■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
- ♦♦❞ ❘❡❧❛t✐♦♥s ✇✐t❤ ❘
❉❛✈✐❞ ▼❡②❡r✶ ❛♥❞ ❑✉rt ❍♦r♥✐❦✷
✶❉❡♣❛rt♠❡♥t ♦❢ ■♥❢♦r♠❛t✐♦♥ ❙②st❡♠s ❛♥❞ ❖♣❡r❛t✐♦♥s ✷❉❡♣❛rt♠❡♥t ♦❢ ❙t❛t✐st✐❝s ❛♥❞ ▼❛t❤❡♠❛t✐❝s
ts t r - - PowerPoint PPT Presentation
trt sts rts s ts t
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
✶❉❡♣❛rt♠❡♥t ♦❢ ■♥❢♦r♠❛t✐♦♥ ❙②st❡♠s ❛♥❞ ❖♣❡r❛t✐♦♥s ✷❉❡♣❛rt♠❡♥t ♦❢ ❙t❛t✐st✐❝s ❛♥❞ ▼❛t❤❡♠❛t✐❝s
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
④⑥ ④✶⑥ ④✷⑥ ④✸⑥ ④✶✱ ✷⑥ ④✶✱ ✸⑥ ④✷✱ ✸⑥ ④✶✱ ✷✱ ✸⑥ ④⑥ ❚❘❯❊ ❚❘❯❊ ❚❘❯❊ ❚❘❯❊ ❚❘❯❊ ❚❘❯❊ ❚❘❯❊ ❚❘❯❊ ④✶⑥ ❋❆▲❙❊ ❚❘❯❊ ❋❆▲❙❊ ❋❆▲❙❊ ❚❘❯❊ ❚❘❯❊ ❋❆▲❙❊ ❚❘❯❊ ④✷⑥ ❋❆▲❙❊ ❋❆▲❙❊ ❚❘❯❊ ❋❆▲❙❊ ❚❘❯❊ ❋❆▲❙❊ ❚❘❯❊ ❚❘❯❊ ④✸⑥ ❋❆▲❙❊ ❋❆▲❙❊ ❋❆▲❙❊ ❚❘❯❊ ❋❆▲❙❊ ❚❘❯❊ ❚❘❯❊ ❚❘❯❊ ④✶✱ ✷⑥ ❋❆▲❙❊ ❋❆▲❙❊ ❋❆▲❙❊ ❋❆▲❙❊ ❚❘❯❊ ❋❆▲❙❊ ❋❆▲❙❊ ❚❘❯❊ ④✶✱ ✸⑥ ❋❆▲❙❊ ❋❆▲❙❊ ❋❆▲❙❊ ❋❆▲❙❊ ❋❆▲❙❊ ❚❘❯❊ ❋❆▲❙❊ ❚❘❯❊ ④✷✱ ✸⑥ ❋❆▲❙❊ ❋❆▲❙❊ ❋❆▲❙❊ ❋❆▲❙❊ ❋❆▲❙❊ ❋❆▲❙❊ ❚❘❯❊ ❚❘❯❊ ④✶✱ ✷✱ ✸⑥ ❋❆▲❙❊ ❋❆▲❙❊ ❋❆▲❙❊ ❋❆▲❙❊ ❋❆▲❙❊ ❋❆▲❙❊ ❋❆▲❙❊ ❚❘❯❊
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
Partial Order
{Mary, Paul, Peter} {Mary, Paul} {Mary, Peter} {Mary} {Paul, Peter} {Paul} {Peter} {}
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
Linear Order
bagging dbagging fda.bruto fda.mars glm knn lda lvq mart mda.bruto mda.mars multinom nnet qda randomForest rpart svm
Linear Order
bagging dbagging fda.bruto fda.mars glm knn lda lvq mart mda.bruto mda.mars multinom nnet qda randomForest rpart svm
Linear Order
bagging dbagging fda.bruto fda.mars glm knn lda lvq mart mda.bruto mda.mars multinom nnet qda randomForest rpart svm
Linear Order
bagging dbagging fda.bruto fda.mars glm knn lda lvq mart mda.bruto mda.mars multinom nnet qda randomForest rpart svm
Partial Order bagging dbagging fda.bruto fda.mars glm knn lda lvq mart mda.bruto mda.mars multinom nnet qda randomForest rpart svm
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
Weak Order bagging dbagging fda.bruto fda.mars glm knn lda lvq mart mda.bruto mda.mars multinom nnet qda randomForest rpart svm Weak Order bagging dbagging fda.bruto fda.mars glm knn lda lvq mart mda.bruto mda.mars multinom nnet qda randomForest rpart svm Weak Order
bagging dbagging fda.bruto fda.mars glm knn lda lvq mart mda.bruto mda.mars multinom nnet qda randomForest rpart svm
Weak Order
bagging dbagging fda.bruto fda.mars glm knn lda lvq mart mda.bruto mda.mars multinom nnet qda randomForest rpart svm
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥
■♥tr♦❞✉❝t✐♦♥ ❚❤❡ s❡ts ♣❛❝❦❛❣❡ ❚❤❡ r❡❧❛t✐♦♥s ♣❛❝❦❛❣❡ ❊①❛♠♣❧❡ ❈♦♥❝❧✉s✐♦♥