Nothing
#Class implementing a Regression Algorithm
#Implements the FRSBM-R KEEL regression algorithm
FRSBM_R <- function(train, test, numrules=1, sigma=0.0001, seed=-1){
alg <- RKEEL::R6_FRSBM_R$new()
alg$setParameters(train, test, numrules, sigma, seed)
return (alg)
}
FRNN_C <- function(train, test){
alg <- RKEEL::R6_FRNN_C$new()
alg$setParameters(train, test)
return (alg)
}
R6_FRSBM_R <- R6::R6Class("R6_FRSBM_R",
inherit = RegressionAlgorithm,
public = list(
#Public properties
#number of rules
numrules = 1,
#sigma fss98
sigma = 0.0001,
#seed
seed = -1,
#Public functions
#Initialize function
setParameters = function(train, test, numrules=1, sigma=0.0001, seed=-1){
super$setParameters(train, test)
self$numrules <- numrules
self$sigma <- sigma
if(seed == -1) {
self$seed <- sample(1:1000000, 1)
}
else {
self$seed <- seed
}
}
),
private = list(
#Private properties
#jar Filename
jarName = "ModelFSS98.jar",
#algorithm name
algorithmName = "FRSBM-R",
#String with algorithm name
algorithmString = "Fuzzy and Random Sets based Modeling",
#Private functions
#Get the text with the parameters for the config file
getParametersText = function(){
text <- ""
text <- paste0(text, "seed = ", self$seed, "\n")
text <- paste0(text, "subAlgorithm = ModelFSS98", "\n")
text <- paste0(text, "dataformat = keel", "\n")
text <- paste0(text, "outlabel = FSS98", "\n")
text <- paste0(text, "numrules = ", self$numrules, "\n")
text <- paste0(text, "sigmafss98 = ", self$sigma, "\n")
return(text)
}
)
)
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