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#Class implementing a Classification Algorithm
#Implements the Slipper-C of KEEL
Slipper_C <- function(train, test, grow_pct=0.66, numBoosting=100, seed=-1){
alg <- RKEEL::R6_Slipper_C$new()
alg$setParameters(train, test, grow_pct, numBoosting, seed)
return (alg)
}
R6_Slipper_C <- R6::R6Class("R6_Slipper_C",
inherit = ClassificationAlgorithm,
public = list(
#Public properties
#grow_pct
grow_pct = 0.66,
#numBoosting
numBoosting = 100,
#seed
seed = -1,
#Public functions
#Initialize function
setParameters = function(train, test, grow_pct=0.66, numBoosting=100, seed=-1){
super$setParameters(train, test)
self$grow_pct <- grow_pct
self$numBoosting <- numBoosting
if(seed == -1) {
self$seed <- sample(1:1000000, 1)
}
else {
self$seed <- seed
}
}
),
private = list(
#Private properties
#jar Filename
jarName = "Slipper.jar",
#algorithm name
algorithmName = "Slipper-C",
#String with algorithm name
algorithmString = "Slipper",
#Private functions
#Get the text with the parameters for the config file
getParametersText = function(){
text <- ""
text <- paste0(text, "seed = ", self$seed, "\n")
text <- paste0(text, "ngrow_pct = ", self$grow_pct, "\n")
text <- paste0(text, "numBoosting = ", self$numBoosting, "\n")
return(text)
}
)
)
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