Get all candidate splits for catboosttregressor
ZexuanSun opened this issue · 2 comments
Problem: Hi, could you please tell me how to get access to all the candidate splits for the catboostregressor? I need them to do some calculations. I checked the source code, but I think I could not find them. In the Quantization section of your documentation, you said that we can set different methods to calculate the splits. I could not find which parameter to set, either. Thanks.
catboost version:
Operating System:
CPU:
GPU:
Hi @ZexuanSun!
The vector of splits for symmeric trees on cpu is created here
Regarding the second question:
calculation of quantization borders is controlled by feature_border_type parameter
https://catboost.ai/en/docs/references/training-parameters/quantization#feature_border_type
you may specify it for each feature independently with per_float_feature_quantization
https://catboost.ai/en/docs/references/training-parameters/quantization#per_float_feature_quantization
Should you have more questions, please reopen this issue, or create a new one ❤️