Scalable, distributable, fast, and extensible Data Analysis in R

[Up] [Top]

Documentation for package ‘RevoScaleR’ version 9.3.0

Help Pages

A C D E F G H I K L M N P R S T X misc

RevoScaleR-package RevoScaleR: Scalable Data Management and Analysis and High Performance Computing from Microsoft Corporation

-- A --

AirlineData87to08 Airline On-Time Performance Data
AirlineData87to08.xdf Airline On-Time Performance Data
AirlineDemo1kNoMissing.csv Small Airline Demonstration File
AirlineDemoSmall Small Airline Demonstration File
AirlineDemoSmall.csv Small Airline Demonstration File
AirlineDemoSmall.xdf Small Airline Demonstration File
AirlineDemoSmallUC.xdf Small Airline Demonstration File
AirOnTime7Pct Airline On-Time Performance Data
AirOnTime7Pct.xdf Airline On-Time Performance Data
AirOnTime87to12 Airline On-Time Performance Data
AirOnTime87to12.xdf Airline On-Time Performance Data
as.data.frame.rxCube Cross Tabulation
as.data.frame.rxRoc Receiver Operating Characteristic (ROC) computations and plot
as.gbm Conversion of an rxBTrees, rxDTree, or rpart object to an gbm Object
as.gbm.rpart Conversion of an rxBTrees, rxDTree, or rpart object to an gbm Object
as.gbm.rxBTrees Conversion of an rxBTrees, rxDTree, or rpart object to an gbm Object
as.gbm.rxDTree Conversion of an rxBTrees, rxDTree, or rpart object to an gbm Object
as.glm Conversion of a RevoScaleR rxLogit or rxGlm object to a glm Object
as.glm.rxGlm Conversion of a RevoScaleR rxLogit or rxGlm object to a glm Object
as.glm.rxLogit Conversion of a RevoScaleR rxLogit or rxGlm object to a glm Object
as.kmeans Conversion of a RevoScaleR rxKmeans object to a kmeans Object
as.kmeans.rxKmeans Conversion of a RevoScaleR rxKmeans object to a kmeans Object
as.list.rxCrossTabs Cross Tabulation
as.lm Conversion of a RevoScaleR rxLinMod object to an lm Object
as.lm.rxLinMod Conversion of a RevoScaleR rxLinMod object to an lm Object
as.naiveBayes Conversion of a RevoScaleR rxNaiveBayes object to a e1071 naiveBayes object
as.naiveBayes.rxNaiveBayes Conversion of a RevoScaleR rxNaiveBayes object to a e1071 naiveBayes object
as.randomForest Conversion of an rxDForest, rxDTree, or rpart object to an randomForest Object
as.randomForest.rpart Conversion of an rxDForest, rxDTree, or rpart object to an randomForest Object
as.randomForest.rxDForest Conversion of an rxDForest, rxDTree, or rpart object to an randomForest Object
as.randomForest.rxDTree Conversion of an rxDForest, rxDTree, or rpart object to an randomForest Object
as.rpart Conversion of a RevoScaleR rxDTree object to an rpart Object
as.rpart.rxDTree Conversion of a RevoScaleR rxDTree object to an rpart Object
as.xtabs Conversion of a RevoScaleR Cross Tabulation Object to an xtabs Object
as.xtabs.rxCrossTabs Conversion of a RevoScaleR Cross Tabulation Object to an xtabs Object
as.xtabs.rxCube Conversion of a RevoScaleR Cross Tabulation Object to an xtabs Object

-- C --

CensusUS5Pct2000 IPUMS 2000 U.S. Census Data
CensusUS5Pct2000.xdf IPUMS 2000 U.S. Census Data
CensusWorkers Subset of IPUMS 2000 U.S. Census Data
CensusWorkers.xdf Subset of IPUMS 2000 U.S. Census Data
claims Auto Insurance Claims Data
claims.txt Auto Insurance Claims Data
claims.xdf Auto Insurance Claims Data
claimsExtra.txt Auto Insurance Claims Data
colnames-method Class RxXdfData

-- D --

dim-method Class RxXdfData
dimnames-method Class RxXdfData
DJIAdaily Dow Jones Industrial Average Data
DJIAdaily.xdf Dow Jones Industrial Average Data
doPreJobValidation-method Class RxInSqlServer

-- E --

ExecBy Partition Data by Key Values and Execute User Function on Each Partition

-- F --

formula-method Class RxXdfData

-- G --

GetPartitions Get Partitions of a Partitioned Xdf Data Source

-- H --

head.RxOdbcData Generate ODBC Data Source Object
head.RxSasData Generate SAS Data Source Object
head.RxSpssData Generate SPSS Data Source Object
head.RxSqlServerData Generate SqlServer Data Source Object
head.RxTeradata Generate Teradata Data Source Object
head.RxXdfData Generate Xdf Data Source Object

-- I --

initialize-method Class RxInSqlServer

-- K --

kyphosis.xdf Data on a Post-Operative Spinal Defect

-- L --

length-method Class RxXdfData

-- M --

mean.rxCrossTabs Cross Tabulation
mortDefaultSmall Smaller Mortgage Default Demonstration Data
mortDefaultSmall.xdf Smaller Mortgage Default Demonstration Data
mortDefaultSmall2000.csv Smaller Mortgage Default Demonstration Data
mortDefaultSmall2001.csv Smaller Mortgage Default Demonstration Data
mortDefaultSmall2002.csv Smaller Mortgage Default Demonstration Data
mortDefaultSmall2003.csv Smaller Mortgage Default Demonstration Data
mortDefaultSmall2004.csv Smaller Mortgage Default Demonstration Data
mortDefaultSmall2005.csv Smaller Mortgage Default Demonstration Data
mortDefaultSmall2006.csv Smaller Mortgage Default Demonstration Data
mortDefaultSmall2007.csv Smaller Mortgage Default Demonstration Data
mortDefaultSmall2008.csv Smaller Mortgage Default Demonstration Data
mortDefaultSmall2009.csv Smaller Mortgage Default Demonstration Data

-- N --

names-method Class RxDataSource
names-method Class RxXdfData
names<--method Class RxXdfData

-- P --

Partition Partition Data by Key Values and Save the results to a Partitioned .Xdf
plot.rxBTrees Parallel External Memory Algorithm for Stochastic Gradient Boosted Decision Trees
plot.rxDForest Parallel External Memory Algorithm for Classification and Regression Decision Forests
plot.rxLorenz Lorenz Curve and Gini Coefficient
plot.rxRoc Receiver Operating Characteristic (ROC) computations and plot
pow Formula Expression Functions for RevoScaleR
print.rxBTrees Parallel External Memory Algorithm for Stochastic Gradient Boosted Decision Trees
print.rxCovCor Covariance/Correlation Matrix
print.rxCrossTabs Cross Tabulation
print.rxCube Cross Tabulation
print.rxDForest Parallel External Memory Algorithm for Classification and Regression Decision Forests
print.rxDTree Parallel External Memory Algorithm for Classification and Regression Trees
print.RxFileSystem RevoScaleR File System object generator
print.RxHdfsFileSystem RevoScaleR HDFS File System object generator
print.rxKmeans K-Means Clustering
print.rxMultiTest Multiple Variable Independence Tests
print.rxNaiveBayes Parallel External Memory Algorithm for Naive Bayes Classifiers
print.rxPairwiseCrossTabList Apply Function to Pairwise Combinations of an xtabs Object
print.rxPairwiseCrossTabTable Apply Function to Pairwise Combinations of an xtabs Object
prune.rxDTree Pruning an rxDTree Decision Tree

-- R --

RevoScaleR RevoScaleR: Scalable Data Management and Analysis and High Performance Computing from Microsoft Corporation
row.names-method Class RxXdfData
rxAddInheritance Add Inheritance to Compatible Objects
rxAddInheritance.default Add Inheritance to Compatible Objects
rxAddInheritance.rxDTree Add Inheritance to Compatible Objects
rxAuc Receiver Operating Characteristic (ROC) computations and plot
rxAuc.rxRoc Receiver Operating Characteristic (ROC) computations and plot
rxBTrees Parallel External Memory Algorithm for Stochastic Gradient Boosted Decision Trees
rxCancelJob Cancel Distributed Computing Job
rxCancelJob-method Cancel Distributed Computing Job
rxChiSquaredTest Chi-squared Test, Fisher's Exact Test, and Kendall's Tau Rank Correlation Coefficient
rxCleanupJobs Cleanup of a Distributed Computing Job or Jobs.
rxClose Managing RevoScaleR Data Source Objects
rxClose-method Managing RevoScaleR Data Source Objects
rxClose-methods Managing RevoScaleR Data Source Objects
rxCompareContexts Compare Two Compute Context Objects
rxCompressXdf Compress .xdf files
RxComputeContext RevoScaleR Compute Contexts: Class Generator
RxComputeContext-class Class RxComputeContext
rxCor Covariance/Correlation Matrix
rxCorCoef Covariance and Correlation Matrices for Linear Model Coefficients and Explanatory Variables
rxCorCoef.rxGlm Covariance and Correlation Matrices for Linear Model Coefficients and Explanatory Variables
rxCorCoef.rxLinMod Covariance and Correlation Matrices for Linear Model Coefficients and Explanatory Variables
rxCorCoef.rxLogit Covariance and Correlation Matrices for Linear Model Coefficients and Explanatory Variables
rxCorData Covariance and Correlation Matrices for Linear Model Coefficients and Explanatory Variables
rxCorData.rxLinMod Covariance and Correlation Matrices for Linear Model Coefficients and Explanatory Variables
rxCorData.rxLogit Covariance and Correlation Matrices for Linear Model Coefficients and Explanatory Variables
rxCov Covariance/Correlation Matrix
rxCovCoef Covariance and Correlation Matrices for Linear Model Coefficients and Explanatory Variables
rxCovCoef.rxGlm Covariance and Correlation Matrices for Linear Model Coefficients and Explanatory Variables
rxCovCoef.rxLinMod Covariance and Correlation Matrices for Linear Model Coefficients and Explanatory Variables
rxCovCoef.rxLogit Covariance and Correlation Matrices for Linear Model Coefficients and Explanatory Variables
rxCovCor Covariance/Correlation Matrix
rxCovData Covariance and Correlation Matrices for Linear Model Coefficients and Explanatory Variables
rxCovData.rxLinMod Covariance and Correlation Matrices for Linear Model Coefficients and Explanatory Variables
rxCovData.rxLogit Covariance and Correlation Matrices for Linear Model Coefficients and Explanatory Variables
rxCreateColInfo Function to generate a 'colInfo' list from a data source
rxCrossTabs Cross Tabulation
rxCube Cross Tabulation
rxDataFrameToXdf Deprecated functions in RevoScaleR
RxDataSource RevoScaleR Data Source: Class Generator
RxDataSource-class Class RxDataSource
rxDataStep Data Step for RevoScaleR data sources
rxDataStepXdf Deprecated functions in RevoScaleR
rxDeleteObject Manage R objects in ODBC Data Sources
rxDForest Parallel External Memory Algorithm for Classification and Regression Decision Forests
rxDForestUtils Utility Functions for rxDForest
RxDistributedHpa-class Class RxDistributedHpa
rxDistributeJob Distribute job across nodes of a cluster
rxDTree Parallel External Memory Algorithm for Classification and Regression Trees
rxDTreeBestCp Find the Best Value of cp for Pruning rxDTree Object
rxElemArg Helper function for rxExec arguments
rxExec Run A Function on Multiple Nodes or Cores
rxExecBy Partition Data by Key Values and Execute User Function on Each Partition
rxExecByPartition RevoScaleR By Group Parallelism
rxExecuteSQLDDL Execute SQL Command for Data Manipulation, Definition, or Control
rxExecuteSQLDDL-method Execute SQL Command for Data Manipulation, Definition, or Control
rxFactors Factor Variable Recoding
RxFileData-class Class RxFileData
RxFileSystem RevoScaleR File System object generator
rxFindFileInPath Finds where in a given path a file is.
rxFindPackage Find Packages for Compute Context
rxFisherTest Chi-squared Test, Fisher's Exact Test, and Kendall's Tau Rank Correlation Coefficient
RxForeachDoPar Generate RxForeachDoPar Compute Context
RxForeachDoPar-class Class RxForeachDoPar
rxFormula Formula Syntax for RevoScaleR Analysis Functions
rxGetAvailableNodes Gets a list of operational nodes on a cluster.
rxGetComputeContext Get and Set the compute context
rxGetEnableThreadPool Get or Set Thread Pool State
rxGetFileSystem Set and Get RevoScaleR File System
rxGetFuzzyDist Fuzzy distances for a character vector
rxGetFuzzyKeys Fuzzy keys for a character vector
rxGetInfo Get Data Source Information
rxGetInfoXdf Defunct functions in RevoScaleR
rxGetJobInfo Get Job Information from Distributed Computing Job
rxGetJobOutput Get Console Output from Distributed Computing Job
rxGetJobResults Obtain Distributed Computing Job Status and Results
rxGetJobs Get Distributed Computing Jobs
rxGetJobs-method Get Distributed Computing Jobs
rxGetJobStatus Obtain Distributed Computing Job Status and Results
rxGetNodeInfo Provides information about all nodes on a cluster.
rxGetNodes Deprecated functions in RevoScaleR
rxGetOption Global Options for RevoScaleR
rxGetPartitions Get Partitions of a Partitioned Xdf Data Source
rxGetSparklyrConnection Get sparklyr connection from Spark compute context
rxGetTree Utility Functions for rxDForest
rxGetVarInfo Get Variable Information for a Data Source
rxGetVarInfoXdf Defunct functions in RevoScaleR
rxGetVarNames Variable names for a data source or data frame
rxGini Lorenz Curve and Gini Coefficient
rxGini.rxLorenz Lorenz Curve and Gini Coefficient
rxGlm Generalized Linear Models
rxHadoopCommand Execute Hadoop Commands
rxHadoopCopy Execute Hadoop Commands
rxHadoopCopyFromClient Execute Hadoop Commands
rxHadoopCopyFromLocal Execute Hadoop Commands
rxHadoopCopyToLocal Execute Hadoop Commands
rxHadoopFileExists Execute Hadoop Commands
rxHadoopListFiles Execute Hadoop Commands
rxHadoopMakeDir Execute Hadoop Commands
rxHadoopMove Execute Hadoop Commands
RxHadoopMR Deprecated functions in RevoScaleR
rxHadoopRemove Execute Hadoop Commands
rxHadoopRemoveDir Execute Hadoop Commands
rxHadoopVersion Execute Hadoop Commands
rxHdfsConnect Establish a Connection to the Hadoop Distributed File System
RxHdfsFileSystem RevoScaleR HDFS File System object generator
rxHistogram Histogram
RxHiveData Generate Hive, Parquet or ORC Data Source Object
RxHpcServer Deprecated functions in RevoScaleR
RxHpcServer-class Class RxHpcServer
rxImport Import Data to .xdf or data frame
rxImportToXdf Deprecated functions in RevoScaleR
RxInSqlServer Generate SQL Server In-Database Compute Context
RxInSqlServer-class Class RxInSqlServer
rxInstalledPackages Installed Packages for Compute Context
rxInstallPackages Install Packages for Compute Context
rxIsDistributedContext Distribute job across nodes of a cluster
rxIsExpressEdition Global Options for RevoScaleR
rxIsOpen Managing RevoScaleR Data Source Objects
rxIsOpen-method Managing RevoScaleR Data Source Objects
rxIsOpen-methods Managing RevoScaleR Data Source Objects
rxKendallCor Chi-squared Test, Fisher's Exact Test, and Kendall's Tau Rank Correlation Coefficient
rxKmeans K-Means Clustering
rxLaunchClusterJobManager Launches the job management UI for a compute context.
rxLaunchClusterJobManager-method Launches the job management UI for a compute context.
rxLeafSize Utility Functions for rxDForest
rxLinePlot Line Plot
rxLinMod Linear Models
rxListKeys Manage R objects in ODBC Data Sources
RxLocalParallel Generate Local Parallel Compute Context
RxLocalParallel-class Class RxLocalParallel
RxLocalSeq Generate Local Compute Context
RxLocalSeq-class Class RxLocalSeq
rxLocateFile Find File on a Given Data Path
rxLogit Logistic Regression
rxLorenz Lorenz Curve and Gini Coefficient
rxMakeRNodeNames Converts valid computer names into valid R variable names.
rxMarginals Marginal Table Statistics
rxMarginals.rxCrossTabs Marginal Table Statistics
rxMerge Merge two data sources
rxMergeXdf Merge two data sources
rxMultiTest Multiple Variable Independence Tests
rxNaiveBayes Parallel External Memory Algorithm for Naive Bayes Classifiers
RxNativeFileSystem RevoScaleR Native File System Object Generator
rxNewDataSource RevoScaleR Data Sources: Class Generator
rxNewDataSource-method RevoScaleR Data Sources: Class Generator
rxOAuthParameters OAuth2 Token request
RxOdbcData Generate ODBC Data Source Object
RxOdbcData-class Class RxOdbcData
rxOddsRatio Relative Risk Ratio and Odds Ratio
rxOpen Managing RevoScaleR Data Source Objects
rxOpen-method Managing RevoScaleR Data Source Objects
rxOpen-methods Managing RevoScaleR Data Source Objects
rxOptions Global Options for RevoScaleR
RxOrcData Generate Hive, Parquet or ORC Data Source Object
rxPackage R Package Management in SQL Server
rxPairwiseCrossTab Apply Function to Pairwise Combinations of an xtabs Object
RxParquetData Generate Hive, Parquet or ORC Data Source Object
rxPartition Partition Data by Key Values and Save the results to a Partitioned .Xdf
rxPingNodes Simple Test of Compute Cluster Nodes
rxPredict Predicted Values and Residuals for rxLinMod, rxLogit, and rxGlm
rxPredict.default Predicted Values and Residuals for rxLinMod, rxLogit, and rxGlm
rxPredict.rxBTrees Prediction for Large Data Classification and Regression Forests
rxPredict.rxDForest Prediction for Large Data Classification and Regression Forests
rxPredict.rxDTree Prediction for Large Data Classification and Regression Trees
rxPredict.rxNaiveBayes Prediction for Large Data Naive Bayes Classifiers
rxPrivacyControl Changes the opt in state for anonymous data usage collection.
rxQuantile Approximate Quantiles for .xdf Files and Data Frames
rxReadNext Managing RevoScaleR Data Source Objects
rxReadNext-method Managing RevoScaleR Data Source Objects
rxReadNext-methods Managing RevoScaleR Data Source Objects
rxReadObject Manage R objects in ODBC Data Sources
rxReadXdf Read .xdf File
rxRealTimeScoring Real-time scoring in SQL Server ML Services
rxRemoteCall Remote calling mechanism for distributed computing.
rxRemoteFilePath Merge path using the remote platform's separator.
rxRemoteGetId Provides a unique identifier for the process.
rxRemoteHadoopMRCall Remote calling mechanism for distributed computing on Hadoop MapReduce clusters.
rxRemovePackages Remove Packages from Compute Context
rxResultsDF Crosstab Counts or Sums Data Frame
rxResultsDF.rxCrossTabs Crosstab Counts or Sums Data Frame
rxResultsDF.rxCube Crosstab Counts or Sums Data Frame
rxResultsDF.rxLinMod Crosstab Counts or Sums Data Frame
rxResultsDF.rxLogit Crosstab Counts or Sums Data Frame
rxResultsDF.rxSummary Crosstab Counts or Sums Data Frame
rxRiskRatio Relative Risk Ratio and Odds Ratio
rxRngDelStream Parallel Random Number Generation
rxRngGetStream Parallel Random Number Generation
rxRngNewStream Parallel Random Number Generation
rxRngSetStream Parallel Random Number Generation
rxRoc Receiver Operating Characteristic (ROC) computations and plot
rxRocCurve Receiver Operating Characteristic (ROC) computations and plot
rxRTS Real-time scoring in SQL Server ML Services
RxSasData Generate SAS Data Source Object
RxSasData-class Class RxSasData
rxSerializeModel RevoScaleR Model Serialization and Unserialization
rxSetComputeContext Get and Set the compute context
rxSetEnableThreadPool Get or Set Thread Pool State
rxSetFileSystem Set and Get RevoScaleR File System
rxSetInfo Set info such as a description
rxSetVarInfo Set Variable Information for .xdf File or Data Frame
rxSetVarInfoXdf Set Variable Information for .xdf File or Data Frame
rxSort Variable sorting of an .xdf file or data frame.
rxSortXdf Deprecated functions in RevoScaleR
RxSpark Create Spark compute context, connect and disconnect a Spark application
RxSpark-class Class RxSpark
rxSparkCacheData Set the Cache Flag in Spark Compute Context
rxSparkConnect Create Spark compute context, connect and disconnect a Spark application
rxSparkDisconnect Create Spark compute context, connect and disconnect a Spark application
rxSparkListData Manage Cached Data in Spark
rxSparkRemoveData Manage Cached Data in Spark
rxSplit Split a Single Data Set into Multiple Sets
rxSplitXdf Split a Single Data Set into Multiple Sets
RxSpssData Generate SPSS Data Source Object
RxSpssData-class Class RxSpssData
rxSqlLibPaths Search Paths for Packages in SQL compute context
RxSqlServerData Generate SqlServer Data Source Object
RxSqlServerData-class Class RxSqlServerData
rxSqlServerDropTable rxSqlServerDropTable
rxSqlServerTableExists rxSqlServerDropTable
rxSSCP Covariance/Correlation Matrix
rxStepControl Control for Stepwise Regression
rxStepPlot Step Plot
rxStopEngine Stop Distributed Computing Engine
rxStopEngine-method Stop Distributed Computing Engine
rxSummary Object Summaries
rxSyncPackages Synchronize Packages for Compute Context
RxTeradata Generate Teradata Data Source Object
RxTeradata-class Class RxTeradata
rxTeradataDropTable rxTeradataSql
rxTeradataSql rxTeradataSql
rxTeradataTableExists rxTeradataSql
RxTextData Generate Text Data Source Object
RxTextData-class Class RxTextData
rxTextToXdf Text File Data Import (to .xdf)
rxTlcBridge TLC Bridge
rxTransform Dynamic Variable Transformation Functions
rxTreeDepth Utility Functions for rxDForest
rxTreeSize Utility Functions for rxDForest
rxTweedie Tweedie Generalized Linear Models
rxUnserializeModel RevoScaleR Model Serialization and Unserialization
rxVarImpPlot Utility Functions for rxDForest
rxVarUsed Utility Functions for rxDForest
rxWaitForJob Wait for Distributed Job to Complete
rxWaitForJob-method Wait for Distributed Job to Complete
rxWriteNext Managing RevoScaleR Data Source Objects
rxWriteNext-method Managing RevoScaleR Data Source Objects
rxWriteNext-methods Managing RevoScaleR Data Source Objects
rxWriteObject Manage R objects in ODBC Data Sources
RxXdfData Generate Xdf Data Source Object
RxXdfData-class Class RxXdfData
rxXdfFileName Retrieve .xdf file name
rxXdfFileName-method Retrieve .xdf file name
rxXdfFileName-methods Retrieve .xdf file name
rxXdfToDataFrame Deprecated functions in RevoScaleR
rxXdfToText Export .xdf File to Delimited Text File

-- S --

show-method Class RxComputeContext
show-method Class RxDataSource
show-method Class RxDistributedHpa
show-method Class RxFileData
show-method Class RxForeachDoPar
show-method Class RxHpcServer
show-method Class RxInSqlServer
show-method Class RxLocalParallel
show-method Class RxLocalSeq
show-method Class RxOdbcData
show-method Class RxSasData
show-method Class RxSpark
show-method Class RxSpssData
show-method Class RxSqlServerData
show-method Class RxTeradata
show-method Class RxTextData
show-method Class RxXdfData
str-method Class RxXdfData
subset.rxCube Cross Tabulation
summary.rxCrossTabs Cross Tabulation
summary.rxCube Cross Tabulation
summary.RxXdfData Generate Xdf Data Source Object

-- T --

tail.RxOdbcData Generate ODBC Data Source Object
tail.RxSasData Generate SAS Data Source Object
tail.RxSpssData Generate SPSS Data Source Object
tail.RxSqlServerData Generate SqlServer Data Source Object
tail.RxTeradata Generate Teradata Data Source Object
tail.RxXdfData Generate Xdf Data Source Object
transformFunc Dynamic Variable Transformation Functions
transformVars Dynamic Variable Transformation Functions

-- X --

XdfData Generate Xdf Data Source Object

-- misc --

"RevoScaleR-defunct" Defunct functions in RevoScaleR
"RevoScaleR-deprecated" Deprecated functions in RevoScaleR
[.rxCube Cross Tabulation