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

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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.

Files in this package

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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