Analysis utilities for binary classification and Causata users.


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Documentation for package ‘Causata’ version 4.2-0

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A B C D E F G I L M N O P Q R S T U V W

Causata-package Causata analysis utilities

-- A --

as.character.FocalPointQuery Build a focal point query.
as.character.Query Build queries to extract data from Causata.

-- B --

BacktickCollapse Create lists of variables from Causata for queries.
BeginningWith Query WHERE clause and comparison operations
BinaryCut Cuts a numeric independent variable into bins.
BinaryPredictor Univariate analysis for binary classification.
BinaryPredictor.data.frame Univariate analysis for binary classification.
BinaryPredictor.default Univariate analysis for binary classification.
BinaryPredictor.factor Univariate analysis for binary classification.
BinaryPredictor.numeric Univariate analysis for binary classification.

-- C --

Causata Causata analysis utilities
CausataConfig Creates an object of class CausataConfig for working with Causata from within R.
CausataData Creates an object of class CausataData for scoring in Causata.
CausataToRNames Converts Causata system names to R-friendly column names.
CausataVariable Creates an object of class CausataVariable for scoring in Causata.
CleanNaFromContinuous Replaces missing values in an array of numeric values.
CleanNaFromContinuous.CausataData Replaces missing values in an array of numeric values in a CausataData object.
CleanNaFromContinuous.numeric Replaces missing values in an array of numeric values.
CleanNaFromContinuous.POSIXct Replaces missing values in an array of numeric values.
CleanNaFromFactor Replaces missing values in a factor.
CleanNaFromFactor.CausataData Given a factor in a CausataData object, this replaces missing values.
CleanNaFromFactor.factor Replaces missing values in a factor.
Close Connect to Causata and extract data.
Close.Connect Connect to Causata and extract data.
Config.CreatePrimaryVariable Defines a Causata primary variable.
Config.DeleteVariable Deletes a Causata variable.
Connect Connect to Causata and extract data.

-- D --

df.causata Example data for the Causata package.
Discretize Discretizes a continous variable in a CausataData object.
Discretize.CausataData Discretizes a continous variable in a CausataData object.

-- E --

EqualTo Query WHERE clause and comparison operations

-- F --

FocalPointQuery Build a focal point query.

-- G --

GetCausataData Connect to Causata and extract data.
GetCausataData.Connect Connect to Causata and extract data.
GetData Connect to Causata and extract data.
GetData.Connect Connect to Causata and extract data.
GetNames Connect to Causata and extract data.
GetNames.Connect Connect to Causata and extract data.
GetQuery Connect to Causata and extract data.
GetQuery.CausataData Connect to Causata and extract data.
GetQuery.ModelDefinition Define model metadata.
GetRawData Connect to Causata and extract data.
GetRawData.Connect Connect to Causata and extract data.
GetStratifiedSample Gets a stratified sample of data from Causata
GetTransforms GetTransforms
GetTransforms.CausataData GetTransforms
GetVariable Get the CausataVariable for the named variable
GetVariable.CausataData Get the CausataVariable for the named variable
GlmnetModelDefinition Define model metadata.
GreaterThan Query WHERE clause and comparison operations
GreaterThanOrEqualTo Query WHERE clause and comparison operations
GrepLoop Searches for a list of patterns within a list of strings.

-- I --

In Query WHERE clause and comparison operations
is.CausataConfig Creates an object of class CausataConfig for working with Causata from within R.
is.Connect Connect to Causata and extract data.
is.FocalPointQuery Build a focal point query.
is.ModelDefinition Define model metadata.
is.Query Build queries to extract data from Causata.
is.VariableDefinition Defines information for creating variables in Causata.

-- L --

LessThan Query WHERE clause and comparison operations
LessThanOrEqualTo Query WHERE clause and comparison operations
Like Query WHERE clause and comparison operations
Limit Build queries to extract data from Causata.
Limit.Query Build queries to extract data from Causata.
Limit<- Build queries to extract data from Causata.
Limit<-.Query Build queries to extract data from Causata.
LoadCausataConfig Load passwords and configuration data.

-- M --

MergeLevels Combines least-frequently occurring levels of a factor into an "Other" category.
MergeLevels.CausataData Combines least-frequently occurring levels of a factor into an "Other" category.
MergeLevels.factor Combines least-frequently occurring levels of a factor into an "Other" category.
ModelDefinition Define model metadata.
ModelDefinition.cv.glmnet Define model metadata.

-- N --

NotEqualTo Query WHERE clause and comparison operations

-- O --

Ops.FocalPointQuery Build queries to extract data from Causata.
Ops.Query Build queries to extract data from Causata.

-- P --

plot.BinaryPredictor Univariate analysis for binary classification.
predict.GlmnetModelDefinition Generate predictions for a glmnet model.
PredictivePower Predictive power for a single variable.
PredictivePower.factor Predictive power for a single variable.
PredictivePower.numeric Predictive power for a single variable.
PredictivePowerCv Predictive power for a single variable.
print.BinaryPredictorList Univariate analysis for binary classification.

-- Q --

Query Build queries to extract data from Causata.

-- R --

ReadCausataCsv Loads data from a Causata CSV file.
ReadCausataR Parses an R file exported with Causata data.
ReplaceOutliers Replaces outliers in a continuous variable.
ReplaceOutliers.CausataData Replace outliers in a CausataData object.
ReplaceOutliers.numeric Replaces outliers in a continuous variable.
RToCausataNames Converts R-friendly causata column names to the corresponding Causata system name

-- S --

SampleStratified Draws a random, stratified sample from a vector of indices.
ShortenStrings Shortens strings by replacing the middle with a separator.

-- T --

ToPmml Generates a PMML representation of a model.
ToPmml.GlmnetModelDefinition Generates a PMML representation of a model.

-- U --

UploadModel Loads a model definition into Causata for scoring.
UploadModelWithValidation Loads a model definition into Causata for scoring.

-- V --

VariableDefinition Defines information for creating variables in Causata.
Variables Build queries to extract data from Causata.
Variables.Query Build queries to extract data from Causata.
Variables<- Build queries to extract data from Causata.
Variables<-.Query Build queries to extract data from Causata.
Vexclude Create lists of variables from Causata for queries.
Vexclude.Connect Create lists of variables from Causata for queries.
Vinclude Create lists of variables from Causata for queries.
Vinclude.Connect Create lists of variables from Causata for queries.
Vtime Create lists of variables from Causata for queries.
Vtime.Connect Create lists of variables from Causata for queries.

-- W --

Where Query WHERE clause and comparison operations
WithEvents Build queries to extract data from Causata.
WithVariables Build queries to extract data from Causata.
Woe Weight of evidence for each level of a factor.
Woe.factor Weight of evidence for each level of a factor.