Causata: Analysis utilities for binary classification and Causata users.
Version 4.2-0

The Causata package provides utilities for extracting data from the Causata application, training binary classification models, and exporting models as PMML for scoring.

Browse man pages Browse package API and functions Browse package files

AuthorJustin Hemann, David Barker, Suzanne Weller, Jason McFall
Date of publication2016-12-05 18:28:46
MaintainerJustin Hemann <justinh@causata.com>
LicenseGPL
Version4.2-0
URL www.causata.com
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("Causata")

Man pages

BinaryCut: Cuts a numeric independent variable into bins.
BinaryPredictor: Univariate analysis for binary classification.
CausataConfig: Creates an object of class CausataConfig for working with...
CausataData: Creates an object of class CausataData for scoring in...
causata-package: Causata analysis utilities
CausataToRNames: Converts Causata system names to R-friendly column names.
CausataVariable: Creates an object of class CausataVariable for scoring in...
CleanNaFromContinuous: Replaces missing values in an array of numeric values.
CleanNaFromContinuousCausataData: Replaces missing values in an array of numeric values in a...
CleanNaFromFactor: Replaces missing values in a factor.
CleanNaFromFactorCausataData: Given a factor in a CausataData object, this replaces missing...
Config.CreatePrimaryVariable: Defines a Causata primary variable.
Config.DeleteVariable: Deletes a Causata variable.
Connect: Connect to Causata and extract data.
dfcausata: Example data for the Causata package.
Discretize.CausataData: Discretizes a continous variable in a CausataData object.
FocalPointQuery: Build a focal point query.
GetStratifiedSample: Gets a stratified sample of data from Causata
GetTransforms: GetTransforms
GetVariable: Get the CausataVariable for the named variable
GrepLoop: Searches for a list of patterns within a list of strings.
LoadCausataConfig: Load passwords and configuration data.
MergeLevels: Combines least-frequently occurring levels of a factor into...
MergeLevelsCausataData: Combines least-frequently occurring levels of a factor into...
ModelDefinition.Glmnet: Define model metadata.
predict.GlmnetModelDefinition: Generate predictions for a glmnet model.
PredictivePower: Predictive power for a single variable.
Query: Build queries to extract data from Causata.
ReadCausataCsv: Loads data from a Causata CSV file.
ReadCausataR: Parses an R file exported with Causata data.
ReplaceOutliers: Replaces outliers in a continuous variable.
ReplaceOutliersCausataData: Replace outliers in a CausataData object.
RToCausataNames: Converts R-friendly causata column names to the corresponding...
SampleStratified: Draws a random, stratified sample from a vector of indices.
ShortenStrings: Shortens strings by replacing the middle with a separator.
ToPmml: Generates a PMML representation of a model.
UploadModel: Loads a model definition into Causata for scoring.
VariableDefinition: Defines information for creating variables in Causata.
VariableList: Create lists of variables from Causata for queries.
Where: Query WHERE clause and comparison operations
Woe: Weight of evidence for each level of a factor.

Functions

AddLimitToFocalPointQuery Source code
AddToFocalPointQuery Source code
AddToQuery Source code
AddWhereToFocalPointQuery Source code
AddWithEventsToFocalPointQuery Source code
AddWithVariablesToFocalPointQuery Source code
ApplyColumnFilterReadCausataCsv Source code
Backtick Source code
BacktickCollapse Man page Source code
BasicPredictorChecks Source code
BeginningWith Man page Source code
Between Source code
BinaryCut Man page Source code
BinaryPredictor Man page Source code
BinaryPredictor.data.frame Man page Source code
BinaryPredictor.default Man page Source code
BinaryPredictor.factor Man page Source code
BinaryPredictor.numeric Man page Source code
Causata Man page
Causata-package Man page
CausataConfig Man page Source code
CausataData Man page Source code
CausataToRNames Man page Source code
CausataVariable Man page Source code
CleanNaFromContinuous Man page Source code Source code
CleanNaFromContinuous.CausataData Man page Source code
CleanNaFromContinuous.CausataVariable Source code
CleanNaFromContinuous.POSIXct Man page Source code
CleanNaFromContinuous.numeric Man page Source code
CleanNaFromContinuousFunction Source code
CleanNaFromContinuousTransform Source code
CleanNaFromFactor Man page Source code Source code
CleanNaFromFactor.CausataData Man page Source code
CleanNaFromFactor.CausataVariable Source code
CleanNaFromFactor.factor Man page Source code
CleanNaFromFactorTransform Source code
Close Man page Source code
Close.Connect Man page Source code
ColumnarTransformation Source code
Config.CreatePrimaryVariable Man page Source code
Config.DeleteVariable Man page Source code
Connect Man page Source code
DefaultResults Source code
DeleteModel Source code
Discretize Man page Source code
Discretize.CausataData Man page Source code
DiscretizeTransform Source code
EqualTo Man page Source code
EscapeQuotes Source code
FocalPointQuery Man page Source code
GetCardinalityClause Source code
GetCausataData Man page Source code
GetCausataData.Connect Man page Source code
GetData Man page Source code
GetData.Connect Man page Source code
GetFocalPointAttribute Source code
GetFocalPointWhereClause Source code
GetLimitClause Source code
GetMetadata Source code
GetMetadata.Connect Source code
GetModelUploadUrl Source code
GetNames Man page Source code
GetNames.Connect Man page Source code
GetQuery Man page Source code Source code
GetQuery.CausataData Man page Source code
GetQuery.ModelDefinition Man page Source code
GetRawData Man page Source code
GetRawData.Connect Man page Source code
GetSampledDataFrame Source code
GetStratifiedSample Man page Source code
GetTablesSelectClause Source code
GetTransformFunctionForVariable Source code
GetTransforms Man page Source code
GetTransforms.CausataData Man page Source code
GetVariable Man page Source code
GetVariable.CausataData Man page Source code
GetVariablesSelectClause Source code
GetWhereAndClauses Source code
GlmnetModelDefinition Man page
GreaterThan Man page Source code
GreaterThanOrEqualTo Man page Source code
GrepLoop Man page Source code
In Man page Source code
InsertPmmlHeader.VariableDefinition Source code
LessThan Man page Source code
LessThanOrEqualTo Man page Source code
Like Man page Source code
Limit Man page Source code
Limit.FocalPointQuery Source code
Limit.Query Man page Source code
Limit.numeric Source code
Limit<- Man page
Limit<-.Query Man page
Linearity Source code
LoadCausataConfig Man page Source code
MergeBinsByCount Source code
MergeBinsByWoe Source code
MergeLevels Man page Source code
MergeLevels.CausataData Man page Source code
MergeLevels.CausataVariable Source code
MergeLevels.factor Man page Source code
MergeLevelsTransform Source code
ModelDefinition Man page Source code
ModelDefinition.cv.glmnet Man page Source code
NotEqualTo Man page Source code
NumericOperator Source code
Operator Source code
Ops.FocalPointQuery Man page Source code
Ops.Query Man page Source code
PlotData Source code
PlotFactor Source code
PlotNumericBin Source code
PlotNumericGlm Source code
PredictivePower Man page Source code
PredictivePower.factor Man page Source code
PredictivePower.numeric Man page Source code
PredictivePowerCv Man page Source code
PrependRowNumber Source code
Query Man page Source code
QuoteString Source code
QuotedIfCharacter Source code
RToCausataNames Man page Source code
RVariableToCausata Source code
RawOperator Source code
ReadCausataCsv Man page Source code
ReadCausataR Man page Source code
Reclass.Connect Source code
ReclassVector Source code
ReplaceOutliers Man page Source code
ReplaceOutliers.CausataData Man page Source code
ReplaceOutliers.numeric Man page Source code
ReplaceOutliersTransform Source code
SampleStratified Man page Source code
SamplingProbabilities Source code
Sequence Source code
ShortenStrings Man page Source code
TextOperator Source code
ToPmml Man page Source code Source code
ToPmml.GlmnetModelDefinition Man page Source code
UploadModel Man page Source code
UploadModelWithValidation Man page Source code
ValidateModel Source code
VariableDefinition Man page Source code
VariableExists Source code
VariableLabelMatcher Source code
VariableMatcher Source code
Variables Man page Source code
Variables.FocalPointQuery Source code
Variables.Query Man page Source code
Variables.WithVariables Source code
Variables<- Man page
Variables<-.Query Man page
VectorizedFactorTransformation Source code
Vexclude Man page Source code
Vexclude.Connect Man page Source code
Vinclude Man page Source code
Vinclude.Connect Man page Source code
Vtime Man page Source code
Vtime.Connect Man page Source code
WaitForVariable Source code
Where Man page Source code
WithEvents Man page Source code
WithVariables Man page Source code
Woe Man page Source code
Woe.factor Man page Source code
addRegressionModelAttributes Source code
as.character.FocalPointQuery Man page Source code
as.character.Query Man page Source code
df.causata Man page
getBinnedVariableName Source code
getCrossTerms Source code
getVariableLabels Source code
insertDataDictionaryFieldForContinuous Source code
insertDataDictionaryFieldForNominal Source code
insertDiscretizedTransformation Source code
insertFactorTransformation Source code
insertHeaderExtension Source code
insertMiningFieldForContinuous Source code
insertMiningFieldForNominal Source code
insertRegressionModelAttributes Source code
insertTargetCategory Source code
is.CausataConfig Man page Source code
is.CausataVariable Source code
is.Connect Man page Source code
is.FocalPointQuery Man page Source code
is.Limit Source code
is.ModelDefinition Man page Source code
is.Query Man page Source code
is.RawOperator Source code
is.VariableDefinition Man page Source code
is.Where Source code
is.WithEvents Source code
is.WithVariables Source code
is.numeric.VariableDefinition Source code
plot.BinaryPredictor Man page Source code
predict.GlmnetModelDefinition Man page Source code
print.BinaryPredictorList Man page Source code
uploadFile Source code

Files

inst
inst/doc
inst/doc/Makefile
inst/doc/Causata-vignette.rnw
inst/doc/Causata-vignette.R
inst/doc/Causata-vignette.pdf
inst/doc/Causata-vignette
inst/doc/Causata-vignette/Causata-vignette.rnw
inst/doc/Causata-vignette/Causata-vignette-concordance.tex
inst/doc/Causata-vignette/Causata-vignette.pdf
inst/doc/Causata-vignette/figure
inst/doc/Causata-vignette/figure/roc-plot.pdf
inst/doc/Causata-vignette/figure/glmnet-diagnostic.pdf
inst/doc/Causata-vignette/Causata-vignette-fake.rnw
inst/doc/figure
inst/doc/figure/roc-plot.pdf
inst/doc/figure/glmnet-diagnostic.pdf
tests
tests/testBinaryCut.R
tests/testModelDefinition.R
tests/testPreprocess.R
tests/utils.R
tests/testCleanNaFromContinuous.R
tests/testQueryFunctions.R
tests/testReliableModelCreation.R
tests/testWoe.R
tests/testTransformationReplay.R
tests/testMergeLevels.R
tests/testFocalPointQuery.R
tests/testDiscretize.R
tests/testToPmml.R
tests/testQuery.R
tests/testCleanNaFromFactor.R
tests/testReliableVariableCreation.R
tests/testBinaryPredictor.R
tests/testGetStratifiedSample.R
tests/testUploadGlmnetModel.R
tests/testPredictivePower.R
NAMESPACE
integration_tests
integration_tests/testGetStratifiedSample.R
NEWS
data
data/df.causata.RData
R
R/Preprocess.R
R/Config.R
R/BinaryPredictor.R
R/MergeLevels.R
R/ReadCausataCsv.R
R/ReadCausataR.R
R/testSuite
R/testSuite/RunAllTests.R
R/QueryFunctions.R
R/BinaryCut.R
R/GlmnetToPMML.R
R/VariableList.R
R/CleanNaFromContinuous.R
R/ReplaceOutliers.R
R/ShortenStrings.R
R/FocalPointQuery.R
R/PredictivePower.R
R/Woe.R
R/GetStratifiedSample.R
R/CleanNaFromFactor.R
R/Query.R
R/Connect.R
R/SampleStratified.R
vignettes
vignettes/Causata-vignette.rnw
vignettes/Causata-vignette-concordance.tex
MD5
README
build
build/vignette.rds
DESCRIPTION
man
man/PredictivePower.Rd
man/CausataVariable.Rd
man/CleanNaFromContinuousCausataData.Rd
man/GetStratifiedSample.Rd
man/Query.Rd
man/GrepLoop.Rd
man/Where.Rd
man/CausataData.Rd
man/MergeLevelsCausataData.Rd
man/Config.DeleteVariable.Rd
man/CleanNaFromFactorCausataData.Rd
man/ModelDefinition.Glmnet.Rd
man/LoadCausataConfig.Rd
man/predict.GlmnetModelDefinition.Rd
man/GetTransforms.Rd
man/UploadModel.Rd
man/SampleStratified.Rd
man/CausataConfig.Rd
man/ReplaceOutliersCausataData.Rd
man/Discretize.CausataData.Rd
man/CleanNaFromFactor.Rd
man/ReplaceOutliers.Rd
man/causata-package.Rd
man/BinaryPredictor.Rd
man/FocalPointQuery.Rd
man/ToPmml.Rd
man/CausataToRNames.Rd
man/CleanNaFromContinuous.Rd
man/RToCausataNames.Rd
man/ReadCausataCsv.Rd
man/ShortenStrings.Rd
man/ReadCausataR.Rd
man/MergeLevels.Rd
man/Connect.Rd
man/BinaryCut.Rd
man/Config.CreatePrimaryVariable.Rd
man/GetVariable.Rd
man/dfcausata.Rd
man/VariableDefinition.Rd
man/Woe.Rd
man/VariableList.Rd
.Rinstignore
Causata documentation built on May 19, 2017, 2:17 p.m.