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tianlh
LightGBM-DCU
Commits
01a408e7
Commit
01a408e7
authored
Aug 04, 2017
by
wxchan
Committed by
Guolin Ke
Aug 18, 2017
Browse files
add docs for if-else (#785)
parent
42d00f56
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docs/Parameters.md
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docs/Parameters.md
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01a408e7
...
@@ -9,7 +9,7 @@ This is a page contains all parameters in LightGBM.
...
@@ -9,7 +9,7 @@ This is a page contains all parameters in LightGBM.
***External Links**
*
***External Links**
*
*
[
Laurae++ Interactive Documentation
](
https://sites.google.com/view/lauraepp/parameters
)
*
[
Laurae++ Interactive Documentation
](
https://sites.google.com/view/lauraepp/parameters
)
***Update of 0
4/13
/2017**
*
***Update of 0
8/04
/2017**
*
Default values for the following parameters have changed:
Default values for the following parameters have changed:
...
@@ -29,6 +29,7 @@ The parameter format is `key1=value1 key2=value2 ... ` . And parameters can be s
...
@@ -29,6 +29,7 @@ The parameter format is `key1=value1 key2=value2 ... ` . And parameters can be s
*
`task`
, default=
`train`
, type=enum, options=
`train`
,
`prediction`
*
`task`
, default=
`train`
, type=enum, options=
`train`
,
`prediction`
*
`train`
for training
*
`train`
for training
*
`prediction`
for prediction.
*
`prediction`
for prediction.
*
`convert_model`
for converting model file into if-else format, see more information in
[
Convert model parameters
](
Parameters.md#convert-model-parameters
)
*
`application`
, default=
`regression`
, type=enum, options=
`regression`
,
`regression_l1`
,
`huber`
,
`fair`
,
`poisson`
,
`binary`
,
`lambdarank`
,
`multiclass`
, alias=
`objective`
,
`app`
*
`application`
, default=
`regression`
, type=enum, options=
`regression`
,
`regression_l1`
,
`huber`
,
`fair`
,
`poisson`
,
`binary`
,
`lambdarank`
,
`multiclass`
, alias=
`objective`
,
`app`
*
`regression`
, regression application
*
`regression`
, regression application
*
`regression_l2`
, L2 loss, alias=
`mean_squared_error`
,
`mse`
*
`regression_l2`
, L2 loss, alias=
`mean_squared_error`
,
`mse`
...
@@ -285,6 +286,17 @@ Following parameters are used for parallel learning, and only used for base(sock
...
@@ -285,6 +286,17 @@ Following parameters are used for parallel learning, and only used for base(sock
*
`gpu_use_dp`
, default=
`false`
, type=bool
*
`gpu_use_dp`
, default=
`false`
, type=bool
*
Set to true to use double precision math on GPU (default using single precision).
*
Set to true to use double precision math on GPU (default using single precision).
## Convert model parameters
This feature is only supported in command line version yet.
*
`convert_model_language`
, default=
`""`
, type=string
*
only
`cpp`
is supported yet.
*
if
`convert_model_language`
is set when
`task`
is set to
`train`
, the model will also be converted.
*
`convert_model`
, default=
`"gbdt_prediction.cpp"`
, type=string
*
output file name of converted model.
## Others
## Others
### Continued training with input score
### Continued training with input score
...
...
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