2023-11-28 11:11:29.134200: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
Using TensorFlow backend
Namespace(data_input='imu-bvp', feature_method='minirocket', lbl_str='pss', model='ard', overwrite=0, subject=3, test_standing=1, train_len=5, win_shift=0.2, win_size=12)
Using pre-set data id: 0
imu-bvp_rr_Pilot03_id0_combi5.0-7.0-10.0-12.0-15.0
train
(36036, 11)
test
(287283, 10)
minirocket transforming...
---ARD---
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
adding new entry
subject config_id mdl_str ... r2 pearsonr_coeff pearsonr_pval
0 Pilot02 0 linreg ... -9.864563 0.038776 0.364940
1 Pilot02 0 linreg ... -11.875765 0.070097 0.101171
2 Pilot02 0 linreg ... -11.069278 0.047023 0.271822
3 Pilot02 0 linreg ... -25.345517 0.016892 0.693177
4 Pilot02 0 linreg ... -15.299470 0.118749 0.005380
.. ... ... ... ... ... ... ...
586 Pilot02 3 elastic ... -0.832011 0.014414 0.611245
587 Pilot02 3 elastic ... -0.777954 0.006047 0.831128
588 Pilot02 3 elastic ... -4.740700 0.001226 0.965517
589 Pilot02 3 elastic ... -0.478754 -0.043455 0.125258
590 Pilot03 0 ard ... -2.132250 -0.030804 0.335888
[591 rows x 18 columns]
imu-bvp_rr_Pilot03_id0_combi5.0-7.0-10.0-12.0-17.0
train
(35916, 11)
test
(287283, 10)
minirocket transforming...
---ARD---
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
adding new entry
subject config_id mdl_str ... r2 pearsonr_coeff pearsonr_pval
0 Pilot02 0 linreg ... -9.864563 0.038776 0.364940
1 Pilot02 0 linreg ... -11.875765 0.070097 0.101171
2 Pilot02 0 linreg ... -11.069278 0.047023 0.271822
3 Pilot02 0 linreg ... -25.345517 0.016892 0.693177
4 Pilot02 0 linreg ... -15.299470 0.118749 0.005380
.. ... ... ... ... ... ... ...
588 Pilot02 3 elastic ... -4.740700 0.001226 0.965517
589 Pilot02 3 elastic ... -0.478754 -0.043455 0.125258
590 Pilot03 0 ard ... -2.132250 -0.030804 0.335888
591 Pilot02 0 ard ... -4.077427 0.064294 0.023235
592 Pilot03 0 ard ... -3.425517 -0.064052 0.045220
[593 rows x 18 columns]
imu-bvp_rr_Pilot03_id0_combi5.0-7.0-10.0-12.0-20.0
train
(36036, 11)
test
(287283, 10)
minirocket transforming...
---ARD---
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
adding new entry
subject config_id mdl_str ... r2 pearsonr_coeff pearsonr_pval
0 Pilot02 0 linreg ... -9.864563 0.038776 3.649402e-01
1 Pilot02 0 linreg ... -11.875765 0.070097 1.011711e-01
2 Pilot02 0 linreg ... -11.069278 0.047023 2.718220e-01
3 Pilot02 0 linreg ... -25.345517 0.016892 6.931765e-01
4 Pilot02 0 linreg ... -15.299470 0.118749 5.380273e-03
.. ... ... ... ... ... ... ...
590 Pilot03 0 ard ... -2.132250 -0.030804 3.358884e-01
591 Pilot02 0 ard ... -4.077427 0.064294 2.323462e-02
592 Pilot03 0 ard ... -3.425517 -0.064052 4.521989e-02
593 Pilot02 0 ard ... -10.781425 0.157570 2.252345e-08
594 Pilot03 0 ard ... -2.288029 -0.161926 3.560296e-07
[595 rows x 18 columns]
imu-bvp_rr_Pilot03_id0_combi5.0-7.0-10.0-15.0-17.0
train
(36036, 11)
test
(287283, 10)
minirocket transforming...
---ARD---
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
adding new entry
subject config_id mdl_str ... r2 pearsonr_coeff pearsonr_pval
0 Pilot02 0 linreg ... -9.864563 0.038776 3.649402e-01
1 Pilot02 0 linreg ... -11.875765 0.070097 1.011711e-01
2 Pilot02 0 linreg ... -11.069278 0.047023 2.718220e-01
3 Pilot02 0 linreg ... -25.345517 0.016892 6.931765e-01
4 Pilot02 0 linreg ... -15.299470 0.118749 5.380273e-03
.. ... ... ... ... ... ... ...
591 Pilot02 0 ard ... -4.077427 0.064294 2.323462e-02
592 Pilot03 0 ard ... -3.425517 -0.064052 4.521989e-02
593 Pilot02 0 ard ... -10.781425 0.157570 2.252345e-08
594 Pilot03 0 ard ... -2.288029 -0.161926 3.560296e-07
595 Pilot03 0 ard ... -4.288878 -0.062862 4.937947e-02
[596 rows x 18 columns]
imu-bvp_rr_Pilot03_id0_combi5.0-7.0-10.0-15.0-20.0
train
(36156, 11)
test
(287283, 10)
minirocket transforming...
---ARD---
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
adding new entry
subject config_id mdl_str ... r2 pearsonr_coeff pearsonr_pval
0 Pilot02 0 linreg ... -9.864563 0.038776 3.649402e-01
1 Pilot02 0 linreg ... -11.875765 0.070097 1.011711e-01
2 Pilot02 0 linreg ... -11.069278 0.047023 2.718220e-01
3 Pilot02 0 linreg ... -25.345517 0.016892 6.931765e-01
4 Pilot02 0 linreg ... -15.299470 0.118749 5.380273e-03
.. ... ... ... ... ... ... ...
593 Pilot02 0 ard ... -10.781425 0.157570 2.252345e-08
594 Pilot03 0 ard ... -2.288029 -0.161926 3.560296e-07
595 Pilot03 0 ard ... -4.288878 -0.062862 4.937947e-02
596 Pilot02 0 ard ... -5.979400 0.116184 3.940064e-05
597 Pilot03 0 ard ... -3.718349 0.022220 4.876224e-01
[598 rows x 18 columns]
imu-bvp_rr_Pilot03_id0_combi5.0-7.0-10.0-17.0-20.0
train
(36036, 11)
test
(287283, 10)
minirocket transforming...
---ARD---
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
adding new entry
subject config_id mdl_str ... r2 pearsonr_coeff pearsonr_pval
0 Pilot02 0 linreg ... -9.864563 0.038776 0.364940
1 Pilot02 0 linreg ... -11.875765 0.070097 0.101171
2 Pilot02 0 linreg ... -11.069278 0.047023 0.271822
3 Pilot02 0 linreg ... -25.345517 0.016892 0.693177
4 Pilot02 0 linreg ... -15.299470 0.118749 0.005380
.. ... ... ... ... ... ... ...
595 Pilot03 0 ard ... -4.288878 -0.062862 0.049379
596 Pilot02 0 ard ... -5.979400 0.116184 0.000039
597 Pilot03 0 ard ... -3.718349 0.022220 0.487622
598 Pilot02 0 ard ... -9.467720 0.128383 0.000005
599 Pilot03 0 ard ... -2.929493 -0.081395 0.010883
[600 rows x 18 columns]
imu-bvp_rr_Pilot03_id0_combi5.0-7.0-12.0-15.0-17.0
train
(36036, 11)
test
(287283, 10)
minirocket transforming...
---ARD---
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
adding new entry
subject config_id mdl_str ... r2 pearsonr_coeff pearsonr_pval
0 Pilot02 0 linreg ... -9.864563 0.038776 0.364940
1 Pilot02 0 linreg ... -11.875765 0.070097 0.101171
2 Pilot02 0 linreg ... -11.069278 0.047023 0.271822
3 Pilot02 0 linreg ... -25.345517 0.016892 0.693177
4 Pilot02 0 linreg ... -15.299470 0.118749 0.005380
.. ... ... ... ... ... ... ...
597 Pilot03 0 ard ... -3.718349 0.022220 0.487622
598 Pilot02 0 ard ... -9.467720 0.128383 0.000005
599 Pilot03 0 ard ... -2.929493 -0.081395 0.010883
600 Pilot02 0 ard ... -2.573563 -0.029604 0.296408
601 Pilot03 0 ard ... -1.971946 -0.147921 0.000003
[602 rows x 18 columns]
imu-bvp_rr_Pilot03_id0_combi5.0-7.0-12.0-15.0-20.0
train
(36156, 11)
test
(287283, 10)
minirocket transforming...
---ARD---
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
adding new entry
subject config_id mdl_str ... r2 pearsonr_coeff pearsonr_pval
0 Pilot02 0 linreg ... -9.864563 0.038776 0.364940
1 Pilot02 0 linreg ... -11.875765 0.070097 0.101171
2 Pilot02 0 linreg ... -11.069278 0.047023 0.271822
3 Pilot02 0 linreg ... -25.345517 0.016892 0.693177
4 Pilot02 0 linreg ... -15.299470 0.118749 0.005380
.. ... ... ... ... ... ... ...
598 Pilot02 0 ard ... -9.467720 0.128383 0.000005
599 Pilot03 0 ard ... -2.929493 -0.081395 0.010883
600 Pilot02 0 ard ... -2.573563 -0.029604 0.296408
601 Pilot03 0 ard ... -1.971946 -0.147921 0.000003
602 Pilot03 0 ard ... -3.705609 -0.005145 0.872339
[603 rows x 18 columns]
imu-bvp_rr_Pilot03_id0_combi5.0-7.0-12.0-17.0-20.0
train
(36036, 11)
test
(287283, 10)
minirocket transforming...
---ARD---
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
adding new entry
subject config_id mdl_str ... r2 pearsonr_coeff pearsonr_pval
0 Pilot02 0 linreg ... -9.864563 0.038776 0.364940
1 Pilot02 0 linreg ... -11.875765 0.070097 0.101171
2 Pilot02 0 linreg ... -11.069278 0.047023 0.271822
3 Pilot02 0 linreg ... -25.345517 0.016892 0.693177
4 Pilot02 0 linreg ... -15.299470 0.118749 0.005380
.. ... ... ... ... ... ... ...
600 Pilot02 0 ard ... -2.573563 -0.029604 0.296408
601 Pilot03 0 ard ... -1.971946 -0.147921 0.000003
602 Pilot03 0 ard ... -3.705609 -0.005145 0.872339
603 Pilot02 0 ard ... -3.621093 0.101044 0.000354
604 Pilot03 0 ard ... -2.325423 -0.022527 0.481634
[605 rows x 18 columns]
imu-bvp_rr_Pilot03_id0_combi5.0-7.0-15.0-17.0-20.0
train
(36156, 11)
test
(287283, 10)
minirocket transforming...
---ARD---
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
adding new entry
subject config_id mdl_str ... r2 pearsonr_coeff pearsonr_pval
0 Pilot02 0 linreg ... -9.864563 0.038776 0.364940
1 Pilot02 0 linreg ... -11.875765 0.070097 0.101171
2 Pilot02 0 linreg ... -11.069278 0.047023 0.271822
3 Pilot02 0 linreg ... -25.345517 0.016892 0.693177
4 Pilot02 0 linreg ... -15.299470 0.118749 0.005380
.. ... ... ... ... ... ... ...
602 Pilot03 0 ard ... -3.705609 -0.005145 0.872339
603 Pilot02 0 ard ... -3.621093 0.101044 0.000354
604 Pilot03 0 ard ... -2.325423 -0.022527 0.481634
605 Pilot02 0 ard ... -6.231645 0.127397 0.000006
606 Pilot03 0 ard ... -2.660972 -0.000374 0.990671
[607 rows x 18 columns]
imu-bvp_rr_Pilot03_id0_combi5.0-10.0-12.0-15.0-17.0
train
(36036, 11)
test
(287283, 10)
minirocket transforming...
---ARD---
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)
/usr/local/lib/python3.8/dist-packages/sklearn/linear_model/_bayes.py:53: FutureWarning: 'n_iter' was renamed to 'max_iter' in version 1.3 and will be removed in 1.5
warnings.warn(
/usr/local/lib/python3.8/dist-packages/sklearn/utils/validation.py:1184: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
y = column_or_1d(y, warn=True)