Causata: Analysis utilities for binary classification and Causata users.

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

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
www.causata.com

View on CRAN

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

as.character.FocalPointQuery Man page
as.character.Query Man page
BacktickCollapse Man page
BeginningWith Man page
BinaryCut Man page
BinaryPredictor Man page
BinaryPredictor.data.frame Man page
BinaryPredictor.default Man page
BinaryPredictor.factor Man page
BinaryPredictor.numeric Man page
Causata Man page
CausataConfig Man page
CausataData Man page
Causata-package Man page
CausataToRNames Man page
CausataVariable Man page
CleanNaFromContinuous Man page
CleanNaFromContinuous.CausataData Man page
CleanNaFromContinuous.numeric Man page
CleanNaFromContinuous.POSIXct Man page
CleanNaFromFactor Man page
CleanNaFromFactor.CausataData Man page
CleanNaFromFactor.factor Man page
Close Man page
Close.Connect Man page
Config.CreatePrimaryVariable Man page
Config.DeleteVariable Man page
Connect Man page
df.causata Man page
Discretize Man page
Discretize.CausataData Man page
EqualTo Man page
FocalPointQuery Man page
GetCausataData Man page
GetCausataData.Connect Man page
GetData Man page
GetData.Connect Man page
GetNames Man page
GetNames.Connect Man page
GetQuery Man page
GetQuery.CausataData Man page
GetQuery.ModelDefinition Man page
GetRawData Man page
GetRawData.Connect Man page
GetStratifiedSample Man page
GetTransforms Man page
GetTransforms.CausataData Man page
GetVariable Man page
GetVariable.CausataData Man page
GlmnetModelDefinition Man page
GreaterThan Man page
GreaterThanOrEqualTo Man page
GrepLoop Man page
In Man page
is.CausataConfig Man page
is.Connect Man page
is.FocalPointQuery Man page
is.ModelDefinition Man page
is.Query Man page
is.VariableDefinition Man page
LessThan Man page
LessThanOrEqualTo Man page
Like Man page
Limit Man page
Limit<- Man page
Limit<-.Query Man page
Limit.Query Man page
LoadCausataConfig Man page
MergeLevels Man page
MergeLevels.CausataData Man page
MergeLevels.factor Man page
ModelDefinition Man page
ModelDefinition.cv.glmnet Man page
NotEqualTo Man page
Ops.FocalPointQuery Man page
Ops.Query Man page
plot.BinaryPredictor Man page
predict.GlmnetModelDefinition Man page
PredictivePower Man page
PredictivePowerCv Man page
PredictivePower.factor Man page
PredictivePower.numeric Man page
print.BinaryPredictorList Man page
Query Man page
ReadCausataCsv Man page
ReadCausataR Man page
ReplaceOutliers Man page
ReplaceOutliers.CausataData Man page
ReplaceOutliers.numeric Man page
RToCausataNames Man page
SampleStratified Man page
ShortenStrings Man page
ToPmml Man page
ToPmml.GlmnetModelDefinition Man page
UploadModel Man page
UploadModelWithValidation Man page
VariableDefinition Man page
Variables Man page
Variables<- Man page
Variables<-.Query Man page
Variables.Query Man page
Vexclude Man page
Vexclude.Connect Man page
Vinclude Man page
Vinclude.Connect Man page
Vtime Man page
Vtime.Connect Man page
Where Man page
WithEvents Man page
WithVariables Man page
Woe Man page
Woe.factor Man page

Files

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

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