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#Code automatically generated with fuzzylite 6.0.
library(ggplot2);
engine.name = "sugeno_tip_calculator"
engine.fll = "Engine: sugeno_tip_calculator
InputVariable: FoodQuality
enabled: true
range: 1.000 10.000
lock-range: false
term: Bad Trapezoid 0.000 1.000 3.000 7.000
term: Good Trapezoid 3.000 7.000 10.000 11.000
InputVariable: Service
enabled: true
range: 1.000 10.000
lock-range: false
term: Bad Trapezoid 0.000 1.000 3.000 7.000
term: Good Trapezoid 3.000 7.000 10.000 11.000
OutputVariable: CheapTip
enabled: true
range: 5.000 25.000
lock-range: false
aggregation: none
defuzzifier: WeightedAverage TakagiSugeno
default: nan
lock-previous: false
term: Low Constant 10.000
term: Medium Constant 15.000
term: High Constant 20.000
OutputVariable: AverageTip
enabled: true
range: 5.000 25.000
lock-range: false
aggregation: none
defuzzifier: WeightedAverage TakagiSugeno
default: nan
lock-previous: false
term: Low Constant 10.000
term: Medium Constant 15.000
term: High Constant 20.000
OutputVariable: GenerousTip
enabled: true
range: 5.000 25.000
lock-range: false
aggregation: none
defuzzifier: WeightedAverage TakagiSugeno
default: nan
lock-previous: false
term: Low Constant 10.000
term: Medium Constant 15.000
term: High Constant 20.000
RuleBlock:
enabled: true
conjunction: EinsteinProduct
disjunction: none
implication: none
activation: General
rule: if FoodQuality is extremely Bad and Service is extremely Bad then CheapTip is extremely Low and AverageTip is very Low and GenerousTip is Low
rule: if FoodQuality is Good and Service is extremely Bad then CheapTip is Low and AverageTip is Low and GenerousTip is Medium
rule: if FoodQuality is very Good and Service is very Bad then CheapTip is Low and AverageTip is Medium and GenerousTip is High
rule: if FoodQuality is Bad and Service is Bad then CheapTip is Low and AverageTip is Low and GenerousTip is Medium
rule: if FoodQuality is Good and Service is Bad then CheapTip is Low and AverageTip is Medium and GenerousTip is High
rule: if FoodQuality is extremely Good and Service is Bad then CheapTip is Low and AverageTip is Medium and GenerousTip is very High
rule: if FoodQuality is Bad and Service is Good then CheapTip is Low and AverageTip is Medium and GenerousTip is High
rule: if FoodQuality is Good and Service is Good then CheapTip is Medium and AverageTip is Medium and GenerousTip is very High
rule: if FoodQuality is very Bad and Service is very Good then CheapTip is Low and AverageTip is Medium and GenerousTip is High
rule: if FoodQuality is very very Good and Service is very very Good then CheapTip is High and AverageTip is very High and GenerousTip is extremely High"
engine.fldFile = "sugeno_tip_calculator.fld"
if (require(data.table)) {
engine.df = data.table::fread(engine.fldFile, sep="auto", header="auto")
} else {
engine.df = read.table(engine.fldFile, header=TRUE)
}
engine.plot.i1i2_o1 = ggplot(engine.df, aes(FoodQuality, Service)) +
geom_tile(aes(fill=CheapTip)) +
scale_fill_gradient(low="yellow", high="red") +
stat_contour(aes(x=FoodQuality, y=Service, z=CheapTip), color="black") +
ggtitle("(FoodQuality, Service) = CheapTip")
engine.plot.i2i1_o1 = ggplot(engine.df, aes(Service, FoodQuality)) +
geom_tile(aes(fill=CheapTip)) +
scale_fill_gradient(low="yellow", high="red") +
stat_contour(aes(x=Service, y=FoodQuality, z=CheapTip), color="black") +
ggtitle("(Service, FoodQuality) = CheapTip")
engine.plot.i1i2_o2 = ggplot(engine.df, aes(FoodQuality, Service)) +
geom_tile(aes(fill=AverageTip)) +
scale_fill_gradient(low="yellow", high="red") +
stat_contour(aes(x=FoodQuality, y=Service, z=AverageTip), color="black") +
ggtitle("(FoodQuality, Service) = AverageTip")
engine.plot.i2i1_o2 = ggplot(engine.df, aes(Service, FoodQuality)) +
geom_tile(aes(fill=AverageTip)) +
scale_fill_gradient(low="yellow", high="red") +
stat_contour(aes(x=Service, y=FoodQuality, z=AverageTip), color="black") +
ggtitle("(Service, FoodQuality) = AverageTip")
engine.plot.i1i2_o3 = ggplot(engine.df, aes(FoodQuality, Service)) +
geom_tile(aes(fill=GenerousTip)) +
scale_fill_gradient(low="yellow", high="red") +
stat_contour(aes(x=FoodQuality, y=Service, z=GenerousTip), color="black") +
ggtitle("(FoodQuality, Service) = GenerousTip")
engine.plot.i2i1_o3 = ggplot(engine.df, aes(Service, FoodQuality)) +
geom_tile(aes(fill=GenerousTip)) +
scale_fill_gradient(low="yellow", high="red") +
stat_contour(aes(x=Service, y=FoodQuality, z=GenerousTip), color="black") +
ggtitle("(Service, FoodQuality) = GenerousTip")
if (require(gridExtra)) {
engine.plots = arrangeGrob(engine.plot.i1i2_o1, engine.plot.i2i1_o1, engine.plot.i1i2_o2, engine.plot.i2i1_o2, engine.plot.i1i2_o3, engine.plot.i2i1_o3, ncol=2, top=engine.name)
ggsave(paste0(engine.name, ".pdf"), engine.plots)
if (require(grid)) {
grid.newpage()
grid.draw(engine.plots)
}
}
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