lgb.get.eval.result.Rd 1.19 KB
Newer Older
Guolin Ke's avatar
Guolin Ke committed
1
2
3
4
5
6
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/lgb.Booster.R
\name{lgb.get.eval.result}
\alias{lgb.get.eval.result}
\title{Get record evaluation result from booster}
\usage{
7
8
9
10
11
12
13
lgb.get.eval.result(
  booster,
  data_name,
  eval_name,
  iters = NULL,
  is_err = FALSE
)
Guolin Ke's avatar
Guolin Ke committed
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
}
\arguments{
\item{booster}{Object of class \code{lgb.Booster}}

\item{data_name}{name of dataset}

\item{eval_name}{name of evaluation}

\item{iters}{iterations, NULL will return all}

\item{is_err}{TRUE will return evaluation error instead}
}
\value{
vector of evaluation result
}
\description{
Get record evaluation result from booster
}
32
33
34
35
36
37
38
39
40
41
\examples{
library(lightgbm)
data(agaricus.train, package = "lightgbm")
train <- agaricus.train
dtrain <- lgb.Dataset(train$data, label = train$label)
data(agaricus.test, package = "lightgbm")
test <- agaricus.test
dtest <- lgb.Dataset.create.valid(dtrain, test$data, label = test$label)
params <- list(objective = "regression", metric = "l2")
valids <- list(test = dtest)
42
43
44
45
46
47
48
49
50
model <- lgb.train(
  params = params
  , data = dtrain
  , nrounds = 10
  , valids = valids
  , min_data = 1
  , learning_rate = 1
  , early_stopping_rounds = 5
)
51
52
lgb.get.eval.result(model, "test", "l2")
}