0.6163980549235999, 0.7129122899039861)
f1_score mean=0.6525200 std=0.0222976 t_interval=(0.5906118008901803, 0.7144281454118878)
precision_score mean=0.6651014 std=0.0176412 t_interval=(0.6161215847205859, 0.7140813043820797)
recall_score mean=0.6646552 std=0.0173809 t_interval=(0.6163980549235999, 0.7129122899039861)
Classifier mean accuracy_score=0.6856662
Classifier mean f1_score=0.6757631
Classifier mean precision_score=0.6814598
Classifier mean recall_score=0.6856662
End time: 2024-30-11_02-01-25
Running time: 19:02:19.623746
Done!
19713.65user 797.39system 19:02:25elapsed 29%CPU (0avgtext+0avgdata 620584maxresident)k
507408inputs+760outputs (28361major+368258minor)pagefaults 0swaps