38baef676614f45a5bafc8314213e7f2748f10d4,src/skmultiflow/meta/online_boosting.py,OnlineBoosting,partial_fit,#OnlineBoosting#Any#Any#Any#Any#,106

Before Change


                        error_estimation = self.adwin_ensemble[i].estimation
                        for j in range(r):
                            if pred[j] is not None:
                                if pred[j] == y[j]:
                                    self.adwin_ensemble[i].add_element(1)
                                else:
                                    self.adwin_ensemble[i].add_element(0)
                        if self.adwin_ensemble[i].detected_change():
                            if self.adwin_ensemble[i].estimation > error_estimation:
                                change_detected = True
                    except ValueError:

After Change


                        error_estimation = self.adwin_ensemble[i].estimation
                        for k in range(r):
                            if pred[k] is not None:
                                self.adwin_ensemble[i].add_element(int(pred[k] == y[k]))
                        if self.adwin_ensemble[i].detected_change():
                            if self.adwin_ensemble[i].estimation > error_estimation:
                                change_detected = True
                    except ValueError:
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 6

Non-data size: 11

Instances


Project Name: scikit-multiflow/scikit-multiflow
Commit Name: 38baef676614f45a5bafc8314213e7f2748f10d4
Time: 2019-05-08
Author: jacob.montiel@gmail.com
File Name: src/skmultiflow/meta/online_boosting.py
Class Name: OnlineBoosting
Method Name: partial_fit


Project Name: scikit-multiflow/scikit-multiflow
Commit Name: 7c1fc4ac3e16970d4ce0ae6ab4294932c8773d11
Time: 2019-05-08
Author: jacob.montiel@gmail.com
File Name: src/skmultiflow/meta/online_under_over_bagging.py
Class Name: OnlineUnderOverBagging
Method Name: partial_fit


Project Name: scikit-multiflow/scikit-multiflow
Commit Name: 38baef676614f45a5bafc8314213e7f2748f10d4
Time: 2019-05-08
Author: jacob.montiel@gmail.com
File Name: src/skmultiflow/meta/online_boosting.py
Class Name: OnlineBoosting
Method Name: partial_fit


Project Name: scikit-multiflow/scikit-multiflow
Commit Name: 07344fd5427746c410120577b46fef7d48ca1947
Time: 2019-05-08
Author: jacob.montiel@gmail.com
File Name: src/skmultiflow/meta/online_rus_boost.py
Class Name: OnlineRUSBoost
Method Name: partial_fit


Project Name: scikit-multiflow/scikit-multiflow
Commit Name: 2cf2308e469d6ebcdc268abb62d29267f196535f
Time: 2019-05-08
Author: jacob.montiel@gmail.com
File Name: src/skmultiflow/meta/online_csb2.py
Class Name: OnlineCSB2
Method Name: partial_fit


Project Name: scikit-multiflow/scikit-multiflow
Commit Name: 755c001913f07313228e685f8ddddee1288c3a3a
Time: 2019-05-08
Author: jacob.montiel@gmail.com
File Name: src/skmultiflow/meta/online_smote_bagging.py
Class Name: OnlineSMOTEBagging
Method Name: partial_fit


Project Name: scikit-multiflow/scikit-multiflow
Commit Name: 02b88b18ea0a7d801ab6974434697b391348a40c
Time: 2019-05-08
Author: jacob.montiel@gmail.com
File Name: src/skmultiflow/meta/online_adac2.py
Class Name: OnlineAdaC2
Method Name: partial_fit