diff --git a/doc/parameter.md b/doc/parameter.md index 77d42678e..ea4ec9c25 100644 --- a/doc/parameter.md +++ b/doc/parameter.md @@ -71,7 +71,7 @@ Parameters for Tree Booster - Usually user does not have to tune this. but consider setting to a lower number for more accurate enumeration. - range: (0, 1) -* scale_pos_weight, [default=0] +* scale_pos_weight, [default=1] - Control the balance of positive and negative weights, useful for unbalanced classes. A typical value to consider: sum(negative cases) / sum(positive cases) See [Parameters Tuning](how_to/param_tuning.md) for more discussion. Also see Higgs Kaggle competition demo for examples: [R](../demo/kaggle-higgs/higgs-train.R ), [py1](../demo/kaggle-higgs/higgs-numpy.py ), [py2](../demo/kaggle-higgs/higgs-cv.py ), [py3](../demo/guide-python/cross_validation.py) Additional parameters for Dart Booster