For binary tree classification, the variable to predict should be encoded as 0 or 1. Although it's not technically necessary, I prefer to normalize all predictor values to the same range, typically ...

The weak trees are constructed sequentially where each tree ... The demo program saves the trained LightGBM in binary format using the Python pickle library. (In ordinary English, the word "pickle" ...