Cardiotocography (2% of outliers version#02)
Data set related to heart diseases. It describes 3 classes: normal, suspect, or pathological. Normal patients are treated as inliers and the remaining as outliers.
Download all data set variants used (8.8 MB). You can also access the original data. (CTG.xls)
- Normalized, without duplicates
- Normalized, duplicates
- Not normalized, without duplicates
- Not normalized, duplicates
Normalized, without duplicates
This version contains 21 attributes, 1681 objects, 33 outliers (1.96%)
Download raw algorithm results (14.6 MB) Download raw algorithm evaluation table (59.0 kB)
Best Parameters
The following table contains the best
(overall and per-method)
results for each method and evaluation measure (when the same score was achieved twice, only the smallest k is given).
The Maximum F1-Measure is complimentary in addition to the measures in the original publication.
Algorithm | k | P@n | Adj. P@n | AP | Adj. AP | Max-F1 | Adj. MF1 | ROC AUC |
---|---|---|---|---|---|---|---|---|
KNN | 1 | 0.24242 | 0.22725 | 0.22175 | 0.20617 | 0.31111 | 0.29732 | 0.78102 |
KNN | 100 | 0.21212 | 0.19634 | 0.23428 | 0.21894 | 0.28571 | 0.27141 | 0.76438 |
KNNW | 2 | 0.21212 | 0.19634 | 0.19688 | 0.18080 | 0.28000 | 0.26558 | 0.79496 |
KNNW | 3 | 0.24242 | 0.22725 | 0.21482 | 0.19910 | 0.29787 | 0.28381 | 0.78771 |
KNNW | 4 | 0.24242 | 0.22725 | 0.21009 | 0.19427 | 0.30435 | 0.29042 | 0.77824 |
LOF | 6 | 0.27273 | 0.25816 | 0.22549 | 0.20998 | 0.32653 | 0.31304 | 0.74551 |
LOF | 7 | 0.24242 | 0.22725 | 0.25479 | 0.23987 | 0.31373 | 0.29998 | 0.74331 |
LOF | 100 | 0.15152 | 0.13452 | 0.13665 | 0.11936 | 0.20870 | 0.19285 | 0.82046 |
SimplifiedLOF | 9 | 0.30303 | 0.28907 | 0.29332 | 0.27917 | 0.37500 | 0.36248 | 0.77260 |
SimplifiedLOF | 10 | 0.30303 | 0.28907 | 0.27692 | 0.26244 | 0.38298 | 0.37062 | 0.77488 |
SimplifiedLOF | 14 | 0.33333 | 0.31998 | 0.22620 | 0.21070 | 0.34921 | 0.33617 | 0.79203 |
SimplifiedLOF | 18 | 0.21212 | 0.19634 | 0.18819 | 0.17194 | 0.25000 | 0.23498 | 0.80787 |
LoOP | 9 | 0.30303 | 0.28907 | 0.21331 | 0.19756 | 0.33333 | 0.31998 | 0.76226 |
LoOP | 98 | 0.15152 | 0.13452 | 0.12958 | 0.11215 | 0.21569 | 0.19998 | 0.79511 |
LDOF | 11 | 0.30303 | 0.28907 | 0.16055 | 0.14374 | 0.31579 | 0.30209 | 0.66621 |
LDOF | 15 | 0.30303 | 0.28907 | 0.16492 | 0.14820 | 0.35088 | 0.33788 | 0.68890 |
LDOF | 19 | 0.30303 | 0.28907 | 0.17500 | 0.15848 | 0.31373 | 0.29998 | 0.72648 |
LDOF | 89 | 0.12121 | 0.10362 | 0.13630 | 0.11901 | 0.21488 | 0.19915 | 0.78937 |
ODIN | 40 | 0.21212 | 0.19634 | 0.10331 | 0.08536 | 0.22857 | 0.21312 | 0.75791 |
ODIN | 59 | 0.21212 | 0.19634 | 0.10379 | 0.08584 | 0.23333 | 0.21798 | 0.76663 |
ODIN | 98 | 0.14141 | 0.12422 | 0.12898 | 0.11154 | 0.19277 | 0.17661 | 0.78864 |
ODIN | 100 | 0.15152 | 0.13452 | 0.12954 | 0.11211 | 0.19277 | 0.17661 | 0.78833 |
FastABOD | 4 | 0.24242 | 0.22725 | 0.14287 | 0.12571 | 0.26087 | 0.24607 | 0.82458 |
FastABOD | 6 | 0.21212 | 0.19634 | 0.14987 | 0.13285 | 0.21538 | 0.19967 | 0.83129 |
FastABOD | 12 | 0.24242 | 0.22725 | 0.16434 | 0.14761 | 0.24615 | 0.23106 | 0.80777 |
FastABOD | 66 | 0.24242 | 0.22725 | 0.15486 | 0.13794 | 0.28070 | 0.26630 | 0.81438 |
KDEOS | 6 | 0.06061 | 0.04180 | 0.03041 | 0.01099 | 0.06557 | 0.04686 | 0.63291 |
KDEOS | 20 | 0.06061 | 0.04180 | 0.05264 | 0.03367 | 0.11646 | 0.09876 | 0.76348 |
KDEOS | 38 | 0.00000 | -0.02002 | 0.04788 | 0.02881 | 0.13793 | 0.12067 | 0.73678 |
LDF | 11 | 0.21212 | 0.19634 | 0.17704 | 0.16056 | 0.22857 | 0.21312 | 0.82881 |
LDF | 64 | 0.30303 | 0.28907 | 0.24186 | 0.22668 | 0.31169 | 0.29791 | 0.78553 |
LDF | 72 | 0.24242 | 0.22725 | 0.25123 | 0.23623 | 0.33333 | 0.31998 | 0.78194 |
LDF | 74 | 0.21212 | 0.19634 | 0.26292 | 0.24816 | 0.32432 | 0.31079 | 0.78233 |
INFLO | 7 | 0.24242 | 0.22725 | 0.20533 | 0.18942 | 0.31373 | 0.29998 | 0.73904 |
INFLO | 8 | 0.27273 | 0.25816 | 0.23150 | 0.21611 | 0.31373 | 0.29998 | 0.77326 |
INFLO | 95 | 0.18182 | 0.16543 | 0.14386 | 0.12672 | 0.20968 | 0.19385 | 0.81094 |
COF | 10 | 0.33333 | 0.31998 | 0.33421 | 0.32088 | 0.40909 | 0.39726 | 0.83442 |
COF | 11 | 0.30303 | 0.28907 | 0.34433 | 0.33120 | 0.40909 | 0.39726 | 0.83848 |
Plots
Normalized, duplicates
This version contains 21 attributes, 1688 objects, 33 outliers (1.95%)
Download raw algorithm results (14.6 MB) Download raw algorithm evaluation table (60.0 kB)
Best Parameters
The following table contains the best
(overall and per-method)
results for each method and evaluation measure (when the same score was achieved twice, only the smallest k is given).
The Maximum F1-Measure is complimentary in addition to the measures in the original publication.
Algorithm | k | P@n | Adj. P@n | AP | Adj. AP | Max-F1 | Adj. MF1 | ROC AUC |
---|---|---|---|---|---|---|---|---|
KNN | 1 | 0.24242 | 0.22732 | 0.19099 | 0.17486 | 0.27273 | 0.25823 | 0.71783 |
KNN | 79 | 0.21212 | 0.19641 | 0.23262 | 0.21732 | 0.32143 | 0.30790 | 0.82895 |
KNN | 92 | 0.21212 | 0.19641 | 0.23482 | 0.21956 | 0.30928 | 0.29551 | 0.83036 |
KNN | 100 | 0.21212 | 0.19641 | 0.23530 | 0.22005 | 0.31250 | 0.29879 | 0.83028 |
KNNW | 1 | 0.21212 | 0.19641 | 0.21537 | 0.19972 | 0.31818 | 0.30459 | 0.71771 |
KNNW | 3 | 0.24242 | 0.22732 | 0.19670 | 0.18068 | 0.29787 | 0.28387 | 0.72046 |
KNNW | 100 | 0.18182 | 0.16550 | 0.21659 | 0.20097 | 0.28099 | 0.26666 | 0.82214 |
LOF | 2 | 0.24242 | 0.22732 | 0.10181 | 0.08390 | 0.25806 | 0.24327 | 0.66952 |
LOF | 4 | 0.21212 | 0.19641 | 0.15874 | 0.14197 | 0.29787 | 0.28387 | 0.69886 |
LOF | 6 | 0.21212 | 0.19641 | 0.17789 | 0.16150 | 0.24561 | 0.23057 | 0.75454 |
LOF | 100 | 0.15152 | 0.13460 | 0.16811 | 0.15152 | 0.26531 | 0.25066 | 0.83331 |
SimplifiedLOF | 7 | 0.27273 | 0.25823 | 0.17208 | 0.15557 | 0.29851 | 0.28452 | 0.75368 |
SimplifiedLOF | 10 | 0.27273 | 0.25823 | 0.18830 | 0.17211 | 0.29508 | 0.28103 | 0.75580 |
SimplifiedLOF | 11 | 0.27273 | 0.25823 | 0.18522 | 0.16897 | 0.30952 | 0.29576 | 0.76583 |
SimplifiedLOF | 100 | 0.15152 | 0.13460 | 0.15738 | 0.14058 | 0.26667 | 0.25204 | 0.82805 |
LoOP | 5 | 0.24242 | 0.22732 | 0.17058 | 0.15404 | 0.29787 | 0.28387 | 0.74282 |
LoOP | 6 | 0.27273 | 0.25823 | 0.15362 | 0.13674 | 0.28571 | 0.27147 | 0.74050 |
LoOP | 11 | 0.24242 | 0.22732 | 0.17517 | 0.15872 | 0.29730 | 0.28329 | 0.76759 |
LoOP | 100 | 0.18182 | 0.16550 | 0.15348 | 0.13660 | 0.26804 | 0.25345 | 0.82543 |
LDOF | 11 | 0.30303 | 0.28913 | 0.15028 | 0.13333 | 0.31034 | 0.29659 | 0.75518 |
LDOF | 12 | 0.27273 | 0.25823 | 0.14891 | 0.13194 | 0.31579 | 0.30215 | 0.73040 |
LDOF | 35 | 0.24242 | 0.22732 | 0.16661 | 0.14999 | 0.27119 | 0.25665 | 0.74642 |
LDOF | 99 | 0.12121 | 0.10369 | 0.13188 | 0.11457 | 0.20472 | 0.18887 | 0.80716 |
ODIN | 30 | 0.21212 | 0.19641 | 0.15364 | 0.13677 | 0.22727 | 0.21186 | 0.78187 |
ODIN | 60 | 0.21212 | 0.19641 | 0.17863 | 0.16225 | 0.27451 | 0.26004 | 0.81502 |
ODIN | 64 | 0.21212 | 0.19641 | 0.18078 | 0.16444 | 0.27451 | 0.26004 | 0.82024 |
ODIN | 100 | 0.18182 | 0.16550 | 0.16212 | 0.14542 | 0.23256 | 0.21726 | 0.83044 |
FastABOD | 4 | 0.24242 | 0.22732 | 0.14972 | 0.13277 | 0.28986 | 0.27570 | 0.80044 |
FastABOD | 5 | 0.27273 | 0.25823 | 0.17214 | 0.15563 | 0.29032 | 0.27617 | 0.77905 |
KDEOS | 6 | 0.15152 | 0.13460 | 0.05644 | 0.03763 | 0.17910 | 0.16274 | 0.70125 |
KDEOS | 7 | 0.15152 | 0.13460 | 0.07664 | 0.05823 | 0.19608 | 0.18005 | 0.68705 |
KDEOS | 98 | 0.09091 | 0.07278 | 0.05801 | 0.03923 | 0.13043 | 0.11310 | 0.76098 |
LDF | 73 | 0.42424 | 0.41276 | 0.23898 | 0.22381 | 0.42424 | 0.41276 | 0.82486 |
LDF | 96 | 0.39394 | 0.38185 | 0.28614 | 0.27191 | 0.41791 | 0.40630 | 0.83384 |
LDF | 99 | 0.42424 | 0.41276 | 0.31656 | 0.30293 | 0.43750 | 0.42628 | 0.83129 |
INFLO | 4 | 0.27273 | 0.25823 | 0.15589 | 0.13906 | 0.29630 | 0.28226 | 0.74058 |
INFLO | 7 | 0.24242 | 0.22732 | 0.17783 | 0.16144 | 0.26230 | 0.24759 | 0.71354 |
INFLO | 100 | 0.18182 | 0.16550 | 0.15975 | 0.14299 | 0.25743 | 0.24262 | 0.82613 |
COF | 4 | 0.27273 | 0.25823 | 0.13568 | 0.11845 | 0.30000 | 0.28604 | 0.72366 |
COF | 16 | 0.21212 | 0.19641 | 0.17945 | 0.16309 | 0.27451 | 0.26004 | 0.65308 |
COF | 100 | 0.21212 | 0.19641 | 0.14186 | 0.12475 | 0.26667 | 0.25204 | 0.75662 |
Plots
Not normalized, without duplicates
This version contains 21 attributes, 1681 objects, 33 outliers (1.96%)
Download raw algorithm results (14.5 MB) Download raw algorithm evaluation table (60.1 kB)
Best Parameters
The following table contains the best
(overall and per-method)
results for each method and evaluation measure (when the same score was achieved twice, only the smallest k is given).
The Maximum F1-Measure is complimentary in addition to the measures in the original publication.
Algorithm | k | P@n | Adj. P@n | AP | Adj. AP | Max-F1 | Adj. MF1 | ROC AUC |
---|---|---|---|---|---|---|---|---|
KNN | 1 | 0.18182 | 0.16543 | 0.12990 | 0.11247 | 0.20588 | 0.18998 | 0.79949 |
KNNW | 1 | 0.21212 | 0.19634 | 0.14027 | 0.12306 | 0.22857 | 0.21312 | 0.75929 |
KNNW | 2 | 0.21212 | 0.19634 | 0.14818 | 0.13112 | 0.21875 | 0.20311 | 0.79801 |
KNNW | 4 | 0.15152 | 0.13452 | 0.11042 | 0.09260 | 0.20290 | 0.18694 | 0.80049 |
LOF | 6 | 0.24242 | 0.22725 | 0.11585 | 0.09815 | 0.24390 | 0.22876 | 0.74211 |
LOF | 8 | 0.21212 | 0.19634 | 0.13618 | 0.11888 | 0.24742 | 0.23235 | 0.76030 |
LOF | 100 | 0.09091 | 0.07271 | 0.08910 | 0.07086 | 0.16176 | 0.14498 | 0.83249 |
SimplifiedLOF | 9 | 0.21212 | 0.19634 | 0.12874 | 0.11129 | 0.21818 | 0.20253 | 0.74544 |
SimplifiedLOF | 12 | 0.12121 | 0.10362 | 0.14413 | 0.12700 | 0.23656 | 0.22127 | 0.78227 |
SimplifiedLOF | 16 | 0.15152 | 0.13452 | 0.13453 | 0.11720 | 0.25806 | 0.24321 | 0.80820 |
SimplifiedLOF | 23 | 0.18182 | 0.16543 | 0.10500 | 0.08708 | 0.20202 | 0.18604 | 0.82191 |
LoOP | 8 | 0.18182 | 0.16543 | 0.11837 | 0.10071 | 0.22917 | 0.21373 | 0.73607 |
LoOP | 9 | 0.15152 | 0.13452 | 0.11564 | 0.09793 | 0.23810 | 0.22284 | 0.73345 |
LoOP | 14 | 0.15152 | 0.13452 | 0.14056 | 0.12335 | 0.20779 | 0.19193 | 0.76971 |
LoOP | 23 | 0.18182 | 0.16543 | 0.09435 | 0.07621 | 0.21429 | 0.19855 | 0.80196 |
LDOF | 15 | 0.15152 | 0.13452 | 0.12107 | 0.10347 | 0.18919 | 0.17295 | 0.66529 |
LDOF | 17 | 0.15152 | 0.13452 | 0.08632 | 0.06803 | 0.20588 | 0.18998 | 0.68724 |
LDOF | 18 | 0.18182 | 0.16543 | 0.08832 | 0.07007 | 0.20000 | 0.18398 | 0.68022 |
LDOF | 93 | 0.09091 | 0.07271 | 0.08770 | 0.06943 | 0.16901 | 0.15237 | 0.77532 |
ODIN | 16 | 0.16919 | 0.15256 | 0.08448 | 0.06615 | 0.19231 | 0.17613 | 0.75639 |
ODIN | 96 | 0.09091 | 0.07271 | 0.09933 | 0.08129 | 0.21053 | 0.19472 | 0.80062 |
ODIN | 100 | 0.09091 | 0.07271 | 0.10093 | 0.08292 | 0.20339 | 0.18744 | 0.80311 |
FastABOD | 3 | 0.18182 | 0.16543 | 0.12035 | 0.10274 | 0.18182 | 0.16543 | 0.80761 |
FastABOD | 4 | 0.15152 | 0.13452 | 0.14284 | 0.12568 | 0.18182 | 0.16543 | 0.82960 |
FastABOD | 6 | 0.15152 | 0.13452 | 0.14030 | 0.12309 | 0.20000 | 0.18398 | 0.80117 |
KDEOS | 87 | 0.12121 | 0.10362 | 0.12258 | 0.10501 | 0.16092 | 0.14412 | 0.80485 |
KDEOS | 90 | 0.15152 | 0.13452 | 0.11838 | 0.10072 | 0.16162 | 0.14483 | 0.80042 |
KDEOS | 95 | 0.12121 | 0.10362 | 0.12339 | 0.10583 | 0.16981 | 0.15319 | 0.79260 |
KDEOS | 100 | 0.12121 | 0.10362 | 0.13583 | 0.11853 | 0.16981 | 0.15319 | 0.79036 |
LDF | 7 | 0.24242 | 0.22725 | 0.14699 | 0.12991 | 0.27586 | 0.26136 | 0.81333 |
LDF | 8 | 0.24242 | 0.22725 | 0.18241 | 0.16604 | 0.31373 | 0.29998 | 0.83553 |
LDF | 100 | 0.09091 | 0.07271 | 0.09556 | 0.07745 | 0.18421 | 0.16787 | 0.86332 |
INFLO | 7 | 0.18182 | 0.16543 | 0.11476 | 0.09703 | 0.21951 | 0.20388 | 0.73191 |
INFLO | 8 | 0.18182 | 0.16543 | 0.12880 | 0.11135 | 0.24658 | 0.23149 | 0.75212 |
INFLO | 100 | 0.09091 | 0.07271 | 0.08610 | 0.06780 | 0.17241 | 0.15584 | 0.80588 |
COF | 11 | 0.21212 | 0.19634 | 0.11728 | 0.09960 | 0.24000 | 0.22478 | 0.77264 |
COF | 12 | 0.18182 | 0.16543 | 0.12086 | 0.10326 | 0.25000 | 0.23498 | 0.77927 |
COF | 16 | 0.18182 | 0.16543 | 0.15558 | 0.13867 | 0.22785 | 0.21239 | 0.79912 |
COF | 23 | 0.12121 | 0.10362 | 0.13663 | 0.11935 | 0.21311 | 0.19736 | 0.81418 |
Plots
Not normalized, duplicates
This version contains 21 attributes, 1688 objects, 33 outliers (1.95%)
Download raw algorithm results (14.6 MB) Download raw algorithm evaluation table (61.3 kB)
Best Parameters
The following table contains the best
(overall and per-method)
results for each method and evaluation measure (when the same score was achieved twice, only the smallest k is given).
The Maximum F1-Measure is complimentary in addition to the measures in the original publication.
Algorithm | k | P@n | Adj. P@n | AP | Adj. AP | Max-F1 | Adj. MF1 | ROC AUC |
---|---|---|---|---|---|---|---|---|
KNN | 1 | 0.21212 | 0.19641 | 0.13142 | 0.11410 | 0.25352 | 0.23864 | 0.81063 |
KNN | 65 | 0.15152 | 0.13460 | 0.11002 | 0.09228 | 0.22667 | 0.21125 | 0.81882 |
KNNW | 1 | 0.30303 | 0.28913 | 0.18419 | 0.16792 | 0.32787 | 0.31447 | 0.76777 |
KNNW | 100 | 0.15152 | 0.13460 | 0.10642 | 0.08860 | 0.20915 | 0.19338 | 0.81939 |
LOF | 6 | 0.21212 | 0.19641 | 0.13426 | 0.11700 | 0.31461 | 0.30094 | 0.79434 |
LOF | 7 | 0.24242 | 0.22732 | 0.12906 | 0.11170 | 0.26374 | 0.24906 | 0.81533 |
LOF | 9 | 0.24242 | 0.22732 | 0.13587 | 0.11864 | 0.24242 | 0.22732 | 0.82237 |
LOF | 12 | 0.24242 | 0.22732 | 0.10552 | 0.08768 | 0.24615 | 0.23112 | 0.85799 |
SimplifiedLOF | 8 | 0.24242 | 0.22732 | 0.17093 | 0.15440 | 0.28169 | 0.26737 | 0.78105 |
SimplifiedLOF | 9 | 0.27273 | 0.25823 | 0.17019 | 0.15364 | 0.30000 | 0.28604 | 0.79507 |
SimplifiedLOF | 14 | 0.27273 | 0.25823 | 0.16754 | 0.15094 | 0.31579 | 0.30215 | 0.85777 |
SimplifiedLOF | 22 | 0.24242 | 0.22732 | 0.12826 | 0.11087 | 0.24615 | 0.23112 | 0.86974 |
LoOP | 7 | 0.27273 | 0.25823 | 0.18226 | 0.16596 | 0.33333 | 0.32004 | 0.75963 |
LoOP | 9 | 0.30303 | 0.28913 | 0.16705 | 0.15044 | 0.31746 | 0.30385 | 0.77431 |
LoOP | 25 | 0.15152 | 0.13460 | 0.11532 | 0.09768 | 0.21333 | 0.19765 | 0.85182 |
LDOF | 8 | 0.24242 | 0.22732 | 0.18738 | 0.17118 | 0.28571 | 0.27147 | 0.72821 |
LDOF | 17 | 0.33333 | 0.32004 | 0.17082 | 0.15429 | 0.34286 | 0.32975 | 0.75593 |
LDOF | 94 | 0.18182 | 0.16550 | 0.11767 | 0.10007 | 0.23140 | 0.21608 | 0.83490 |
ODIN | 74 | 0.20000 | 0.18405 | 0.13937 | 0.12221 | 0.21918 | 0.20361 | 0.80735 |
ODIN | 97 | 0.13853 | 0.12135 | 0.15706 | 0.14025 | 0.24359 | 0.22851 | 0.81620 |
ODIN | 99 | 0.14646 | 0.12945 | 0.15858 | 0.14180 | 0.23841 | 0.22322 | 0.81801 |
ODIN | 100 | 0.14646 | 0.12945 | 0.15727 | 0.14047 | 0.23750 | 0.22230 | 0.81826 |
FastABOD | 5 | 0.27273 | 0.25823 | 0.18271 | 0.16642 | 0.29851 | 0.28452 | 0.78118 |
FastABOD | 7 | 0.30303 | 0.28913 | 0.16113 | 0.14441 | 0.30769 | 0.29389 | 0.79231 |
KDEOS | 13 | 0.12121 | 0.10369 | 0.04853 | 0.02956 | 0.12121 | 0.10369 | 0.71460 |
KDEOS | 85 | 0.09091 | 0.07278 | 0.10324 | 0.08536 | 0.16901 | 0.15244 | 0.82461 |
KDEOS | 95 | 0.06061 | 0.04187 | 0.08256 | 0.06427 | 0.16580 | 0.14917 | 0.82988 |
KDEOS | 100 | 0.09091 | 0.07278 | 0.08347 | 0.06519 | 0.17610 | 0.15967 | 0.82684 |
LDF | 6 | 0.21212 | 0.19641 | 0.13926 | 0.12209 | 0.25532 | 0.24047 | 0.80249 |
LDF | 8 | 0.21212 | 0.19641 | 0.14903 | 0.13206 | 0.29167 | 0.27754 | 0.76468 |
LDF | 9 | 0.21212 | 0.19641 | 0.16557 | 0.14893 | 0.28000 | 0.26564 | 0.79275 |
LDF | 99 | 0.15152 | 0.13460 | 0.14018 | 0.12304 | 0.28302 | 0.26872 | 0.86396 |
INFLO | 4 | 0.27273 | 0.25823 | 0.15155 | 0.13463 | 0.28571 | 0.27147 | 0.72032 |
INFLO | 5 | 0.27273 | 0.25823 | 0.17712 | 0.16071 | 0.30588 | 0.29204 | 0.76104 |
INFLO | 6 | 0.27273 | 0.25823 | 0.17071 | 0.15417 | 0.30769 | 0.29389 | 0.72951 |
INFLO | 11 | 0.24242 | 0.22732 | 0.14874 | 0.13177 | 0.26966 | 0.25510 | 0.83592 |
COF | 6 | 0.24242 | 0.22732 | 0.13000 | 0.11265 | 0.27848 | 0.26409 | 0.75883 |
COF | 13 | 0.18182 | 0.16550 | 0.14560 | 0.12856 | 0.20000 | 0.18405 | 0.79912 |
COF | 15 | 0.15152 | 0.13460 | 0.18766 | 0.17146 | 0.22222 | 0.20671 | 0.79656 |