Galaxy |

R-Caret Classifcation Model-Builder (version 1.0)

SELECT METHOD FOR MODEL BUILDING:

Select input data file:

RData/RDS format

PARAMETERS:

GETDATAINFOEVAL:

set TRUE if wish to evaluate. default is TRUE

GETDATAINFOECHO:

set True if wish to print. default is False

GETDATAINFORESULT:

Set tex if wish to write in output pdf file. default is hide

MISSINGFILTEREVAL:

set TRUE if wish to evaluate. default is TRUE

MISSINGFILTERECHO:

set True if wish to print .default is False

MISSINGFILTERRESULT:

Set tex if wish to write in output pdf file. default is tex

MISSINGFILTERTHRESHC:

For column wise default is 0.2

MISSINGFILTERTHRESHR:

For row wise default is 0.2

PCAEVAL:

set TRUE if wish to evaluate. default is TRUE

PCAECHO:

set True if wish to print. default is False

PCARESULT:

Set tex if wish to write in output pdf file. default is hide

PCACOMP:

set according to need. Default is 3

PCAPLOTEVAL:

set TRUE if wish to plot PCA. default is TRUE

PCAPLOTECHO:

Set True if wish to Print .default is False

PCAPLOTRESULT:

Set tex if wish to write in output pdf file. default is tex

PCAPLOTFIG:

set TRUE if wish to evaluate. default is TRUE

INITIALDATASPLITEVAL:

set TRUE for splitting in test and train set.default is True

INITIALDATASPLITECHO:

set True if wish to print .default is False

SAAMPLING:

default is with No sampling

INITIALDATASPLITRESULT:

Set tex if wish to write in output pdf file. default is tex

PERCENT:

default is 0.8

NZVEVAL:

set TRUE if wish to evaluate. default is TRUE

NZVRESULT:

Set tex if wish to write in output pdf file. default is tex

Write Code in Document:

set True if wish to print .default is False

CORRFILTEREVAL:

set TRUE if wish to evaluate. default is TRUE

CORRFILTERRESULT:

Set tex if wish to write in output pdf file. default is tex

CORRFILTERECHO:

set True if wish to print .default is False

THRESHHOLDCOR:

set according to need .default is 0.75

PREPROCEVAL:

set TRUE if wish to evaluate. default is TRUE

PREPROCECHO:

set True if wish to print .default is False

PREPROCRESULT:

Set tex if wish to write in output pdf file. default is tex

SETUPWORKERSEVAL:

set TRUE if wish to evaluate. default is False

Write Code in Document:

set True if wish to print .default is False

SETUPWORKERSRESULT:

Set tex if wish to write in output pdf file. default is tex

NUMWORKERS:

default is 1

SETUPRESAMPLINGECHO:

set True if wish to print .default is False

SETUPRESAMPLINGRESULT:

Set tex if wish to write in output pdf file. default is hide

Set type of resampling for cross validation:

default is boot632

Set Number of Times to Resample:

default is 10

Set Number of Times to run:

default is 3

RESAMPLENUMBERPERCENT:

default is 0.75

SETUPGRIDRESULT:

Set tex if wish to write in output pdf file. default is hide

SETUPGRIDECHO:

set True if wish to print .default is False

SETUPGRIDSIZE:

default is 3

FITMODELEVAL:

set TRUE if wish to evaluate. default is TRUE

FITMODELRESULT:

Set tex if wish to write in output pdf file. default is tex

FITMODELECHO:

set True if wish to print .default is False

MODELDESCRECHO:

set True if wish to print .default is False

MODELDESCRRESULT:

Set tex if wish to write in output pdf file. default is tex

RESAMPTABLEECHO:

set True if wish to print .default is False

RESAMPTABLERESULT:

Set tex if wish to write in output pdf file. default is tex

PROFILEPLOTECHO:

set True if wish to print .default is False

PROFILEPLOTFIG:

set TRUE if wish to evaluate. default is TRUE

STOPWORKERSECHO:

set True if wish to print .default is False

STOPWORKERSRESULT:

Set tex if wish to write in output pdf file. default is hide

TESTPREDRESULT:

Set tex if wish to write in output pdf file. default is tex

TESTPREDECHO:

set True if wish to print. default is False

CLASSPROBSTEXRESULT:

Set tex if wish to write in output pdf file. default is tex

CLASSPROBSTEXECHO:

set True if wish to print .default is False

CLASSPROBSTEXRESULT1:

Set tex if wish to write in output pdf file. default is hide

CLASSPROBSTEXECHO1:

set True if wish to print .default is False

SAVEDATAECHO:

set True if wish to print .default is False

SAVEDATARESULT:

Set tex if wish to write in output pdf file. default is tex