8000 SVC with ADABoosting · Issue #16642 · scikit-learn/scikit-learn · GitHub
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SVC with ADABoosting #16642
@QuantumChamploo

Description

@QuantumChamploo

I am trying to use SVC with ADAboosting. WIth SVC, but not other base estimators, the initial estimator does not seemed to be trained.

Comparing the initial estimator of the ensemble to a single estimator with the same hyper-parameters

create an ADA ensemble

Screen Shot 2020-03-04 at 9 15 10 PM

Create a single SVC

Screen Shot 2020-03-04 at 9 15 20 PM

Compare the accuracies

Screen Shot 2020-03-04 at 9 15 49 PM

I have tried different hyper-parameters and had the same issue. This issue does happen for RandomForests and DecisionTree Classifiers

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