Hello, We trained SVM models in scikit-learn 0.17 and saved it as pickle files. When loading the models back in a lower version of scikit-learn 0.15, the outputs are entirely different. Basically for binary classification problem, for the same test data, it swapped the probabilities and gave an opposite prediction. In 0.17 the probability is [0.02668825, 0.97331175] and the prediction is 1. In 0.15 the probability is [0.97331175, 0.02668825] and the prediction is 0.
I wonder is anyone seeing the same issue, or it has been notified. I could provide more details for error replication if required. Best, Shi
_______________________________________________ scikit-learn mailing list scikit-learn@python.org https://mail.python.org/mailman/listinfo/scikit-learn
