Biology

Parameter Tuning Notes

num_leaves

the main parameter to control the complexity of the tree model.

num_leaves < 2^(max_depth)

Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
.ipynb_checkpoints		.ipynb_checkpoints
__pycache__		__pycache__
catboost_info		catboost_info
data		data
module		module
result-temp		result-temp
test		test
2-18-lgb-tune2.m		2-18-lgb-tune2.m
BioModelIPython.ipynb		BioModelIPython.ipynb
DataPreprocessor.ipynb		DataPreprocessor.ipynb
README.md		README.md
ServerTesting.py		ServerTesting.py
aaa.txt		aaa.txt
conf.ini		conf.ini
explore.ipynb		explore.ipynb
g_lgb_tune2.gv		g_lgb_tune2.gv
logging.txt		logging.txt
pairs0.txt		pairs0.txt
pairs034.txt		pairs034.txt
pairs143.txt		pairs143.txt
pairs243.txt		pairs243.txt
results.txt		results.txt