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dhX4Qp>c0c4mux*>fm=Q>4T}N*00001Sz5;`QgHwP From 1d64cd88968f5672758239fc05d638795727856d Mon Sep 17 00:00:00 2001 From: El Potaeto Date: Sun, 28 Dec 2014 10:24:08 +0100 Subject: [PATCH 02/10] Add new dependency --- R-package/DESCRIPTION | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/R-package/DESCRIPTION b/R-package/DESCRIPTION index 253ee4832..bd46615c0 100644 --- a/R-package/DESCRIPTION +++ b/R-package/DESCRIPTION @@ -21,4 +21,6 @@ Depends: R (>= 2.10) Imports: Matrix (>= 1.1-0), - methods + methods, + data.table (>= 1.9), + magrittr (>= 1.5) \ No newline at end of file From 8c17a86b3859e07f8df427158fa9fff7516032fe Mon Sep 17 00:00:00 2001 From: El Potaeto Date: Sun, 28 Dec 2014 10:24:43 +0100 Subject: [PATCH 03/10] Update Namespace with new function --- R-package/NAMESPACE | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/R-package/NAMESPACE b/R-package/NAMESPACE index a8dc5c7c3..1e6031c9f 100644 --- a/R-package/NAMESPACE +++ b/R-package/NAMESPACE @@ -1,4 +1,4 @@ -# Generated by roxygen2 (4.0.1): do not edit by hand +# Generated by roxygen2 (4.1.0): do not edit by hand export(getinfo) export(setinfo) @@ -7,6 +7,7 @@ export(xgb.DMatrix) export(xgb.DMatrix.save) export(xgb.cv) export(xgb.dump) +export(xgb.importance) export(xgb.load) export(xgb.save) export(xgb.train) From e63c79d6c62e0b4fa23e4f9d53ef167ecd78174b Mon Sep 17 00:00:00 2001 From: El Potaeto Date: Sun, 28 Dec 2014 10:45:47 +0100 Subject: [PATCH 04/10] new function cv.importance + documentation --- R-package/R/xgb.importance.R | 54 ++++++++++++++++++++++++++++++++++++ 1 file changed, 54 insertions(+) create mode 100644 R-package/R/xgb.importance.R diff --git a/R-package/R/xgb.importance.R b/R-package/R/xgb.importance.R new file mode 100644 index 000000000..690795ff4 --- /dev/null +++ b/R-package/R/xgb.importance.R @@ -0,0 +1,54 @@ +#' Show importance of features in a model +#' +#' Read a xgboost model in text file format. Return a data.table of the features with their weight. +#' +#' @importFrom data.table data.table +#' @importFrom magrittr %>% +#' @importFrom data.table := +#' @param feature_names names of each feature as a character vector. Can be extracted from a sparse matrix. +#' @param filename_dump the name of the text file. +#' +#' @examples +#' data(agaricus.train, package='xgboost') +#' data(agaricus.test, package='xgboost') +#' +#' #Both dataset are list with two items, a sparse matrix and labels (outcome column which will be learned). +#' #Each column of the sparse Matrix is a feature in one hot encoding format. +#' train <- agaricus.train +#' test <- agaricus.test +#' +#' bst <- xgboost(data = train$data, label = train$label, max.depth = 2, +#' eta = 1, nround = 2,objective = "binary:logistic") +#' xgb.dump(bst, 'xgb.model.dump') +#' +#' #agaricus.test$data@@Dimnames[[2]] represents the column name of the sparse matrix. +#' xgb.importance(agaricus.test$data@@Dimnames[[2]], 'xgb.model.dump') +#' +#' @export +xgb.importance <- function(feature_names, filename_dump){ + text <- readLines(filename_dump) + if(text[2] == "bias:"){ + result <- linearDump(feature_names, text) + } else { + result <- treeDump(feature_names, text) + } + result +} + +treeDump <- function(feature_names, text){ + result <- c() + for(line in text){ + m <- regexec("\\[f.*\\]", line) + p <- regmatches(line, m) + if (length(p[[1]]) > 0) { + splits <- as.numeric(strsplit(sub("\\]", "", sub("\\[f", "", p[[1]])), "<")[[1]]) + result <- c(result, feature_names[splits[1]+ 1]) + } + } + #1. Reduce, 2. %, 3. remove temp col, 4. reorder - bigger top + data.table(Feature = result)[,.N, by = Feature][, Weight:= N /sum(N)][order(-rank(Weight))][,-2,with=F] +} + +linearDump <- function(feature_names, text){ + which(text == "weight:") %>% {a=.+1;text[a:length(text)]} %>% as.numeric %>% data.table(Feature = feature_names, Weight = .) +} \ No newline at end of file From ce83611a72088ee94647614295597bb1c1a69c89 Mon Sep 17 00:00:00 2001 From: El Potaeto Date: Sun, 28 Dec 2014 10:46:31 +0100 Subject: [PATCH 05/10] generated documentation with ROxygen2 --- R-package/NAMESPACE | 3 ++ R-package/man/agaricus.test.Rd | 3 +- R-package/man/agaricus.train.Rd | 3 +- R-package/man/getinfo.Rd | 7 +++-- R-package/man/predict-xgb.Booster-method.Rd | 7 +++-- R-package/man/setinfo.Rd | 7 +++-- R-package/man/slice.Rd | 7 +++-- R-package/man/xgb.DMatrix.Rd | 3 +- R-package/man/xgb.DMatrix.save.Rd | 3 +- R-package/man/xgb.cv.Rd | 8 +++-- R-package/man/xgb.dump.Rd | 3 +- R-package/man/xgb.importance.Rd | 33 +++++++++++++++++++++ R-package/man/xgb.load.Rd | 3 +- R-package/man/xgb.save.Rd | 3 +- R-package/man/xgb.train.Rd | 3 +- R-package/man/xgboost.Rd | 7 +++-- 16 files changed, 77 insertions(+), 26 deletions(-) create mode 100644 R-package/man/xgb.importance.Rd diff --git a/R-package/NAMESPACE b/R-package/NAMESPACE index 1e6031c9f..e4784bbf5 100644 --- a/R-package/NAMESPACE +++ b/R-package/NAMESPACE @@ -16,3 +16,6 @@ exportMethods(predict) import(methods) importClassesFrom(Matrix,dgCMatrix) importClassesFrom(Matrix,dgeMatrix) +importFrom(data.table,":=") +importFrom(data.table,data.table) +importFrom(magrittr,"%>%") diff --git a/R-package/man/agaricus.test.Rd b/R-package/man/agaricus.test.Rd index 3cf87c9f8..8fee4e2ee 100644 --- a/R-package/man/agaricus.test.Rd +++ b/R-package/man/agaricus.test.Rd @@ -1,4 +1,5 @@ -% Generated by roxygen2 (4.0.1): do not edit by hand +% Generated by roxygen2 (4.1.0): do not edit by hand +% Please edit documentation in R/xgboost.R \docType{data} \name{agaricus.test} \alias{agaricus.test} diff --git a/R-package/man/agaricus.train.Rd b/R-package/man/agaricus.train.Rd index dd9f6e9a3..02b55423a 100644 --- a/R-package/man/agaricus.train.Rd +++ b/R-package/man/agaricus.train.Rd @@ -1,4 +1,5 @@ -% Generated by roxygen2 (4.0.1): do not edit by hand +% Generated by roxygen2 (4.1.0): do not edit by hand +% Please edit documentation in R/xgboost.R \docType{data} \name{agaricus.train} \alias{agaricus.train} diff --git a/R-package/man/getinfo.Rd b/R-package/man/getinfo.Rd index 23e3adc84..37e0ad0be 100644 --- a/R-package/man/getinfo.Rd +++ b/R-package/man/getinfo.Rd @@ -1,4 +1,5 @@ -% Generated by roxygen2 (4.0.1): do not edit by hand +% Generated by roxygen2 (4.1.0): do not edit by hand +% Please edit documentation in R/getinfo.xgb.DMatrix.R \docType{methods} \name{getinfo} \alias{getinfo} @@ -12,9 +13,9 @@ getinfo(object, ...) \arguments{ \item{object}{Object of class "xgb.DMatrix"} -\item{name}{the name of the field to get} - \item{...}{other parameters} + +\item{name}{the name of the field to get} } \description{ Get information of an xgb.DMatrix object diff --git a/R-package/man/predict-xgb.Booster-method.Rd b/R-package/man/predict-xgb.Booster-method.Rd index 36d6327b1..afa0c70a5 100644 --- a/R-package/man/predict-xgb.Booster-method.Rd +++ b/R-package/man/predict-xgb.Booster-method.Rd @@ -1,11 +1,12 @@ -% Generated by roxygen2 (4.0.1): do not edit by hand +% Generated by roxygen2 (4.1.0): do not edit by hand +% Please edit documentation in R/predict.xgb.Booster.R \docType{methods} \name{predict,xgb.Booster-method} \alias{predict,xgb.Booster-method} \title{Predict method for eXtreme Gradient Boosting model} \usage{ -\S4method{predict}{xgb.Booster}(object, newdata, outputmargin = FALSE, - ntreelimit = NULL) +\S4method{predict}{xgb.Booster}(object, newdata, missing = NULL, + outputmargin = FALSE, ntreelimit = NULL) } \arguments{ \item{object}{Object of class "xgb.Boost"} diff --git a/R-package/man/setinfo.Rd b/R-package/man/setinfo.Rd index 7ea992110..4ed262b46 100644 --- a/R-package/man/setinfo.Rd +++ b/R-package/man/setinfo.Rd @@ -1,4 +1,5 @@ -% Generated by roxygen2 (4.0.1): do not edit by hand +% Generated by roxygen2 (4.1.0): do not edit by hand +% Please edit documentation in R/setinfo.xgb.DMatrix.R \docType{methods} \name{setinfo} \alias{setinfo} @@ -12,11 +13,11 @@ setinfo(object, ...) \arguments{ \item{object}{Object of class "xgb.DMatrix"} +\item{...}{other parameters} + \item{name}{the name of the field to get} \item{info}{the specific field of information to set} - -\item{...}{other parameters} } \description{ Set information of an xgb.DMatrix object diff --git a/R-package/man/slice.Rd b/R-package/man/slice.Rd index a749aa8ff..a7812e886 100644 --- a/R-package/man/slice.Rd +++ b/R-package/man/slice.Rd @@ -1,4 +1,5 @@ -% Generated by roxygen2 (4.0.1): do not edit by hand +% Generated by roxygen2 (4.1.0): do not edit by hand +% Please edit documentation in R/slice.xgb.DMatrix.R \docType{methods} \name{slice} \alias{slice} @@ -13,9 +14,9 @@ slice(object, ...) \arguments{ \item{object}{Object of class "xgb.DMatrix"} -\item{idxset}{a integer vector of indices of rows needed} - \item{...}{other parameters} + +\item{idxset}{a integer vector of indices of rows needed} } \description{ Get a new DMatrix containing the specified rows of diff --git a/R-package/man/xgb.DMatrix.Rd b/R-package/man/xgb.DMatrix.Rd index 227fb515f..86000220f 100644 --- a/R-package/man/xgb.DMatrix.Rd +++ b/R-package/man/xgb.DMatrix.Rd @@ -1,4 +1,5 @@ -% Generated by roxygen2 (4.0.1): do not edit by hand +% Generated by roxygen2 (4.1.0): do not edit by hand +% Please edit documentation in R/xgb.DMatrix.R \name{xgb.DMatrix} \alias{xgb.DMatrix} \title{Contruct xgb.DMatrix object} diff --git a/R-package/man/xgb.DMatrix.save.Rd b/R-package/man/xgb.DMatrix.save.Rd index 803de912b..6bbc277b3 100644 --- a/R-package/man/xgb.DMatrix.save.Rd +++ b/R-package/man/xgb.DMatrix.save.Rd @@ -1,4 +1,5 @@ -% Generated by roxygen2 (4.0.1): do not edit by hand +% Generated by roxygen2 (4.1.0): 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} diff --git a/R-package/man/xgb.cv.Rd b/R-package/man/xgb.cv.Rd index 050d8c4f8..b9c600c0e 100644 --- a/R-package/man/xgb.cv.Rd +++ b/R-package/man/xgb.cv.Rd @@ -1,10 +1,12 @@ -% Generated by roxygen2 (4.0.1): do not edit by hand +% Generated by roxygen2 (4.1.0): 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, showsd = TRUE, - metrics = list(), obj = NULL, feval = NULL, ...) +xgb.cv(params = list(), data, nrounds, nfold, label = NULL, + missing = NULL, showsd = TRUE, metrics = list(), obj = NULL, + feval = NULL, ...) } \arguments{ \item{params}{the list of parameters. Commonly used ones are: diff --git a/R-package/man/xgb.dump.Rd b/R-package/man/xgb.dump.Rd index 9571855ff..9be2696b9 100644 --- a/R-package/man/xgb.dump.Rd +++ b/R-package/man/xgb.dump.Rd @@ -1,4 +1,5 @@ -% Generated by roxygen2 (4.0.1): do not edit by hand +% Generated by roxygen2 (4.1.0): do not edit by hand +% Please edit documentation in R/xgb.dump.R \name{xgb.dump} \alias{xgb.dump} \title{Save xgboost model to text file} diff --git a/R-package/man/xgb.importance.Rd b/R-package/man/xgb.importance.Rd new file mode 100644 index 000000000..9609fe82f --- /dev/null +++ b/R-package/man/xgb.importance.Rd @@ -0,0 +1,33 @@ +% Generated by roxygen2 (4.1.0): do not edit by hand +% Please edit documentation in R/xgb.importance.R +\name{xgb.importance} +\alias{xgb.importance} +\title{Show importance of features in a model} +\usage{ +xgb.importance(feature_names, filename_dump) +} +\arguments{ +\item{feature_names}{names of each feature as a character vector. Can be extracted from a sparse matrix.} + +\item{filename_dump}{the name of the text file.} +} +\description{ +Read a xgboost model in text file format. Return a data.table of the features with their weight. +} +\examples{ +data(agaricus.train, package='xgboost') +data(agaricus.test, package='xgboost') + +#Both dataset are list with two items, a sparse matrix and labels (outcome column which will be learned). +#Each column of the sparse Matrix is a feature in one hot encoding format. +train <- agaricus.train +test <- agaricus.test + +bst <- xgboost(data = train$data, label = train$label, max.depth = 2, + eta = 1, nround = 2,objective = "binary:logistic") +xgb.dump(bst, 'xgb.model.dump') + +#agaricus.test$data@Dimnames[[2]] represents the column name of the sparse matrix. +xgb.importance(agaricus.test$data@Dimnames[[2]], 'xgb.model.dump') +} + diff --git a/R-package/man/xgb.load.Rd b/R-package/man/xgb.load.Rd index d2c5d94b6..433b38c79 100644 --- a/R-package/man/xgb.load.Rd +++ b/R-package/man/xgb.load.Rd @@ -1,4 +1,5 @@ -% Generated by roxygen2 (4.0.1): do not edit by hand +% Generated by roxygen2 (4.1.0): do not edit by hand +% Please edit documentation in R/xgb.load.R \name{xgb.load} \alias{xgb.load} \title{Load xgboost model from binary file} diff --git a/R-package/man/xgb.save.Rd b/R-package/man/xgb.save.Rd index 0ccdf13da..ded444446 100644 --- a/R-package/man/xgb.save.Rd +++ b/R-package/man/xgb.save.Rd @@ -1,4 +1,5 @@ -% Generated by roxygen2 (4.0.1): do not edit by hand +% Generated by roxygen2 (4.1.0): do not edit by hand +% Please edit documentation in R/xgb.save.R \name{xgb.save} \alias{xgb.save} \title{Save xgboost model to binary file} diff --git a/R-package/man/xgb.train.Rd b/R-package/man/xgb.train.Rd index a05e2eeb9..58ef94135 100644 --- a/R-package/man/xgb.train.Rd +++ b/R-package/man/xgb.train.Rd @@ -1,4 +1,5 @@ -% Generated by roxygen2 (4.0.1): do not edit by hand +% Generated by roxygen2 (4.1.0): do not edit by hand +% Please edit documentation in R/xgb.train.R \name{xgb.train} \alias{xgb.train} \title{eXtreme Gradient Boosting Training} diff --git a/R-package/man/xgboost.Rd b/R-package/man/xgboost.Rd index d5abe927d..d85ee6d4a 100644 --- a/R-package/man/xgboost.Rd +++ b/R-package/man/xgboost.Rd @@ -1,10 +1,11 @@ -% Generated by roxygen2 (4.0.1): do not edit by hand +% Generated by roxygen2 (4.1.0): do not edit by hand +% Please edit documentation in R/xgboost.R \name{xgboost} \alias{xgboost} \title{eXtreme Gradient Boosting (Tree) library} \usage{ -xgboost(data = NULL, label = NULL, params = list(), nrounds, - verbose = 1, ...) +xgboost(data = NULL, label = NULL, missing = NULL, params = list(), + nrounds, verbose = 1, ...) } \arguments{ \item{data}{takes \code{matrix}, \code{dgCMatrix}, local data file or From 46862e561beb74d8717da43a09296755f6ee507b Mon Sep 17 00:00:00 2001 From: El Potaeto Date: Sun, 28 Dec 2014 10:47:02 +0100 Subject: [PATCH 06/10] Add .gitignore --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index a0bd1b6f6..d454c6d1d 100644 --- a/.gitignore +++ b/.gitignore @@ -44,3 +44,4 @@ Debug *dump *save *csv +.Rproj.user From 151285300b52e3f932302c0e8071a2000bdb0a20 Mon Sep 17 00:00:00 2001 From: El Potaeto Date: Sun, 28 Dec 2014 11:02:48 +0100 Subject: [PATCH 07/10] change version number + date --- R-package/DESCRIPTION | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/R-package/DESCRIPTION b/R-package/DESCRIPTION index bd46615c0..ce0ab9081 100644 --- a/R-package/DESCRIPTION +++ b/R-package/DESCRIPTION @@ -1,8 +1,8 @@ Package: xgboost Type: Package Title: eXtreme Gradient Boosting -Version: 0.3-2 -Date: 2014-08-23 +Version: 0.3-3 +Date: 2014-12-28 Author: Tianqi Chen , Tong He Maintainer: Tong He Description: This package is a R wrapper of xgboost, which is short for eXtreme From 2154a160a37ec50edc099c9e00ddab4b42c38e43 Mon Sep 17 00:00:00 2001 From: El Potaeto Date: Sun, 28 Dec 2014 11:18:26 +0100 Subject: [PATCH 08/10] refactoring of validation to improve source code readability. --- R-package/R/xgb.importance.R | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/R-package/R/xgb.importance.R b/R-package/R/xgb.importance.R index 690795ff4..88af8387a 100644 --- a/R-package/R/xgb.importance.R +++ b/R-package/R/xgb.importance.R @@ -41,14 +41,14 @@ treeDump <- function(feature_names, text){ m <- regexec("\\[f.*\\]", line) p <- regmatches(line, m) if (length(p[[1]]) > 0) { - splits <- as.numeric(strsplit(sub("\\]", "", sub("\\[f", "", p[[1]])), "<")[[1]]) + splits <- sub("\\]", "", sub("\\[f", "", p[[1]])) %>% strsplit("<")[[1]] %>% as.numeric result <- c(result, feature_names[splits[1]+ 1]) } } - #1. Reduce, 2. %, 3. remove temp col, 4. reorder - bigger top + #1. Reduce, 2. %, 3. reorder - bigger top, 4. remove temp col data.table(Feature = result)[,.N, by = Feature][, Weight:= N /sum(N)][order(-rank(Weight))][,-2,with=F] } linearDump <- function(feature_names, text){ - which(text == "weight:") %>% {a=.+1;text[a:length(text)]} %>% as.numeric %>% data.table(Feature = feature_names, Weight = .) + which(text == "weight:") %>% {a=.+1; text[a:length(text)]} %>% as.numeric %>% data.table(Feature = feature_names, Weight = .) } \ No newline at end of file From 84fb89af708463cfbac7dc3363c0b345238022fa Mon Sep 17 00:00:00 2001 From: El Potaeto Date: Sun, 28 Dec 2014 11:30:55 +0100 Subject: [PATCH 09/10] fix small bug introduced in refactoring --- R-package/R/xgb.importance.R | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/R-package/R/xgb.importance.R b/R-package/R/xgb.importance.R index 88af8387a..f9bd40705 100644 --- a/R-package/R/xgb.importance.R +++ b/R-package/R/xgb.importance.R @@ -38,10 +38,9 @@ xgb.importance <- function(feature_names, filename_dump){ treeDump <- function(feature_names, text){ result <- c() for(line in text){ - m <- regexec("\\[f.*\\]", line) - p <- regmatches(line, m) + p <- regexec("\\[f.*\\]", line) %>% regmatches(line, .) if (length(p[[1]]) > 0) { - splits <- sub("\\]", "", sub("\\[f", "", p[[1]])) %>% strsplit("<")[[1]] %>% as.numeric + splits <- sub("\\[f", "", p[[1]]) %>% sub("\\]", "", .) %>% strsplit("<") %>% .[[1]] %>% as.numeric result <- c(result, feature_names[splits[1]+ 1]) } } @@ -50,5 +49,5 @@ treeDump <- function(feature_names, text){ } linearDump <- function(feature_names, text){ - which(text == "weight:") %>% {a=.+1; text[a:length(text)]} %>% as.numeric %>% data.table(Feature = feature_names, Weight = .) + which(text == "weight:") %>% {a=.+1;text[a:length(text)]} %>% as.numeric %>% data.table(Feature = feature_names, Weight = .) } \ No newline at end of file From 99af2c8ffd39bfc8e696646d6b24df2ab0a4fc99 Mon Sep 17 00:00:00 2001 From: El Potaeto Date: Sun, 28 Dec 2014 11:33:14 +0100 Subject: [PATCH 10/10] Documentation of the function --- R-package/R/xgb.importance.R | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/R-package/R/xgb.importance.R b/R-package/R/xgb.importance.R index f9bd40705..b971c58ff 100644 --- a/R-package/R/xgb.importance.R +++ b/R-package/R/xgb.importance.R @@ -1,7 +1,10 @@ #' Show importance of features in a model #' -#' Read a xgboost model in text file format. Return a data.table of the features with their weight. +#' Read a xgboost model in text file format. +#' Can be tree or linear model (text dump of linear model are only supported in dev version of Xgboost for now). #' +#' Return a data.table of the features with their weight. +#' #' #' @importFrom data.table data.table #' @importFrom magrittr %>% #' @importFrom data.table :=