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grd_trd.o74884
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'iontransporters_membraneproteins_balanced_train_5_frozen_representations_ESM-2_15B.h5', 'iontransporters_membraneproteins_imbalanced_train_frozen_representations_ESM-2.h5', 'ionchannels_membraneproteins_balanced_train_8_finetuned_representations_ProtBERT_ionchannels_membraneproteins_balanced.h5', 'ionchannels_membraneproteins_balanced_train_8_frozen_representations_ProtBERT-BFD.h5', 'iontransporters_membraneproteins_balanced_train_10_frozen_representations_ProtBERT.h5', 'iontransporters_membraneproteins_balanced_train_6_finetuned_representations_ESM-1b_iontransporters_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_3_frozen_representations_ESM-2.h5', 'ionchannels_membraneproteins_balanced_train_9_frozen_representations_ProtBERT-BFD.h5', 'iontransporters_membraneproteins_balanced_train_1_frozen_representations_ProtBERT-BFD.h5', 'ionchannels_membraneproteins_balanced_train_7_finetuned_representations_ProtBERT-BFD_ionchannels_membraneproteins_balanced.h5', 'ionchannels_membraneproteins_balanced_train_1_finetuned_representations_ProtBERT-BFD_ionchannels_membraneproteins_balanced.h5', 'ionchannels_membraneproteins_balanced_train_3_frozen_representations_ESM-2.h5', 'ionchannels_iontransporters_train_finetuned_representations_ProtBERT-BFD_ionchannels_iontransporters_imbalanced.h5', 'ionchannels_membraneproteins_balanced_train_10_frozen_representations_ProtT5.h5', 'ionchannels_membraneproteins_imbalanced_train_frozen_representations_ESM-2_15B.h5', 'iontransporters_membraneproteins_balanced_train_2_frozen_representations_ESM-1b.h5', 'ionchannels_membraneproteins_balanced_train_6_frozen_representations_ProtBERT.h5', 'iontransporters_membraneproteins_balanced_train_3_finetuned_representations_ProtBERT-BFD_iontransporters_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_4_frozen_representations_ProtBERT.h5', 'iontransporters_membraneproteins_balanced_train_1_frozen_representations_ProtT5.h5', 'ionchannels_membraneproteins_balanced_train_5_finetuned_representations_ProtBERT-BFD_ionchannels_membraneproteins_balanced.h5', 'ionchannels_membraneproteins_imbalanced_train_frozen_representations_ProtBERT.h5', 'ionchannels_membraneproteins_balanced_train_8_finetuned_representations_ESM-1b_ionchannels_membraneproteins_balanced.h5', 'ionchannels_membraneproteins_balanced_train_6_finetuned_representations_ProtBERT_ionchannels_membraneproteins_balanced.h5', 'ionchannels_membraneproteins_balanced_train_4_frozen_representations_ESM-2.h5', 'iontransporters_membraneproteins_balanced_train_1_finetuned_representations_ESM-2_iontransporters_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_3_frozen_representations_ProtT5.h5', 'iontransporters_membraneproteins_balanced_train_9_frozen_representations_ProtBERT.h5', 'iontransporters_membraneproteins_imbalanced_train_frozen_representations_ESM-2_15B.h5', 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'iontransporters_membraneproteins_balanced_train_6_frozen_representations_ProtBERT.h5', 'iontransporters_membraneproteins_balanced_train_4_frozen_representations_ProtBERT-BFD.h5', 'ionchannels_membraneproteins_balanced_train_6_frozen_representations_ESM-1b.h5', 'iontransporters_membraneproteins_imbalanced_train_finetuned_representations_ESM-2_iontransporters_membraneproteins_imbalanced.h5', 'iontransporters_membraneproteins_balanced_train_9_finetuned_representations_ESM-2_iontransporters_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_2_finetuned_representations_ProtBERT_iontransporters_membraneproteins_balanced.h5', 'ionchannels_membraneproteins_balanced_train_10_finetuned_representations_ESM-2_ionchannels_membraneproteins_balanced.h5', 'ionchannels_membraneproteins_balanced_train_9_finetuned_representations_ProtBERT-BFD_ionchannels_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_3_frozen_representations_ESM-2_15B.h5', 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'ionchannels_membraneproteins_balanced_train_3_frozen_representations_ESM-2_15B.h5', 'ionchannels_membraneproteins_balanced_train_4_finetuned_representations_ProtBERT_ionchannels_membraneproteins_balanced.h5', 'ionchannels_membraneproteins_balanced_train_9_finetuned_representations_ESM-1b_ionchannels_membraneproteins_balanced.h5', 'ionchannels_membraneproteins_balanced_train_5_frozen_representations_ProtBERT.h5', 'ionchannels_membraneproteins_balanced_train_7_frozen_representations_ESM-2.h5', 'ionchannels_membraneproteins_balanced_train_10_frozen_representations_ESM-2_15B.h5', 'ionchannels_membraneproteins_balanced_train_10_frozen_representations_ESM-2.h5', 'iontransporters_membraneproteins_imbalanced_train_frozen_representations_ProtBERT-BFD.h5', 'ionchannels_membraneproteins_balanced_train_2_frozen_representations_ProtT5.h5', 'iontransporters_membraneproteins_balanced_train_4_frozen_representations_ESM-2_15B.h5', 'ionchannels_iontransporters_train_finetuned_representations_ESM-1b_ionchannels_iontransporters_imbalanced.h5', 'ionchannels_membraneproteins_balanced_train_6_finetuned_representations_ProtBERT-BFD_ionchannels_membraneproteins_balanced.h5', 'ionchannels_membraneproteins_balanced_train_9_frozen_representations_ProtT5.h5', 'ionchannels_membraneproteins_imbalanced_train_frozen_representations_ESM-2.h5', 'iontransporters_membraneproteins_balanced_train_10_finetuned_representations_ESM-1b_iontransporters_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_imbalanced_train_finetuned_representations_ESM-1b_iontransporters_membraneproteins_imbalanced.h5', 'ionchannels_membraneproteins_balanced_train_5_frozen_representations_ESM-1b.h5', 'ionchannels_membraneproteins_balanced_train_7_frozen_representations_ProtBERT-BFD.h5', 'iontransporters_membraneproteins_balanced_train_10_finetuned_representations_ESM-2_iontransporters_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_7_frozen_representations_ESM-1b.h5', 'iontransporters_membraneproteins_balanced_train_5_finetuned_representations_ProtBERT_iontransporters_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_7_finetuned_representations_ProtBERT_iontransporters_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_10_finetuned_representations_ProtBERT_iontransporters_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_8_frozen_representations_ESM-2.h5', 'ionchannels_membraneproteins_balanced_train_7_frozen_representations_ESM-2_15B.h5', 'iontransporters_membraneproteins_balanced_train_8_frozen_representations_ESM-2_15B.h5', 'ionchannels_membraneproteins_balanced_train_9_frozen_representations_ESM-1b.h5', 'iontransporters_membraneproteins_balanced_train_5_finetuned_representations_ProtBERT-BFD_iontransporters_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_8_frozen_representations_ProtT5.h5', 'ionchannels_membraneproteins_imbalanced_train_finetuned_representations_ProtBERT-BFD_ionchannels_membraneproteins_imbalanced.h5', 'iontransporters_membraneproteins_balanced_train_2_frozen_representations_ESM-2.h5', 'iontransporters_membraneproteins_balanced_train_8_finetuned_representations_ProtBERT-BFD_iontransporters_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_9_frozen_representations_ProtT5.h5', 'iontransporters_membraneproteins_balanced_train_1_finetuned_representations_ProtBERT_iontransporters_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_4_finetuned_representations_ESM-1b_iontransporters_membraneproteins_balanced.h5', 'ionchannels_membraneproteins_balanced_train_8_frozen_representations_ProtT5.h5', 'ionchannels_membraneproteins_balanced_train_2_frozen_representations_ProtBERT-BFD.h5', 'ionchannels_membraneproteins_balanced_train_6_frozen_representations_ESM-2_15B.h5', 'iontransporters_membraneproteins_balanced_train_8_finetuned_representations_ESM-2_iontransporters_membraneproteins_balanced.h5', 'ionchannels_membraneproteins_balanced_train_4_finetuned_representations_ProtBERT-BFD_ionchannels_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_10_frozen_representations_ESM-2.h5', 'iontransporters_membraneproteins_balanced_train_9_frozen_representations_ProtBERT-BFD.h5', 'iontransporters_membraneproteins_balanced_train_5_frozen_representations_ProtBERT-BFD.h5', 'iontransporters_membraneproteins_balanced_train_4_frozen_representations_ESM-1b.h5', 'iontransporters_membraneproteins_balanced_train_2_frozen_representations_ESM-2_15B.h5', 'ionchannels_membraneproteins_balanced_train_3_finetuned_representations_ProtBERT-BFD_ionchannels_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_9_finetuned_representations_ESM-1b_iontransporters_membraneproteins_balanced.h5', 'ionchannels_membraneproteins_balanced_train_2_frozen_representations_ESM-2_15B.h5', 'ionchannels_membraneproteins_balanced_train_1_finetuned_representations_ProtBERT_ionchannels_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_5_finetuned_representations_ESM-1b_iontransporters_membraneproteins_balanced.h5', 'ionchannels_membraneproteins_balanced_train_5_frozen_representations_ProtT5.h5', 'ionchannels_membraneproteins_balanced_train_8_finetuned_representations_ProtBERT-BFD_ionchannels_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_9_frozen_representations_ESM-1b.h5', 'ionchannels_membraneproteins_imbalanced_train_frozen_representations_ProtBERT-BFD.h5', 'iontransporters_membraneproteins_balanced_train_8_finetuned_representations_ESM-1b_iontransporters_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_2_finetuned_representations_ESM-2_iontransporters_membraneproteins_balanced.h5', 'iontransporters_membraneproteins_balanced_train_10_frozen_representations_ProtT5.h5', 'ionchannels_membraneproteins_balanced_train_7_frozen_representations_ProtT5.h5', 'ionchannels_membraneproteins_balanced_train_7_finetuned_representations_ESM-2_ionchannels_membraneproteins_balanced.h5', 'ionchannels_membraneproteins_balanced_train_10_frozen_representations_ProtBERT.h5', 'iontransporters_membraneproteins_balanced_train_10_frozen_representations_ESM-1b.h5']
--------------------------------------------------
--------------------------------------------------
Dataset name: ionchannels_membraneproteins
Dataset type: balanced
Dataset number: 10
Representation type: finetuned
Representer model: ESM-1b
Performing grid search for model: svm
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/model_selection/_validation.py:372: FitFailedWarning:
180 fits failed out of a total of 180.
The score on these train-test partitions for these parameters will be set to nan.
If these failures are not expected, you can try to debug them by setting error_score='raise'.
Below are more details about the failures:
--------------------------------------------------------------------------------
180 fits failed with the following error:
Traceback (most recent call last):
File "/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/model_selection/_validation.py", line 680, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/svm/_base.py", line 199, in fit
y = self._validate_targets(y)
File "/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/svm/_base.py", line 722, in _validate_targets
% len(cls)
ValueError: The number of classes has to be greater than one; got 1 class
warnings.warn(some_fits_failed_message, FitFailedWarning)
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/model_selection/_search.py:972: UserWarning: One or more of the test scores are non-finite: [nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan
nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan]
category=UserWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/model_selection/_search.py:972: UserWarning: One or more of the train scores are non-finite: [nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan
nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan]
category=UserWarning,
Performing grid search for model: rf
Performing grid search for model: knn
Performing grid search for model: lr
--------------------------------------------------
--------------------------------------------------
Dataset name: ionchannels_iontransporters
Dataset type: N/A
Dataset number: N/A
Representation type: finetuned
Representer model: ProtBERT
Performing grid search for model: svm
Performing grid search for model: rf
Performing grid search for model: knn
Performing grid search for model: lr
--------------------------------------------------
--------------------------------------------------
Dataset name: ionchannels_membraneproteins
Dataset type: balanced
Dataset number: 8
Representation type: frozen
Representer model: ProtBERT.h5
Performing grid search for model: svm
Performing grid search for model: rf
Performing grid search for model: knn
Performing grid search for model: lr
--------------------------------------------------
--------------------------------------------------
Dataset name: ionchannels_membraneproteins
Dataset type: balanced
Dataset number: 3
Representation type: finetuned
Representer model: ESM-1b
Performing grid search for model: svm
Performing grid search for model: rf
Performing grid search for model: knn
Performing grid search for model: lr
--------------------------------------------------
--------------------------------------------------
Dataset name: iontransporters_membraneproteins
Dataset type: balanced
Dataset number: 6
Representation type: frozen
Representer model: ESM-1b.h5
Performing grid search for model: svm
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/linear_model/_sag.py:354: ConvergenceWarning: The max_iter was reached which means the coef_ did not converge
ConvergenceWarning,
Traceback (most recent call last):
File "train_traditional_classifiers.py", line 178, in <module>
grid_search.fit(x_train, y_train)
File "/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/model_selection/_search.py", line 926, in fit
self.best_estimator_.fit(X, y, **fit_params)
File "/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/svm/_base.py", line 199, in fit
y = self._validate_targets(y)
File "/home/h_ghazik/python_path_gpu/lib/python3.7/site-packages/sklearn/svm/_base.py", line 722, in _validate_targets
% len(cls)
ValueError: The number of classes has to be greater than one; got 1 class