Alien-XGBoost
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xgboost/dmlc-core/include/dmlc/lua.h
xgboost/dmlc-core/include/dmlc/memory.h
xgboost/dmlc-core/include/dmlc/memory_io.h
xgboost/dmlc-core/include/dmlc/omp.h
xgboost/dmlc-core/include/dmlc/optional.h
xgboost/dmlc-core/include/dmlc/parameter.h
xgboost/dmlc-core/include/dmlc/recordio.h
xgboost/dmlc-core/include/dmlc/registry.h
xgboost/dmlc-core/include/dmlc/serializer.h
xgboost/dmlc-core/include/dmlc/thread_local.h
xgboost/dmlc-core/include/dmlc/threadediter.h
xgboost/dmlc-core/include/dmlc/timer.h
xgboost/dmlc-core/include/dmlc/type_traits.h
xgboost/dmlc-core/make/config.mk
xgboost/dmlc-core/make/dmlc.mk
xgboost/dmlc-core/scripts/lint.py
xgboost/dmlc-core/scripts/packages.mk
xgboost/dmlc-core/scripts/setup_nvcc.sh
xgboost/dmlc-core/scripts/travis/travis_before_cache.sh
xgboost/dmlc-core/scripts/travis/travis_osx_install.sh
xgboost/dmlc-core/scripts/travis/travis_script.sh
xgboost/R-package/NAMESPACE view on Meta::CPAN
# Generated by roxygen2: do not edit by hand
S3method("[",xgb.DMatrix)
S3method("dimnames<-",xgb.DMatrix)
S3method(dim,xgb.DMatrix)
S3method(dimnames,xgb.DMatrix)
S3method(getinfo,xgb.DMatrix)
S3method(predict,xgb.Booster)
S3method(predict,xgb.Booster.handle)
S3method(print,xgb.Booster)
S3method(print,xgb.DMatrix)
xgboost/R-package/configure view on Meta::CPAN
PATH_SEPARATOR=:
(PATH='/bin;/bin'; FPATH=$PATH; sh -c :) >/dev/null 2>&1 && {
(PATH='/bin:/bin'; FPATH=$PATH; sh -c :) >/dev/null 2>&1 ||
PATH_SEPARATOR=';'
}
fi
# IFS
# We need space, tab and new line, in precisely that order. Quoting is
# there to prevent editors from complaining about space-tab.
# (If _AS_PATH_WALK were called with IFS unset, it would disable word
# splitting by setting IFS to empty value.)
IFS=" "" $as_nl"
# Find who we are. Look in the path if we contain no directory separator.
as_myself=
case $0 in #((
*[\\/]* ) as_myself=$0 ;;
*) as_save_IFS=$IFS; IFS=$PATH_SEPARATOR
for as_dir in $PATH
xgboost/R-package/configure view on Meta::CPAN
fi
ac_config_files="$ac_config_files src/Makevars"
cat >confcache <<\_ACEOF
# This file is a shell script that caches the results of configure
# tests run on this system so they can be shared between configure
# scripts and configure runs, see configure's option --config-cache.
# It is not useful on other systems. If it contains results you don't
# want to keep, you may remove or edit it.
#
# config.status only pays attention to the cache file if you give it
# the --recheck option to rerun configure.
#
# `ac_cv_env_foo' variables (set or unset) will be overridden when
# loading this file, other *unset* `ac_cv_foo' will be assigned the
# following values.
_ACEOF
xgboost/R-package/configure view on Meta::CPAN
PATH_SEPARATOR=:
(PATH='/bin;/bin'; FPATH=$PATH; sh -c :) >/dev/null 2>&1 && {
(PATH='/bin:/bin'; FPATH=$PATH; sh -c :) >/dev/null 2>&1 ||
PATH_SEPARATOR=';'
}
fi
# IFS
# We need space, tab and new line, in precisely that order. Quoting is
# there to prevent editors from complaining about space-tab.
# (If _AS_PATH_WALK were called with IFS unset, it would disable word
# splitting by setting IFS to empty value.)
IFS=" "" $as_nl"
# Find who we are. Look in the path if we contain no directory separator.
as_myself=
case $0 in #((
*[\\/]* ) as_myself=$0 ;;
*) as_save_IFS=$IFS; IFS=$PATH_SEPARATOR
for as_dir in $PATH
xgboost/R-package/man/agaricus.test.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgboost.R
\docType{data}
\name{agaricus.test}
\alias{agaricus.test}
\title{Test part from Mushroom Data Set}
\format{A list containing a label vector, and a dgCMatrix object with 1611
rows and 126 variables}
\usage{
data(agaricus.test)
}
\description{
xgboost/R-package/man/agaricus.train.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgboost.R
\docType{data}
\name{agaricus.train}
\alias{agaricus.train}
\title{Training part from Mushroom Data Set}
\format{A list containing a label vector, and a dgCMatrix object with 6513
rows and 127 variables}
\usage{
data(agaricus.train)
}
\description{
xgboost/R-package/man/callbacks.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/callbacks.R
\name{callbacks}
\alias{callbacks}
\title{Callback closures for booster training.}
\description{
These are used to perform various service tasks either during boosting iterations or at the end.
This approach helps to modularize many of such tasks without bloating the main training methods,
and it offers .
}
\details{
By default, a callback function is run after each boosting iteration.
xgboost/R-package/man/cb.cv.predict.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/callbacks.R
\name{cb.cv.predict}
\alias{cb.cv.predict}
\title{Callback closure for returning cross-validation based predictions.}
\usage{
cb.cv.predict(save_models = FALSE)
}
\arguments{
\item{save_models}{a flag for whether to save the folds' models.}
}
\value{
xgboost/R-package/man/cb.early.stop.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/callbacks.R
\name{cb.early.stop}
\alias{cb.early.stop}
\title{Callback closure to activate the early stopping.}
\usage{
cb.early.stop(stopping_rounds, maximize = FALSE, metric_name = NULL,
verbose = TRUE)
}
\arguments{
\item{stopping_rounds}{The number of rounds with no improvement in
the evaluation metric in order to stop the training.}
xgboost/R-package/man/cb.evaluation.log.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/callbacks.R
\name{cb.evaluation.log}
\alias{cb.evaluation.log}
\title{Callback closure for logging the evaluation history}
\usage{
cb.evaluation.log()
}
\description{
Callback closure for logging the evaluation history
}
\details{
xgboost/R-package/man/cb.print.evaluation.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/callbacks.R
\name{cb.print.evaluation}
\alias{cb.print.evaluation}
\title{Callback closure for printing the result of evaluation}
\usage{
cb.print.evaluation(period = 1, showsd = TRUE)
}
\arguments{
\item{period}{results would be printed every number of periods}
\item{showsd}{whether standard deviations should be printed (when available)}
xgboost/R-package/man/cb.reset.parameters.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/callbacks.R
\name{cb.reset.parameters}
\alias{cb.reset.parameters}
\title{Callback closure for restetting the booster's parameters at each iteration.}
\usage{
cb.reset.parameters(new_params)
}
\arguments{
\item{new_params}{a list where each element corresponds to a parameter that needs to be reset.
Each element's value must be either a vector of values of length \code{nrounds}
to be set at each iteration,
xgboost/R-package/man/cb.save.model.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/callbacks.R
\name{cb.save.model}
\alias{cb.save.model}
\title{Callback closure for saving a model file.}
\usage{
cb.save.model(save_period = 0, save_name = "xgboost.model")
}
\arguments{
\item{save_period}{save the model to disk after every
\code{save_period} iterations; 0 means save the model at the end.}
xgboost/R-package/man/dim.xgb.DMatrix.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgb.DMatrix.R
\name{dim.xgb.DMatrix}
\alias{dim.xgb.DMatrix}
\title{Dimensions of xgb.DMatrix}
\usage{
\method{dim}{xgb.DMatrix}(x)
}
\arguments{
\item{x}{Object of class \code{xgb.DMatrix}}
}
\description{
xgboost/R-package/man/dimnames.xgb.DMatrix.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgb.DMatrix.R
\name{dimnames.xgb.DMatrix}
\alias{dimnames.xgb.DMatrix}
\alias{dimnames<-.xgb.DMatrix}
\title{Handling of column names of \code{xgb.DMatrix}}
\usage{
\method{dimnames}{xgb.DMatrix}(x)
\method{dimnames}{xgb.DMatrix}(x) <- value
}
\arguments{
xgboost/R-package/man/getinfo.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgb.DMatrix.R
\name{getinfo}
\alias{getinfo}
\alias{getinfo.xgb.DMatrix}
\title{Get information of an xgb.DMatrix object}
\usage{
getinfo(object, ...)
\method{getinfo}{xgb.DMatrix}(object, name, ...)
}
\arguments{
xgboost/R-package/man/predict.xgb.Booster.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgb.Booster.R
\name{predict.xgb.Booster}
\alias{predict.xgb.Booster}
\alias{predict.xgb.Booster.handle}
\title{Predict method for eXtreme Gradient Boosting model}
\usage{
\method{predict}{xgb.Booster}(object, newdata, missing = NA,
outputmargin = FALSE, ntreelimit = NULL, predleaf = FALSE,
predcontrib = FALSE, reshape = FALSE, ...)
\method{predict}{xgb.Booster.handle}(object, ...)
xgboost/R-package/man/print.xgb.Booster.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgb.Booster.R
\name{print.xgb.Booster}
\alias{print.xgb.Booster}
\title{Print xgb.Booster}
\usage{
\method{print}{xgb.Booster}(x, verbose = FALSE, ...)
}
\arguments{
\item{x}{an xgb.Booster object}
\item{verbose}{whether to print detailed data (e.g., attribute values)}
xgboost/R-package/man/print.xgb.DMatrix.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgb.DMatrix.R
\name{print.xgb.DMatrix}
\alias{print.xgb.DMatrix}
\title{Print xgb.DMatrix}
\usage{
\method{print}{xgb.DMatrix}(x, verbose = FALSE, ...)
}
\arguments{
\item{x}{an xgb.DMatrix object}
\item{verbose}{whether to print colnames (when present)}
xgboost/R-package/man/print.xgb.cv.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgb.cv.R
\name{print.xgb.cv.synchronous}
\alias{print.xgb.cv.synchronous}
\title{Print xgb.cv result}
\usage{
\method{print}{xgb.cv.synchronous}(x, verbose = FALSE, ...)
}
\arguments{
\item{x}{an \code{xgb.cv.synchronous} object}
\item{verbose}{whether to print detailed data}
xgboost/R-package/man/setinfo.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgb.DMatrix.R
\name{setinfo}
\alias{setinfo}
\alias{setinfo.xgb.DMatrix}
\title{Set information of an xgb.DMatrix object}
\usage{
setinfo(object, ...)
\method{setinfo}{xgb.DMatrix}(object, name, info, ...)
}
\arguments{
xgboost/R-package/man/slice.xgb.DMatrix.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgb.DMatrix.R
\name{slice}
\alias{slice}
\alias{slice.xgb.DMatrix}
\alias{[.xgb.DMatrix}
\title{Get a new DMatrix containing the specified rows of
orginal xgb.DMatrix object}
\usage{
slice(object, ...)
\method{slice}{xgb.DMatrix}(object, idxset, ...)
xgboost/R-package/man/xgb.Booster.complete.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgb.Booster.R
\name{xgb.Booster.complete}
\alias{xgb.Booster.complete}
\title{Restore missing parts of an incomplete xgb.Booster object.}
\usage{
xgb.Booster.complete(object, saveraw = TRUE)
}
\arguments{
\item{object}{object of class \code{xgb.Booster}}
\item{saveraw}{a flag indicating whether to append \code{raw} Booster memory dump data
xgboost/R-package/man/xgb.DMatrix.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgb.DMatrix.R
\name{xgb.DMatrix}
\alias{xgb.DMatrix}
\title{Construct xgb.DMatrix object}
\usage{
xgb.DMatrix(data, info = list(), missing = NA, silent = FALSE, ...)
}
\arguments{
\item{data}{a \code{matrix} object (either numeric or integer), a \code{dgCMatrix} object, or a character
string representing a filename.}
xgboost/R-package/man/xgb.DMatrix.save.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgb.DMatrix.save.R
\name{xgb.DMatrix.save}
\alias{xgb.DMatrix.save}
\title{Save xgb.DMatrix object to binary file}
\usage{
xgb.DMatrix.save(dmatrix, fname)
}
\arguments{
\item{dmatrix}{the \code{xgb.DMatrix} object}
\item{fname}{the name of the file to write.}
xgboost/R-package/man/xgb.attr.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgb.Booster.R
\name{xgb.attr}
\alias{xgb.attr}
\alias{xgb.attr<-}
\alias{xgb.attributes}
\alias{xgb.attributes<-}
\title{Accessors for serializable attributes of a model.}
\usage{
xgb.attr(object, name)
xgb.attr(object, name) <- value
xgboost/R-package/man/xgb.create.features.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgb.create.features.R
\name{xgb.create.features}
\alias{xgb.create.features}
\title{Create new features from a previously learned model}
\usage{
xgb.create.features(model, data, ...)
}
\arguments{
\item{model}{decision tree boosting model learned on the original data}
\item{data}{original data (usually provided as a \code{dgCMatrix} matrix)}
xgboost/R-package/man/xgb.cv.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgb.cv.R
\name{xgb.cv}
\alias{xgb.cv}
\title{Cross Validation}
\usage{
xgb.cv(params = list(), data, nrounds, nfold, label = NULL, missing = NA,
prediction = FALSE, showsd = TRUE, metrics = list(), obj = NULL,
feval = NULL, stratified = TRUE, folds = NULL, verbose = TRUE,
print_every_n = 1L, early_stopping_rounds = NULL, maximize = NULL,
callbacks = list(), ...)
}
xgboost/R-package/man/xgb.dump.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgb.dump.R
\name{xgb.dump}
\alias{xgb.dump}
\title{Dump an xgboost model in text format.}
\usage{
xgb.dump(model, fname = NULL, fmap = "", with_stats = FALSE,
dump_format = c("text", "json"), ...)
}
\arguments{
\item{model}{the model object.}
xgboost/R-package/man/xgb.importance.Rd view on Meta::CPAN
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/xgb.importance.R
\name{xgb.importance}
\alias{xgb.importance}
\title{Importance of features in a model.}
\usage{
xgb.importance(feature_names = NULL, model = NULL, trees = NULL,
data = NULL, label = NULL, target = NULL)
}
\arguments{
\item{feature_names}{character vector of feature names. If the model already
contains feature names, those would be used when \code{feature_names=NULL} (default value).
( run in 0.851 second using v1.01-cache-2.11-cpan-de7293f3b23 )