7bdc2a80f50d4a2183bcfafaa09dd13e84f7cd84,deepchem/models/tests/test_api.py,TestModelAPI,test_singletask_sklearn_rf_ECFP_regression_API,#TestModelAPI#,41
Before Change
def test_singletask_sklearn_rf_ECFP_regression_API(self):
Test of singletask RF ECFP regression API.
splittype = "scaffold"
featurizers = [CircularFingerprint(size=1024)]
model_params = {}
tasks = ["log-solubility"]
task_type = "regression"
task_types = {task: task_type for task in tasks}
After Change
def test_singletask_sklearn_rf_ECFP_regression_API(self):
Test of singletask RF ECFP regression API.
splittype = "scaffold"
featurizer = CircularFingerprint(size=1024)
model_params = {}
tasks = ["log-solubility"]
task_type = "regression"
task_types = {task: task_type for task in tasks}
In pattern: SUPERPATTERN
Frequency: 15
Non-data size: 5
Instances
Project Name: deepchem/deepchem
Commit Name: 7bdc2a80f50d4a2183bcfafaa09dd13e84f7cd84
Time: 2016-07-17
Author: rbharath@stanford.edu
File Name: deepchem/models/tests/test_api.py
Class Name: TestModelAPI
Method Name: test_singletask_sklearn_rf_ECFP_regression_API
Project Name: deepchem/deepchem
Commit Name: 7bdc2a80f50d4a2183bcfafaa09dd13e84f7cd84
Time: 2016-07-17
Author: rbharath@stanford.edu
File Name: deepchem/models/tests/test_multitask.py
Class Name: TestMultitaskData
Method Name: test_multitask_order
Project Name: deepchem/deepchem
Commit Name: 1b7140fe0963898e09c7b643964b3c3cc9f2645a
Time: 2016-07-17
Author: rbharath@stanford.edu
File Name: deepchem/datasets/tests/__init__.py
Class Name: TestDatasetAPI
Method Name: load_solubility_data
Project Name: deepchem/deepchem
Commit Name: c8518e6e236d68513cf23e130abe2b97ecd98a4a
Time: 2016-07-17
Author: rbharath@stanford.edu
File Name: deepchem/datasets/muv_datasets.py
Class Name:
Method Name: load_muv
Project Name: deepchem/deepchem
Commit Name: c8518e6e236d68513cf23e130abe2b97ecd98a4a
Time: 2016-07-17
Author: rbharath@stanford.edu
File Name: deepchem/datasets/nci_datasets.py
Class Name:
Method Name: load_nci
Project Name: deepchem/deepchem
Commit Name: 1b7140fe0963898e09c7b643964b3c3cc9f2645a
Time: 2016-07-17
Author: rbharath@stanford.edu
File Name: deepchem/datasets/tests/test_drop.py
Class Name: TestDrop
Method Name: test_drop
Project Name: deepchem/deepchem
Commit Name: 7bdc2a80f50d4a2183bcfafaa09dd13e84f7cd84
Time: 2016-07-17
Author: rbharath@stanford.edu
File Name: deepchem/models/tests/test_api.py
Class Name: TestModelAPI
Method Name: test_singletask_tf_mlp_ECFP_classification_API
Project Name: deepchem/deepchem
Commit Name: 7bdc2a80f50d4a2183bcfafaa09dd13e84f7cd84
Time: 2016-07-17
Author: rbharath@stanford.edu
File Name: deepchem/models/tests/test_api.py
Class Name: TestModelAPI
Method Name: test_singletask_sklearn_rf_ECFP_regression_sharded_API
Project Name: deepchem/deepchem
Commit Name: c8518e6e236d68513cf23e130abe2b97ecd98a4a
Time: 2016-07-17
Author: rbharath@stanford.edu
File Name: deepchem/datasets/tox21_datasets.py
Class Name:
Method Name: load_tox21
Project Name: deepchem/deepchem
Commit Name: c8518e6e236d68513cf23e130abe2b97ecd98a4a
Time: 2016-07-17
Author: rbharath@stanford.edu
File Name: deepchem/datasets/pcba_datasets.py
Class Name:
Method Name: load_pcba
Project Name: deepchem/deepchem
Commit Name: 1b7140fe0963898e09c7b643964b3c3cc9f2645a
Time: 2016-07-17
Author: rbharath@stanford.edu
File Name: deepchem/datasets/tests/test_load.py
Class Name: TestLoad
Method Name: test_move_load
Project Name: deepchem/deepchem
Commit Name: 7bdc2a80f50d4a2183bcfafaa09dd13e84f7cd84
Time: 2016-07-17
Author: rbharath@stanford.edu
File Name: deepchem/hyperparameters/tests/test_hyperparam_opt.py
Class Name: TestHyperparamOptAPI
Method Name: test_singletask_sklearn_rf_ECFP_regression_hyperparam_opt
Project Name: deepchem/deepchem
Commit Name: 1b7140fe0963898e09c7b643964b3c3cc9f2645a
Time: 2016-07-17
Author: rbharath@stanford.edu
File Name: deepchem/datasets/tests/__init__.py
Class Name: TestDatasetAPI
Method Name: load_multitask_data
Project Name: deepchem/deepchem
Commit Name: 7bdc2a80f50d4a2183bcfafaa09dd13e84f7cd84
Time: 2016-07-17
Author: rbharath@stanford.edu
File Name: deepchem/hyperparameters/tests/test_hyperparam_opt.py
Class Name: TestHyperparamOptAPI
Method Name: test_multitask_tf_mlp_ECFP_classification_hyperparam_opt
Project Name: deepchem/deepchem
Commit Name: 1b7140fe0963898e09c7b643964b3c3cc9f2645a
Time: 2016-07-17
Author: rbharath@stanford.edu
File Name: deepchem/datasets/tests/test_load.py
Class Name: TestLoad
Method Name: test_singletask_matches_multitask_load