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tianlh
LightGBM-DCU
Commits
5256cda6
Commit
5256cda6
authored
Feb 07, 2019
by
Laurae
Committed by
Guolin Ke
Feb 07, 2019
Browse files
Fix #1988 missing file issue (#2000)
parent
462612b4
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R-package/demo/categorical_features_rules.R
R-package/demo/categorical_features_rules.R
+3
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R-package/demo/categorical_features_rules.R
View file @
5256cda6
...
@@ -69,7 +69,8 @@ my_data_test <- as.matrix(bank_test[, 1:16, with = FALSE])
...
@@ -69,7 +69,8 @@ my_data_test <- as.matrix(bank_test[, 1:16, with = FALSE])
# Creating the LightGBM dataset with categorical features
# Creating the LightGBM dataset with categorical features
# The categorical features can be passed to lgb.train to not copy and paste a lot
# The categorical features can be passed to lgb.train to not copy and paste a lot
dtrain
<-
lgb.Dataset
(
data
=
my_data_train
,
dtrain
<-
lgb.Dataset
(
data
=
my_data_train
,
label
=
bank_train
$
y
)
label
=
bank_train
$
y
,
categorical_feature
=
c
(
2
,
3
,
4
,
5
,
7
,
8
,
9
,
11
,
16
))
dtest
<-
lgb.Dataset.create.valid
(
dtrain
,
dtest
<-
lgb.Dataset.create.valid
(
dtrain
,
data
=
my_data_test
,
data
=
my_data_test
,
label
=
bank_test
$
y
)
label
=
bank_test
$
y
)
...
@@ -81,8 +82,7 @@ model <- lgb.train(list(objective = "binary",
...
@@ -81,8 +82,7 @@ model <- lgb.train(list(objective = "binary",
learning_rate
=
0.1
,
learning_rate
=
0.1
,
min_data
=
0
,
min_data
=
0
,
min_hessian
=
1
,
min_hessian
=
1
,
max_depth
=
2
,
max_depth
=
2
),
categorical_feature
=
c
(
2
,
3
,
4
,
5
,
7
,
8
,
9
,
11
,
16
)),
dtrain
,
dtrain
,
100
,
100
,
valids
=
list
(
train
=
dtrain
,
valid
=
dtest
))
valids
=
list
(
train
=
dtrain
,
valid
=
dtest
))
...
...
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