Man pages for lightgbm
Light Gradient Boosting Machine

agaricus.testTest part from Mushroom Data Set
agaricus.trainTraining part from Mushroom Data Set
bankBank Marketing Data Set
dimDimensions of an 'lgb.Dataset'
dimnames.lgb.DatasetHandling of column names of 'lgb.Dataset'
get_fieldGet one attribute of a 'lgb.Dataset'
getinfoGet information of an 'lgb.Dataset' object
lgb.convert_with_rulesData preparator for LightGBM datasets with rules (integer)
lgb.cvMain CV logic for LightGBM
lgb.DatasetConstruct 'lgb.Dataset' object
lgb.Dataset.constructConstruct Dataset explicitly
lgb.Dataset.create.validConstruct validation data
lgb.Dataset.saveSave 'lgb.Dataset' to a binary file
lgb.Dataset.set.categoricalSet categorical feature of 'lgb.Dataset'
lgb.Dataset.set.referenceSet reference of 'lgb.Dataset'
lgb.dumpDump LightGBM model to json
lgb.get.eval.resultGet record evaluation result from booster
lgb.importanceCompute feature importance in a model
lgb.interpreteCompute feature contribution of prediction
lgb.loadLoad LightGBM model
lgb.model.dt.treeParse a LightGBM model json dump
lgb.plot.importancePlot feature importance as a bar graph
lgb.plot.interpretationPlot feature contribution as a bar graph
lgb.saveSave LightGBM model
lgb_shared_dataset_paramsShared Dataset parameter docs
lgb_shared_paramsShared parameter docs
lgb.trainMain training logic for LightGBM
lgb.unloaderRemove lightgbm and its objects from an environment
lightgbmTrain a LightGBM model
predict.lgb.BoosterPredict method for LightGBM model
readRDS.lgb.BoosterreadRDS for 'lgb.Booster' models
saveRDS.lgb.BoostersaveRDS for 'lgb.Booster' models
set_fieldSet one attribute of a 'lgb.Dataset' object
setinfoSet information of an 'lgb.Dataset' object
sliceSlice a dataset
lightgbm documentation built on Oct. 10, 2022, 5:07 p.m.