naiveBayes.FLTable: fltbl <- FLTable("tblNBData", "ObsID", "VarID", "NUM_VAL")...

In Fuzzy-Logix/AdapteR: Converts R syntax to SQL to provide fast analytics using in-database C++ library DB Lytix.

Description

fltbl <- FLTable("tblNBData", "ObsID", "VarID", "NUM_VAL") flmod <-naiveBayes(object = fltbl, formula = ~.) rtbl <- iris rtbl$Species <- sample(x = 2, size = length(rtbl$Species), replace = TRUE)-1 rtbl$Species <- as.numeric(rtbl$Species) colnames(rtbl) <- tolower(colnames(rtbl)) fliris <- as.FLTable(rtbl,tableName = getOption("TestTempTableName"),temporary=F, drop = TRUE) flmod <-naiveBayes.FLTable(data = fliris, formula = species~., laplace = 1) rmod <-naiveBayes(data = rtbl, formula = species~.) rtbl <- as.data.frame(Titanic) rtbl <- rtbl[,-5] rtbl <- as.data.frame(lapply(rtbl, function(i)as.numeric(i)-1)) colnames(rtbl)[[1]] <- "vcl" rmod <- naiveBayes(Survived~.,rtbl) fltbl <- as.FL(rtbl) flmod <- naiveBayes.FLTable(formula = Survived~., data = fltbl)

Usage

## S3 method for class 'FLTable'
naiveBayes(formula, data, laplace = 0, ...)

Fuzzy-Logix/AdapteR documentation built on May 6, 2019, 5:07 p.m.