python
/
nyaggle
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

change default parameter of TargetEncoder #101

bugfix/fix-ci-errors
Taiga Noumi 2023-07-11 00:14:15 +09:00
parent 87395eaa34
commit fe0c6d1687
1 changed files with 1 additions and 1 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

2
nyaggle/feature/category_encoder/target_encoder.py
View File

@ -174,7 +174,7 @@ class TargetEncoder(KFoldEncoderWrapper):
groups: Optional[pd.Series] = None,
cols: List[str] = None,
drop_invariant: bool = False, handle_missing: str = 'value', handle_unknown: str = 'value',
min_samples_leaf: int = 1, smoothing: float = 1.0, return_same_type: bool = True):
min_samples_leaf: int = 20, smoothing: float = 10.0, return_same_type: bool = True):
e = ce.TargetEncoder(cols=cols, drop_invariant=drop_invariant, return_df=True,
handle_missing=handle_missing,
handle_unknown=handle_unknown,