using "OneVsRestClassifier" from sklearn in Python to tune a customized binary classification into a multi-class classification
Hi you need to implement get_params method to export all your hyper-parameters or inherit your classifier from sklearn.base.BaseEstimator since under hood of OneVsRestClassifier, every classifier is being distributed. so your classifier is being cloned.