Cardiotocography (10% of outliers version#07)
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, 1831 objects, 183 outliers (9.99%)
Download raw algorithm results (15.9 MB) Download raw algorithm evaluation table (72.4 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 | 93 | 0.37705 | 0.30787 | 0.35724 | 0.28587 | 0.38783 | 0.31986 | 0.75119 |
KNN | 99 | 0.37158 | 0.30180 | 0.35969 | 0.28859 | 0.39085 | 0.32321 | 0.75294 |
KNN | 100 | 0.37158 | 0.30180 | 0.35952 | 0.28839 | 0.38806 | 0.32011 | 0.75303 |
KNNW | 74 | 0.33880 | 0.26538 | 0.32163 | 0.24630 | 0.35945 | 0.28832 | 0.72335 |
KNNW | 100 | 0.33333 | 0.25930 | 0.32968 | 0.25525 | 0.37744 | 0.30831 | 0.73226 |
LOF | 79 | 0.28962 | 0.21073 | 0.23859 | 0.15404 | 0.31967 | 0.24413 | 0.74678 |
LOF | 100 | 0.26776 | 0.18645 | 0.26067 | 0.17858 | 0.34195 | 0.26888 | 0.76052 |
SimplifiedLOF | 38 | 0.25137 | 0.16824 | 0.19188 | 0.10214 | 0.33696 | 0.26333 | 0.67570 |
SimplifiedLOF | 91 | 0.29508 | 0.21681 | 0.21735 | 0.13044 | 0.32014 | 0.24464 | 0.70791 |
SimplifiedLOF | 100 | 0.29508 | 0.21681 | 0.22267 | 0.13635 | 0.32224 | 0.24698 | 0.71323 |
LoOP | 74 | 0.25683 | 0.17431 | 0.19667 | 0.10746 | 0.32203 | 0.24675 | 0.68360 |
LoOP | 94 | 0.27869 | 0.19859 | 0.20800 | 0.12006 | 0.31579 | 0.23981 | 0.69618 |
LoOP | 100 | 0.27869 | 0.19859 | 0.21236 | 0.12489 | 0.31602 | 0.24007 | 0.69965 |
LDOF | 19 | 0.26776 | 0.18645 | 0.17935 | 0.08822 | 0.28141 | 0.20161 | 0.61395 |
LDOF | 81 | 0.25683 | 0.17431 | 0.18406 | 0.09345 | 0.30063 | 0.22297 | 0.65048 |
LDOF | 100 | 0.26776 | 0.18645 | 0.19296 | 0.10334 | 0.29231 | 0.21372 | 0.66456 |
ODIN | 98 | 0.25519 | 0.17248 | 0.19783 | 0.10876 | 0.31016 | 0.23356 | 0.71700 |
ODIN | 99 | 0.25839 | 0.17604 | 0.19825 | 0.10922 | 0.30986 | 0.23322 | 0.71762 |
ODIN | 100 | 0.25410 | 0.17127 | 0.19870 | 0.10972 | 0.30714 | 0.23021 | 0.71804 |
FastABOD | 16 | 0.30601 | 0.22895 | 0.22358 | 0.13737 | 0.30769 | 0.23082 | 0.68439 |
FastABOD | 100 | 0.27869 | 0.19859 | 0.23953 | 0.15509 | 0.31496 | 0.23889 | 0.69705 |
KDEOS | 12 | 0.15847 | 0.06502 | 0.12942 | 0.03275 | 0.20167 | 0.11302 | 0.56626 |
KDEOS | 23 | 0.15301 | 0.05895 | 0.13922 | 0.04363 | 0.22889 | 0.14327 | 0.59369 |
KDEOS | 68 | 0.12568 | 0.02860 | 0.12900 | 0.03228 | 0.23701 | 0.15228 | 0.61045 |
KDEOS | 100 | 0.13661 | 0.04074 | 0.13558 | 0.03959 | 0.23516 | 0.15023 | 0.63096 |
LDF | 93 | 0.38251 | 0.31395 | 0.35536 | 0.28378 | 0.42208 | 0.35790 | 0.76739 |
LDF | 95 | 0.38798 | 0.32002 | 0.35705 | 0.28565 | 0.41967 | 0.35523 | 0.76768 |
LDF | 96 | 0.38798 | 0.32002 | 0.35927 | 0.28812 | 0.41967 | 0.35523 | 0.76808 |
LDF | 100 | 0.38798 | 0.32002 | 0.36919 | 0.29914 | 0.42000 | 0.35559 | 0.76784 |
INFLO | 87 | 0.27322 | 0.19252 | 0.21551 | 0.12840 | 0.32218 | 0.24691 | 0.71085 |
INFLO | 91 | 0.26776 | 0.18645 | 0.21897 | 0.13225 | 0.33028 | 0.25591 | 0.71288 |
INFLO | 100 | 0.27322 | 0.19252 | 0.22832 | 0.14263 | 0.32527 | 0.25035 | 0.72282 |
COF | 40 | 0.32787 | 0.25323 | 0.27596 | 0.19556 | 0.33062 | 0.25629 | 0.65095 |
COF | 43 | 0.31694 | 0.24109 | 0.28123 | 0.20142 | 0.33231 | 0.25816 | 0.64872 |
COF | 94 | 0.27869 | 0.19859 | 0.30827 | 0.23146 | 0.29101 | 0.21228 | 0.69089 |
COF | 96 | 0.27322 | 0.19252 | 0.30880 | 0.23205 | 0.29208 | 0.21347 | 0.68960 |
Plots
Normalized, duplicates
This version contains 21 attributes, 1838 objects, 183 outliers (9.96%)
Download raw algorithm results (15.9 MB) Download raw algorithm evaluation table (71.8 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 | 7 | 0.34426 | 0.27175 | 0.27324 | 0.19288 | 0.34521 | 0.27280 | 0.64235 |
KNN | 67 | 0.33333 | 0.25962 | 0.32433 | 0.24962 | 0.35730 | 0.28623 | 0.72181 |
KNN | 98 | 0.34426 | 0.27175 | 0.34004 | 0.26707 | 0.35294 | 0.28139 | 0.73174 |
KNNW | 7 | 0.34973 | 0.27782 | 0.28734 | 0.20854 | 0.35359 | 0.28212 | 0.64730 |
KNNW | 11 | 0.34426 | 0.27175 | 0.28561 | 0.20661 | 0.35632 | 0.28515 | 0.64450 |
KNNW | 100 | 0.33333 | 0.25962 | 0.31139 | 0.23525 | 0.35013 | 0.27827 | 0.70534 |
LOF | 84 | 0.29508 | 0.21714 | 0.24746 | 0.16424 | 0.32514 | 0.25051 | 0.75129 |
LOF | 99 | 0.27322 | 0.19286 | 0.26124 | 0.17956 | 0.33616 | 0.26275 | 0.76154 |
LOF | 100 | 0.27869 | 0.19893 | 0.26126 | 0.17957 | 0.33616 | 0.26275 | 0.76183 |
SimplifiedLOF | 9 | 0.27869 | 0.19893 | 0.25019 | 0.16728 | 0.29798 | 0.22035 | 0.66280 |
SimplifiedLOF | 15 | 0.31694 | 0.24141 | 0.24007 | 0.15604 | 0.33126 | 0.25732 | 0.68200 |
SimplifiedLOF | 18 | 0.30601 | 0.22927 | 0.23035 | 0.14525 | 0.34298 | 0.27034 | 0.67809 |
SimplifiedLOF | 100 | 0.28415 | 0.20500 | 0.23238 | 0.14750 | 0.32609 | 0.25157 | 0.71583 |
LoOP | 17 | 0.29508 | 0.21714 | 0.20609 | 0.11830 | 0.30769 | 0.23114 | 0.66481 |
LoOP | 98 | 0.26776 | 0.18679 | 0.21958 | 0.13328 | 0.32542 | 0.25083 | 0.70246 |
LoOP | 99 | 0.26776 | 0.18679 | 0.22036 | 0.13415 | 0.32542 | 0.25083 | 0.70415 |
LoOP | 100 | 0.26776 | 0.18679 | 0.22078 | 0.13462 | 0.32215 | 0.24719 | 0.70404 |
LDOF | 21 | 0.26776 | 0.18679 | 0.20837 | 0.12084 | 0.31527 | 0.23956 | 0.65419 |
LDOF | 24 | 0.29508 | 0.21714 | 0.19998 | 0.11152 | 0.30224 | 0.22508 | 0.65094 |
LDOF | 90 | 0.25683 | 0.17466 | 0.20022 | 0.11178 | 0.32766 | 0.25332 | 0.66376 |
LDOF | 100 | 0.25683 | 0.17466 | 0.20410 | 0.11609 | 0.31884 | 0.24352 | 0.66945 |
ODIN | 95 | 0.23497 | 0.15038 | 0.21162 | 0.12445 | 0.31304 | 0.23708 | 0.72379 |
ODIN | 100 | 0.24044 | 0.15645 | 0.21384 | 0.12691 | 0.30798 | 0.23147 | 0.72747 |
FastABOD | 45 | 0.31148 | 0.23534 | 0.24262 | 0.15887 | 0.31233 | 0.23629 | 0.69106 |
FastABOD | 99 | 0.29508 | 0.21714 | 0.24829 | 0.16517 | 0.31925 | 0.24398 | 0.69986 |
FastABOD | 100 | 0.29508 | 0.21714 | 0.24824 | 0.16512 | 0.32000 | 0.24481 | 0.69998 |
KDEOS | 12 | 0.16940 | 0.07756 | 0.14149 | 0.04656 | 0.22483 | 0.13912 | 0.61061 |
KDEOS | 23 | 0.13115 | 0.03508 | 0.15276 | 0.05908 | 0.24059 | 0.15661 | 0.61007 |
KDEOS | 99 | 0.14208 | 0.04721 | 0.14631 | 0.05191 | 0.26298 | 0.18148 | 0.64247 |
KDEOS | 100 | 0.14754 | 0.05328 | 0.14718 | 0.05288 | 0.26166 | 0.18002 | 0.64317 |
LDF | 5 | 0.35519 | 0.28389 | 0.30234 | 0.22519 | 0.36858 | 0.29876 | 0.68314 |
LDF | 99 | 0.33333 | 0.25962 | 0.34144 | 0.26862 | 0.35976 | 0.28896 | 0.75798 |
INFLO | 98 | 0.27869 | 0.19893 | 0.23286 | 0.14803 | 0.33460 | 0.26102 | 0.71738 |
INFLO | 99 | 0.28415 | 0.20500 | 0.23467 | 0.15004 | 0.33397 | 0.26032 | 0.72491 |
INFLO | 100 | 0.28415 | 0.20500 | 0.23515 | 0.15058 | 0.33333 | 0.25962 | 0.72577 |
COF | 12 | 0.30055 | 0.22321 | 0.26296 | 0.18146 | 0.31873 | 0.24339 | 0.69975 |
COF | 38 | 0.31694 | 0.24141 | 0.27404 | 0.19376 | 0.32222 | 0.24728 | 0.65106 |
COF | 53 | 0.30601 | 0.22927 | 0.27617 | 0.19613 | 0.33803 | 0.26483 | 0.65165 |
COF | 86 | 0.26776 | 0.18679 | 0.28607 | 0.20713 | 0.27778 | 0.19792 | 0.67370 |
Plots
Not normalized, without duplicates
This version contains 21 attributes, 1831 objects, 183 outliers (9.99%)
Download raw algorithm results (15.9 MB) Download raw algorithm evaluation table (71.5 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 | 2 | 0.28962 | 0.21073 | 0.25110 | 0.16794 | 0.32178 | 0.24647 | 0.72916 |
KNN | 69 | 0.33880 | 0.26538 | 0.23927 | 0.15480 | 0.35676 | 0.28533 | 0.74244 |
KNN | 98 | 0.34973 | 0.27752 | 0.24193 | 0.15775 | 0.35171 | 0.27972 | 0.74647 |
KNN | 100 | 0.34973 | 0.27752 | 0.24234 | 0.15821 | 0.35079 | 0.27869 | 0.74673 |
KNNW | 3 | 0.26776 | 0.18645 | 0.25316 | 0.17023 | 0.32682 | 0.25207 | 0.72968 |
KNNW | 8 | 0.31694 | 0.24109 | 0.24118 | 0.15691 | 0.31753 | 0.24174 | 0.73227 |
KNNW | 91 | 0.30055 | 0.22288 | 0.23570 | 0.15082 | 0.34191 | 0.26884 | 0.73941 |
KNNW | 100 | 0.30601 | 0.22895 | 0.23666 | 0.15189 | 0.34074 | 0.26753 | 0.74037 |
LOF | 8 | 0.30055 | 0.22288 | 0.27108 | 0.19014 | 0.32558 | 0.25069 | 0.70906 |
LOF | 9 | 0.31694 | 0.24109 | 0.27031 | 0.18928 | 0.32976 | 0.25534 | 0.71355 |
LOF | 100 | 0.30055 | 0.22288 | 0.25059 | 0.16737 | 0.37477 | 0.30535 | 0.77655 |
SimplifiedLOF | 13 | 0.28962 | 0.21073 | 0.26620 | 0.18471 | 0.32091 | 0.24550 | 0.71535 |
SimplifiedLOF | 17 | 0.30601 | 0.22895 | 0.25491 | 0.17217 | 0.33083 | 0.25652 | 0.71356 |
SimplifiedLOF | 96 | 0.28962 | 0.21073 | 0.23339 | 0.14827 | 0.35810 | 0.28682 | 0.73600 |
SimplifiedLOF | 100 | 0.29508 | 0.21681 | 0.23405 | 0.14899 | 0.35701 | 0.28561 | 0.73654 |
LoOP | 14 | 0.27322 | 0.19252 | 0.23738 | 0.15269 | 0.30638 | 0.22936 | 0.69736 |
LoOP | 87 | 0.30055 | 0.22288 | 0.22668 | 0.14081 | 0.35036 | 0.27823 | 0.72043 |
LoOP | 94 | 0.29508 | 0.21681 | 0.22875 | 0.14310 | 0.34824 | 0.27586 | 0.72301 |
LDOF | 22 | 0.32240 | 0.24716 | 0.23400 | 0.14894 | 0.34826 | 0.27589 | 0.64840 |
LDOF | 96 | 0.28415 | 0.20466 | 0.23027 | 0.14480 | 0.35274 | 0.28087 | 0.72963 |
LDOF | 100 | 0.28415 | 0.20466 | 0.23088 | 0.14547 | 0.34768 | 0.27524 | 0.72994 |
ODIN | 91 | 0.32787 | 0.25323 | 0.26085 | 0.17877 | 0.35772 | 0.28640 | 0.73064 |
ODIN | 96 | 0.31639 | 0.24048 | 0.26773 | 0.18642 | 0.35907 | 0.28790 | 0.73339 |
ODIN | 98 | 0.31694 | 0.24109 | 0.26531 | 0.18372 | 0.36117 | 0.29023 | 0.73462 |
ODIN | 100 | 0.32172 | 0.24640 | 0.26618 | 0.18469 | 0.36077 | 0.28979 | 0.73676 |
FastABOD | 89 | 0.29508 | 0.21681 | 0.23791 | 0.15329 | 0.31228 | 0.23591 | 0.71426 |
FastABOD | 93 | 0.30055 | 0.22288 | 0.23768 | 0.15303 | 0.31325 | 0.23699 | 0.71433 |
FastABOD | 100 | 0.30055 | 0.22288 | 0.23783 | 0.15320 | 0.31579 | 0.23981 | 0.71460 |
KDEOS | 97 | 0.19672 | 0.10752 | 0.16892 | 0.07663 | 0.29551 | 0.21729 | 0.69536 |
KDEOS | 100 | 0.18033 | 0.08931 | 0.17054 | 0.07843 | 0.29333 | 0.21486 | 0.69694 |
LDF | 8 | 0.32787 | 0.25323 | 0.30141 | 0.22384 | 0.34562 | 0.27296 | 0.72562 |
LDF | 55 | 0.27869 | 0.19859 | 0.23214 | 0.14688 | 0.36768 | 0.29746 | 0.74559 |
LDF | 89 | 0.33333 | 0.25930 | 0.25247 | 0.16946 | 0.36330 | 0.29259 | 0.77802 |
LDF | 100 | 0.33333 | 0.25930 | 0.26195 | 0.17999 | 0.36025 | 0.28921 | 0.78881 |
INFLO | 68 | 0.27869 | 0.19859 | 0.22828 | 0.14258 | 0.35368 | 0.28191 | 0.72856 |
INFLO | 91 | 0.32240 | 0.24716 | 0.23559 | 0.15071 | 0.34034 | 0.26708 | 0.73679 |
INFLO | 96 | 0.31694 | 0.24109 | 0.23752 | 0.15286 | 0.34583 | 0.27319 | 0.74464 |
INFLO | 97 | 0.31148 | 0.23502 | 0.23759 | 0.15293 | 0.34440 | 0.27160 | 0.74464 |
COF | 14 | 0.27869 | 0.19859 | 0.26299 | 0.18115 | 0.31628 | 0.24036 | 0.71268 |
COF | 48 | 0.33333 | 0.25930 | 0.27044 | 0.18943 | 0.35294 | 0.28109 | 0.67527 |
COF | 49 | 0.32787 | 0.25323 | 0.26757 | 0.18624 | 0.36150 | 0.29060 | 0.67363 |
COF | 57 | 0.34973 | 0.27752 | 0.26314 | 0.18132 | 0.35326 | 0.28144 | 0.67060 |
Plots
Not normalized, duplicates
This version contains 21 attributes, 1838 objects, 183 outliers (9.96%)
Download raw algorithm results (15.9 MB) Download raw algorithm evaluation table (70.9 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 | 0.27869 | 0.19893 | 0.25357 | 0.17103 | 0.29840 | 0.22082 | 0.71597 |
KNN | 61 | 0.33880 | 0.26569 | 0.23464 | 0.15001 | 0.34146 | 0.26865 | 0.71979 |
KNN | 91 | 0.33880 | 0.26569 | 0.23595 | 0.15147 | 0.35263 | 0.28105 | 0.72350 |
KNN | 100 | 0.33880 | 0.26569 | 0.23654 | 0.15212 | 0.35079 | 0.27900 | 0.72615 |
KNNW | 2 | 0.26230 | 0.18072 | 0.27151 | 0.19095 | 0.30939 | 0.23303 | 0.72276 |
KNNW | 3 | 0.27869 | 0.19893 | 0.26411 | 0.18274 | 0.30686 | 0.23022 | 0.72281 |
KNNW | 62 | 0.31148 | 0.23534 | 0.23081 | 0.14575 | 0.32338 | 0.24857 | 0.71287 |
KNNW | 91 | 0.30601 | 0.22927 | 0.23199 | 0.14707 | 0.33333 | 0.25962 | 0.71739 |
LOF | 8 | 0.31694 | 0.24141 | 0.28453 | 0.20542 | 0.33333 | 0.25962 | 0.70891 |
LOF | 94 | 0.30055 | 0.22321 | 0.24260 | 0.15885 | 0.36149 | 0.29089 | 0.75124 |
LOF | 100 | 0.30601 | 0.22927 | 0.24477 | 0.16126 | 0.35867 | 0.28776 | 0.75416 |
SimplifiedLOF | 15 | 0.28962 | 0.21107 | 0.28024 | 0.20066 | 0.32248 | 0.24756 | 0.70722 |
SimplifiedLOF | 23 | 0.28415 | 0.20500 | 0.25560 | 0.17329 | 0.35073 | 0.27894 | 0.70540 |
SimplifiedLOF | 70 | 0.32240 | 0.24748 | 0.23909 | 0.15495 | 0.34118 | 0.26833 | 0.71518 |
SimplifiedLOF | 98 | 0.28962 | 0.21107 | 0.23655 | 0.15213 | 0.34804 | 0.27595 | 0.71771 |
LoOP | 15 | 0.27869 | 0.19893 | 0.25964 | 0.17778 | 0.31353 | 0.23763 | 0.69433 |
LoOP | 73 | 0.30601 | 0.22927 | 0.23670 | 0.15230 | 0.34468 | 0.27222 | 0.70233 |
LoOP | 76 | 0.30055 | 0.22321 | 0.23809 | 0.15385 | 0.35095 | 0.27918 | 0.70267 |
LoOP | 78 | 0.28962 | 0.21107 | 0.23845 | 0.15424 | 0.35043 | 0.27860 | 0.70464 |
LDOF | 84 | 0.31148 | 0.23534 | 0.23630 | 0.15185 | 0.33506 | 0.26154 | 0.70814 |
LDOF | 95 | 0.30055 | 0.22321 | 0.23977 | 0.15571 | 0.34336 | 0.27076 | 0.71360 |
LDOF | 99 | 0.30055 | 0.22321 | 0.24149 | 0.15762 | 0.34111 | 0.26826 | 0.71408 |
LDOF | 100 | 0.30601 | 0.22927 | 0.24144 | 0.15757 | 0.34295 | 0.27030 | 0.71459 |
ODIN | 74 | 0.33880 | 0.26569 | 0.26867 | 0.18780 | 0.35048 | 0.27866 | 0.71081 |
ODIN | 98 | 0.31803 | 0.24262 | 0.27616 | 0.19612 | 0.36771 | 0.29780 | 0.72245 |
ODIN | 100 | 0.31382 | 0.23794 | 0.27564 | 0.19555 | 0.37500 | 0.30589 | 0.72387 |
FastABOD | 8 | 0.27869 | 0.19893 | 0.26159 | 0.17994 | 0.29421 | 0.21617 | 0.71734 |
FastABOD | 56 | 0.28962 | 0.21107 | 0.25459 | 0.17217 | 0.31216 | 0.23610 | 0.71925 |
FastABOD | 99 | 0.28415 | 0.20500 | 0.25421 | 0.17175 | 0.32044 | 0.24530 | 0.72312 |
FastABOD | 100 | 0.28415 | 0.20500 | 0.25420 | 0.17173 | 0.31868 | 0.24335 | 0.72312 |
KDEOS | 44 | 0.20765 | 0.12004 | 0.16317 | 0.07064 | 0.25662 | 0.17443 | 0.65977 |
KDEOS | 98 | 0.20219 | 0.11397 | 0.18762 | 0.09779 | 0.28280 | 0.20350 | 0.68992 |
KDEOS | 100 | 0.20219 | 0.11397 | 0.18673 | 0.09680 | 0.28571 | 0.20673 | 0.69045 |
LDF | 8 | 0.36066 | 0.28996 | 0.29823 | 0.22063 | 0.37101 | 0.30147 | 0.72574 |
LDF | 100 | 0.33333 | 0.25962 | 0.24987 | 0.16693 | 0.34054 | 0.26762 | 0.76966 |
INFLO | 9 | 0.26776 | 0.18679 | 0.26632 | 0.18519 | 0.29968 | 0.22225 | 0.68683 |
INFLO | 87 | 0.30601 | 0.22927 | 0.23601 | 0.15153 | 0.34879 | 0.27678 | 0.71455 |
INFLO | 94 | 0.30055 | 0.22321 | 0.23639 | 0.15196 | 0.35056 | 0.27875 | 0.71613 |
INFLO | 100 | 0.29508 | 0.21714 | 0.23902 | 0.15487 | 0.34821 | 0.27614 | 0.72741 |
COF | 13 | 0.26230 | 0.18072 | 0.23379 | 0.14907 | 0.28070 | 0.20117 | 0.69422 |
COF | 63 | 0.30055 | 0.22321 | 0.26179 | 0.18016 | 0.33118 | 0.25723 | 0.68053 |
COF | 75 | 0.30601 | 0.22927 | 0.24651 | 0.16320 | 0.33333 | 0.25962 | 0.67334 |
COF | 77 | 0.30055 | 0.22321 | 0.23872 | 0.15454 | 0.34071 | 0.26781 | 0.67234 |