heart-nom.csv loader 1 386 170 ./data/heart-nom.csv 1 1 heart-nom-alea.csv loader 2 376 260 ./data/heart-nom-alea.csv 1 1 heart-nom-alea-alea.csv loader 3 374 417 ./data/heart-nom-alea-alea.csv 1 1 minsup constant 4 588 49 0.1 false minconf constant 5 632 49 0.8 false heart-nom.col loader 6 473 585 ./data/heart-nom.col 1 1 note 7 277 266 vm aléa note 8 267 189 base complète note 9 258 428 vm aléa imputation alea robustesse macro-operator 10 603 259 2 2 1 mvminer system 2 326 91 mvminer -c -s $p -i $i > $o 1 1 1 segmentation system 3 163 172 segmentation $i $o 2 2 dictionary system 4 64 158 dictionary $i > $o 2 1 confidence system 5 574 68 confidence $p $i > $o 2 1 1 sed system 6 416 89 sed $p $i > $o 1 1 1 sed system 7 267 94 sed $p $i > $o 1 1 1 grep system 8 735 65 grep -v $p $i > $o 1 1 1 0 InSlotImage 0 8 OutSlotImage 0 0 InSlotImage 0 8 OutSlotImage 0 0 InSlotParameter 0 5 OutSlotResult 0 0 InSlotParameter 0 5 OutSlotResult 0 2 InSlotImage 0 7 OutSlotImage 0 2 InSlotParameter 0 0 OutSlotResult 0 3 InSlotImage 0 0 OutSlotImage 0 3 InSlotImage 1 4 OutSlotImage 0 4 InSlotImage 0 0 OutSlotImage 0 4 InSlotImage 1 0 OutSlotImage 1 5 InSlotImage 0 6 OutSlotImage 0 5 InSlotImage 1 7 OutSlotImage 0 5 InSlotParameter 0 0 OutSlotResult 1 6 InSlotImage 0 2 OutSlotImage 0 6 InSlotParameter 0 '1d;s/,.*//' 7 InSlotImage 0 3 OutSlotImage 0 7 InSlotParameter 0 's/-[0-9]* //g' 8 InSlotImage 0 5 OutSlotImage 0 8 InSlotParameter 0 ': :' robustesse macro-operator 11 600 169 2 2 1 mvminer system 2 326 91 mvminer -c -s $p -i $i > $o 1 1 1 segmentation system 3 163 172 segmentation $i $o 2 2 dictionary system 4 64 158 dictionary $i > $o 2 1 confidence system 5 574 68 confidence $p $i > $o 2 1 1 sed system 6 416 89 sed $p $i > $o 1 1 1 sed system 7 267 94 sed $p $i > $o 1 1 1 grep system 8 692 81 grep -v $p $i > $o 1 1 1 0 InSlotImage 0 8 OutSlotImage 0 0 InSlotImage 0 8 OutSlotImage 0 0 InSlotParameter 0 5 OutSlotResult 0 0 InSlotParameter 0 5 OutSlotResult 0 2 InSlotImage 0 7 OutSlotImage 0 2 InSlotParameter 0 0 OutSlotResult 0 3 InSlotImage 0 0 OutSlotImage 0 3 InSlotImage 1 4 OutSlotImage 0 4 InSlotImage 0 0 OutSlotImage 0 4 InSlotImage 1 0 OutSlotImage 1 5 InSlotImage 0 6 OutSlotImage 0 5 InSlotImage 1 7 OutSlotImage 0 5 InSlotParameter 0 0 OutSlotResult 1 6 InSlotImage 0 2 OutSlotImage 0 6 InSlotParameter 0 '1d;s/,.*//' 7 InSlotImage 0 3 OutSlotImage 0 7 InSlotParameter 0 's/-[0-9]* //g' 8 InSlotImage 0 5 OutSlotImage 0 8 InSlotParameter 0 ': :' robustesse macro-operator 12 603 422 2 2 1 mvminer system 2 326 91 mvminer -c -s $p -i $i > $o 1 1 1 segmentation system 3 163 172 segmentation $i $o 2 2 dictionary system 4 64 158 dictionary $i > $o 2 1 confidence system 5 574 68 confidence $p $i > $o 2 1 1 sed system 6 416 89 sed $p $i > $o 1 1 1 sed system 7 267 94 sed $p $i > $o 1 1 1 grep system 8 943 66 grep -v $p $i > $o 1 1 1 0 InSlotImage 0 8 OutSlotImage 0 0 InSlotImage 0 8 OutSlotImage 0 0 InSlotParameter 0 5 OutSlotResult 0 0 InSlotParameter 0 5 OutSlotResult 0 2 InSlotImage 0 7 OutSlotImage 0 2 InSlotParameter 0 0 OutSlotResult 0 3 InSlotImage 0 0 OutSlotImage 0 3 InSlotImage 1 4 OutSlotImage 0 4 InSlotImage 0 0 OutSlotImage 0 4 InSlotImage 1 0 OutSlotImage 1 5 InSlotImage 0 6 OutSlotImage 0 5 InSlotImage 1 7 OutSlotImage 0 5 InSlotParameter 0 0 OutSlotResult 1 6 InSlotImage 0 2 OutSlotImage 0 6 InSlotParameter 0 '1d;s/,.*//' 7 InSlotImage 0 3 OutSlotImage 0 7 InSlotParameter 0 's/-[0-9]* //g' 8 InSlotImage 0 5 OutSlotImage 0 8 InSlotParameter 0 ': :' anova macro-operator 14 891 169 2 1 sed system 2 109 37 sed $p $i > $o 1 1 1 sed system 3 107 114 sed $p $i > $o 1 1 1 cat system 4 180 55 cat $i > $o 2 1 R system 5 250 126 R --slave --no-save --no-restore --no-environ --silent --args $i < $p > $o 1 1 1 filename 6 251 28 ./script/anova.R false 0 InSlotImage 0 5 OutSlotImage 0 0 InSlotImage 0 5 OutSlotImage 0 0 InSlotParameter 0 5 OutSlotResult 0 0 InSlotParameter 0 5 OutSlotResult 0 2 InSlotImage 0 0 OutSlotImage 0 2 InSlotParameter 0 's/$/ first/' 3 InSlotImage 0 0 OutSlotImage 1 3 InSlotParameter 0 's/$/ second/' 4 InSlotImage 0 2 OutSlotImage 0 4 InSlotImage 1 3 OutSlotImage 0 5 InSlotImage 0 4 OutSlotImage 0 5 InSlotParameter 0 6 OutSlotResult 0 heart-nom-rule.csv loader 17 385 332 ./data/heart-nom-rule.csv 1 1 note 18 273 338 vm rules robustesse macro-operator 19 606 338 2 2 1 mvminer system 2 326 91 mvminer -c -s $p -i $i > $o 1 1 1 segmentation system 3 163 172 segmentation $i $o 2 2 dictionary system 4 64 158 dictionary $i > $o 2 1 confidence system 5 574 68 confidence $p $i > $o 2 1 1 sed system 6 416 89 sed $p $i > $o 1 1 1 sed system 7 267 94 sed $p $i > $o 1 1 1 grep system 8 735 65 grep -v $p $i > $o 1 1 1 0 InSlotImage 0 8 OutSlotImage 0 0 InSlotImage 0 8 OutSlotImage 0 0 InSlotParameter 0 5 OutSlotResult 0 0 InSlotParameter 0 5 OutSlotResult 0 2 InSlotImage 0 7 OutSlotImage 0 2 InSlotParameter 0 0 OutSlotResult 0 3 InSlotImage 0 0 OutSlotImage 0 3 InSlotImage 1 4 OutSlotImage 0 4 InSlotImage 0 0 OutSlotImage 0 4 InSlotImage 1 0 OutSlotImage 1 5 InSlotImage 0 6 OutSlotImage 0 5 InSlotImage 1 7 OutSlotImage 0 5 InSlotParameter 0 0 OutSlotResult 1 6 InSlotImage 0 2 OutSlotImage 0 6 InSlotParameter 0 '1d;s/,.*//' 7 InSlotImage 0 3 OutSlotImage 0 7 InSlotParameter 0 's/-[0-9]* //g' 8 InSlotImage 0 5 OutSlotImage 0 8 InSlotParameter 0 ': :' heart-nom-rule-rule.csv loader 24 384 504 ./data/heart-nom-rule-rule.csv 1 1 note 25 241 512 vm rules imputation rules robustesse macro-operator 26 604 511 2 2 1 mvminer system 2 326 91 mvminer -c -s $p -i $i > $o 1 1 1 segmentation system 3 163 172 segmentation $i $o 2 2 dictionary system 4 64 158 dictionary $i > $o 2 1 confidence system 5 574 68 confidence $p $i > $o 2 1 1 sed system 6 416 89 sed $p $i > $o 1 1 1 sed system 7 267 94 sed $p $i > $o 1 1 1 grep system 8 943 66 grep -v $p $i > $o 1 1 1 0 InSlotImage 0 8 OutSlotImage 0 0 InSlotImage 0 8 OutSlotImage 0 0 InSlotParameter 0 5 OutSlotResult 0 0 InSlotParameter 0 5 OutSlotResult 0 2 InSlotImage 0 7 OutSlotImage 0 2 InSlotParameter 0 0 OutSlotResult 0 3 InSlotImage 0 0 OutSlotImage 0 3 InSlotImage 1 4 OutSlotImage 0 4 InSlotImage 0 0 OutSlotImage 0 4 InSlotImage 1 0 OutSlotImage 1 5 InSlotImage 0 6 OutSlotImage 0 5 InSlotImage 1 7 OutSlotImage 0 5 InSlotParameter 0 0 OutSlotResult 1 6 InSlotImage 0 2 OutSlotImage 0 6 InSlotParameter 0 '1d;s/,.*//' 7 InSlotImage 0 3 OutSlotImage 0 7 InSlotParameter 0 's/-[0-9]* //g' 8 InSlotImage 0 5 OutSlotImage 0 8 InSlotParameter 0 ': :' sed system 27 727 169 sed $p $i > $o 1 1 1 sed system 28 729 261 sed $p $i > $o 1 1 1 sed system 29 731 340 sed $p $i > $o 1 1 1 sed system 30 731 423 sed $p $i > $o 1 1 1 sed system 31 732 516 sed $p $i > $o 1 1 1 anova macro-operator 32 892 252 2 1 sed system 2 109 37 sed $p $i > $o 1 1 1 sed system 3 107 114 sed $p $i > $o 1 1 1 cat system 4 180 55 cat $i > $o 2 1 R system 5 250 126 R --slave --no-save --no-restore --no-environ --silent --args $i < $p > $o 1 1 1 filename 6 251 28 ./script/anova.R false 0 InSlotImage 0 5 OutSlotImage 0 0 InSlotImage 0 5 OutSlotImage 0 0 InSlotParameter 0 5 OutSlotResult 0 0 InSlotParameter 0 5 OutSlotResult 0 2 InSlotImage 0 0 OutSlotImage 0 2 InSlotParameter 0 's/$/ first/' 3 InSlotImage 0 0 OutSlotImage 1 3 InSlotParameter 0 's/$/ second/' 4 InSlotImage 0 2 OutSlotImage 0 4 InSlotImage 1 3 OutSlotImage 0 5 InSlotImage 0 4 OutSlotImage 0 5 InSlotParameter 0 6 OutSlotResult 0 anova macro-operator 33 891 338 2 1 sed system 2 109 37 sed $p $i > $o 1 1 1 sed system 3 107 114 sed $p $i > $o 1 1 1 cat system 4 180 55 cat $i > $o 2 1 R system 5 250 126 R --slave --no-save --no-restore --no-environ --silent --args $i < $p > $o 1 1 1 filename 6 251 28 ./script/anova.R false 0 InSlotImage 0 5 OutSlotImage 0 0 InSlotImage 0 5 OutSlotImage 0 0 InSlotParameter 0 5 OutSlotResult 0 0 InSlotParameter 0 5 OutSlotResult 0 2 InSlotImage 0 0 OutSlotImage 0 2 InSlotParameter 0 's/$/ first/' 3 InSlotImage 0 0 OutSlotImage 1 3 InSlotParameter 0 's/$/ second/' 4 InSlotImage 0 2 OutSlotImage 0 4 InSlotImage 1 3 OutSlotImage 0 5 InSlotImage 0 4 OutSlotImage 0 5 InSlotParameter 0 6 OutSlotResult 0 anova macro-operator 34 886 424 2 1 sed system 2 109 37 sed $p $i > $o 1 1 1 sed system 3 107 114 sed $p $i > $o 1 1 1 cat system 4 180 55 cat $i > $o 2 1 R system 5 250 126 R --slave --no-save --no-restore --no-environ --silent --args $i < $p > $o 1 1 1 filename 6 251 28 ./script/anova.R false 0 InSlotImage 0 5 OutSlotImage 0 0 InSlotImage 0 5 OutSlotImage 0 0 InSlotParameter 0 5 OutSlotResult 0 0 InSlotParameter 0 5 OutSlotResult 0 2 InSlotImage 0 0 OutSlotImage 0 2 InSlotParameter 0 's/$/ first/' 3 InSlotImage 0 0 OutSlotImage 1 3 InSlotParameter 0 's/$/ second/' 4 InSlotImage 0 2 OutSlotImage 0 4 InSlotImage 1 3 OutSlotImage 0 5 InSlotImage 0 4 OutSlotImage 0 5 InSlotParameter 0 6 OutSlotResult 0 anova macro-operator 35 887 513 2 1 sed system 2 109 37 sed $p $i > $o 1 1 1 sed system 3 107 114 sed $p $i > $o 1 1 1 cat system 4 180 55 cat $i > $o 2 1 R system 5 250 126 R --slave --no-save --no-restore --no-environ --silent --args $i < $p > $o 1 1 1 filename 6 251 28 ./script/anova.R false 0 InSlotImage 0 5 OutSlotImage 0 0 InSlotImage 0 5 OutSlotImage 0 0 InSlotParameter 0 5 OutSlotResult 0 0 InSlotParameter 0 5 OutSlotResult 0 2 InSlotImage 0 0 OutSlotImage 0 2 InSlotParameter 0 's/$/ first/' 3 InSlotImage 0 0 OutSlotImage 1 3 InSlotParameter 0 's/$/ second/' 4 InSlotImage 0 2 OutSlotImage 0 4 InSlotImage 1 3 OutSlotImage 0 5 InSlotImage 0 4 OutSlotImage 0 5 InSlotParameter 0 6 OutSlotResult 0 note 36 12 310 comparaison à la base originale des robustesses des règles issues de plusieurs version de Heart 1 InSlotParameter 0 2 InSlotParameter 0 3 InSlotParameter 0 6 InSlotParameter 0 10 InSlotImage 0 2 OutSlotImage 0 10 InSlotImage 1 6 OutSlotImage 0 10 InSlotParameter 0 4 OutSlotResult 0 10 InSlotParameter 1 5 OutSlotResult 0 11 InSlotImage 0 1 OutSlotImage 0 11 InSlotImage 1 6 OutSlotImage 0 11 InSlotParameter 0 4 OutSlotResult 0 11 InSlotParameter 1 5 OutSlotResult 0 12 InSlotImage 0 3 OutSlotImage 0 12 InSlotImage 1 6 OutSlotImage 0 12 InSlotParameter 0 4 OutSlotResult 0 12 InSlotParameter 1 5 OutSlotResult 0 14 InSlotImage 0 27 OutSlotImage 0 14 InSlotImage 1 28 OutSlotImage 0 17 InSlotParameter 0 19 InSlotImage 0 17 OutSlotImage 0 19 InSlotImage 1 6 OutSlotImage 0 19 InSlotParameter 0 4 OutSlotResult 0 19 InSlotParameter 1 5 OutSlotResult 0 24 InSlotParameter 0 26 InSlotImage 0 24 OutSlotImage 0 26 InSlotImage 1 6 OutSlotImage 0 26 InSlotParameter 0 4 OutSlotResult 0 26 InSlotParameter 1 5 OutSlotResult 0 27 InSlotImage 0 11 OutSlotImage 0 27 InSlotParameter 0 's/ : [0-9]*$//;s/.*://;s/ [0-9]*\/[^\/]*\// /g;s/^ //;s/ /\n/g' 28 InSlotImage 0 10 OutSlotImage 0 28 InSlotParameter 0 's/ : [0-9]*$//;s/.*://;s/ [0-9]*\/[^\/]*\// /g;s/^ //;s/ /\n/g' 29 InSlotImage 0 19 OutSlotImage 0 29 InSlotParameter 0 's/ : [0-9]*$//;s/.*://;s/ [0-9]*\/[^\/]*\// /g;s/^ //;s/ /\n/g' 30 InSlotImage 0 12 OutSlotImage 0 30 InSlotParameter 0 's/ : [0-9]*$//;s/.*://;s/ [0-9]*\/[^\/]*\// /g;s/^ //;s/ /\n/g' 31 InSlotImage 0 26 OutSlotImage 0 31 InSlotParameter 0 's/ : [0-9]*$//;s/.*://;s/ [0-9]*\/[^\/]*\// /g;s/^ //;s/ /\n/g' 32 InSlotImage 0 27 OutSlotImage 0 32 InSlotImage 1 28 OutSlotImage 0 33 InSlotImage 0 27 OutSlotImage 0 33 InSlotImage 1 29 OutSlotImage 0 34 InSlotImage 0 27 OutSlotImage 0 34 InSlotImage 1 30 OutSlotImage 0 35 InSlotImage 0 27 OutSlotImage 0 35 InSlotImage 1 31 OutSlotImage 0