Fix conversion of XGBoost model after being restored - Cont #520
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Based on #506.
After being restored, the loaded booster is not exactly the same in memory.
best_ntree_limit
is not saved duringsave_model
.This PR enables
num_class
andn_estimators
inference throughtree_info
instead ofbest_ntree_limit
.tree_info
is a required property for gbtree JSON schema https://xgboost.readthedocs.io/en/latest/tutorials/saving_model.html?highlight=tree_info#json-schema.