This commit is contained in:
hetong007 2015-02-09 16:16:11 -08:00
parent 5b611c355e
commit f7c838ffaa

View File

@ -102,28 +102,42 @@ xgb.numrow <- function(dmat) {
} }
# iteratively update booster with customized statistics # iteratively update booster with customized statistics
xgb.iter.boost <- function(booster, dtrain, gpair) { xgb.iter.boost <- function(booster, dtrain, gpair) {
if (class(booster) != "xgb.Booster.handle") { if (class(booster) != "xgb.Booster") {
stop("xgb.iter.update: first argument must be type xgb.Booster") stop("xgb.iter.update: first argument must be type xgb.Booster")
} else {
if (is.null(booster$handle)) {
booster$handle <- xgb.load(booster$raw)
} else {
if (is.null(booster$raw))
booster$raw <- xgb.save.raw(booster$handle)
}
} }
if (class(dtrain) != "xgb.DMatrix") { if (class(dtrain) != "xgb.DMatrix") {
stop("xgb.iter.update: second argument must be type xgb.DMatrix") stop("xgb.iter.update: second argument must be type xgb.DMatrix")
} }
.Call("XGBoosterBoostOneIter_R", booster, dtrain, gpair$grad, gpair$hess, .Call("XGBoosterBoostOneIter_R", booster$handle, dtrain, gpair$grad, gpair$hess,
PACKAGE = "xgboost") PACKAGE = "xgboost")
return(TRUE) return(TRUE)
} }
# iteratively update booster with dtrain # iteratively update booster with dtrain
xgb.iter.update <- function(booster, dtrain, iter, obj = NULL) { xgb.iter.update <- function(booster, dtrain, iter, obj = NULL) {
if (class(booster) != "xgb.Booster.handle") { if (class(booster) != "xgb.Booster") {
stop("xgb.iter.update: first argument must be type xgb.Booster") stop("xgb.iter.update: first argument must be type xgb.Booster")
} else {
if (is.null(booster$handle)) {
booster$handle <- xgb.load(booster$raw)
} else {
if (is.null(booster$raw))
booster$raw <- xgb.save.raw(booster$handle)
}
} }
if (class(dtrain) != "xgb.DMatrix") { if (class(dtrain) != "xgb.DMatrix") {
stop("xgb.iter.update: second argument must be type xgb.DMatrix") stop("xgb.iter.update: second argument must be type xgb.DMatrix")
} }
if (is.null(obj)) { if (is.null(obj)) {
.Call("XGBoosterUpdateOneIter_R", booster, as.integer(iter), dtrain, .Call("XGBoosterUpdateOneIter_R", booster$handle, as.integer(iter), dtrain,
PACKAGE = "xgboost") PACKAGE = "xgboost")
} else { } else {
pred <- predict(booster, dtrain) pred <- predict(booster, dtrain)