# Analysis utilities for binary classification and Causata users.

## Documentation for package ‘Causata’ version 4.2-0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

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.