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tianlh
LightGBM-DCU
Commits
af36aaab
Commit
af36aaab
authored
Sep 03, 2017
by
Laurae
Committed by
Guolin Ke
Sep 03, 2017
Browse files
Add without resampling for bagging (#884)
parent
83be8e97
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docs/Parameters.md
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docs/Parameters.md
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af36aaab
...
@@ -92,7 +92,7 @@ The parameter format is `key1=value1 key2=value2 ... ` . And parameters can be s
...
@@ -92,7 +92,7 @@ The parameter format is `key1=value1 key2=value2 ... ` . And parameters can be s
*
`feature_fraction_seed`
, default=
`2`
, type=int
*
`feature_fraction_seed`
, default=
`2`
, type=int
*
Random seed for feature fraction.
*
Random seed for feature fraction.
*
`bagging_fraction`
, default=
`1.0`
, type=double, ,
`0.0 < bagging_fraction < 1.0`
, alias=
`sub_row`
*
`bagging_fraction`
, default=
`1.0`
, type=double, ,
`0.0 < bagging_fraction < 1.0`
, alias=
`sub_row`
*
Like
`feature_fraction`
, but this will random select part of data
*
Like
`feature_fraction`
, but this will random select part of data
without resampling
*
Can use this to speed up training
*
Can use this to speed up training
*
Can use this to deal with over-fit
*
Can use this to deal with over-fit
*
Note: To enable bagging, should set
`bagging_freq`
to a non zero value as well
*
Note: To enable bagging, should set
`bagging_freq`
to a non zero value as well
...
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