Cardiotocography (5% of outliers version#09)
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, 1734 objects, 86 outliers (4.96%)
Download raw algorithm results (15.0 MB) Download raw algorithm evaluation table (65.9 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 | 90 | 0.33721 | 0.30262 | 0.31374 | 0.27793 | 0.35979 | 0.32638 | 0.77841 |
KNN | 96 | 0.33721 | 0.30262 | 0.31633 | 0.28065 | 0.36923 | 0.33631 | 0.77944 |
KNN | 99 | 0.33721 | 0.30262 | 0.31631 | 0.28063 | 0.36923 | 0.33631 | 0.78084 |
KNNW | 3 | 0.31395 | 0.27815 | 0.25854 | 0.21985 | 0.32117 | 0.28574 | 0.71180 |
KNNW | 6 | 0.31395 | 0.27815 | 0.26133 | 0.22279 | 0.32704 | 0.29193 | 0.72164 |
KNNW | 100 | 0.30233 | 0.26592 | 0.28693 | 0.24972 | 0.31638 | 0.28071 | 0.76451 |
LOF | 6 | 0.29070 | 0.25368 | 0.19829 | 0.15646 | 0.29630 | 0.25957 | 0.71004 |
LOF | 96 | 0.25581 | 0.21698 | 0.22597 | 0.18558 | 0.29947 | 0.26291 | 0.81057 |
LOF | 100 | 0.26744 | 0.22921 | 0.22980 | 0.18961 | 0.29474 | 0.25793 | 0.81139 |
SimplifiedLOF | 11 | 0.34884 | 0.31486 | 0.23898 | 0.19926 | 0.35838 | 0.32490 | 0.72804 |
SimplifiedLOF | 12 | 0.32558 | 0.29039 | 0.24006 | 0.20040 | 0.34595 | 0.31181 | 0.73432 |
SimplifiedLOF | 100 | 0.25581 | 0.21698 | 0.20702 | 0.16564 | 0.28340 | 0.24601 | 0.78852 |
LoOP | 11 | 0.27907 | 0.24145 | 0.17548 | 0.13245 | 0.31925 | 0.28372 | 0.72562 |
LoOP | 100 | 0.23256 | 0.19251 | 0.19695 | 0.15505 | 0.29310 | 0.25621 | 0.78039 |
LDOF | 15 | 0.24419 | 0.20474 | 0.18216 | 0.13948 | 0.28249 | 0.24504 | 0.71153 |
LDOF | 62 | 0.26744 | 0.22921 | 0.16135 | 0.11758 | 0.28829 | 0.25115 | 0.73270 |
LDOF | 91 | 0.20930 | 0.16804 | 0.17414 | 0.13104 | 0.30189 | 0.26546 | 0.74963 |
LDOF | 100 | 0.20930 | 0.16804 | 0.17504 | 0.13199 | 0.29596 | 0.25922 | 0.75202 |
ODIN | 71 | 0.20930 | 0.16804 | 0.14177 | 0.09699 | 0.24932 | 0.21015 | 0.76256 |
ODIN | 99 | 0.19767 | 0.15581 | 0.15543 | 0.11136 | 0.26950 | 0.23138 | 0.78130 |
ODIN | 100 | 0.20000 | 0.15825 | 0.15588 | 0.11183 | 0.26531 | 0.22697 | 0.78221 |
FastABOD | 7 | 0.29070 | 0.25368 | 0.19226 | 0.15011 | 0.29070 | 0.25368 | 0.72455 |
FastABOD | 12 | 0.27907 | 0.24145 | 0.19130 | 0.14910 | 0.30769 | 0.27156 | 0.72523 |
FastABOD | 100 | 0.23256 | 0.19251 | 0.19700 | 0.15510 | 0.28000 | 0.24243 | 0.74407 |
KDEOS | 16 | 0.13953 | 0.09463 | 0.11052 | 0.06410 | 0.17178 | 0.12856 | 0.68060 |
KDEOS | 23 | 0.09302 | 0.04569 | 0.11717 | 0.07110 | 0.16471 | 0.12112 | 0.68415 |
KDEOS | 99 | 0.10465 | 0.05793 | 0.10092 | 0.05400 | 0.18564 | 0.14314 | 0.70901 |
KDEOS | 100 | 0.10465 | 0.05793 | 0.10154 | 0.05466 | 0.18278 | 0.14013 | 0.70941 |
LDF | 84 | 0.37209 | 0.33933 | 0.27747 | 0.23977 | 0.37209 | 0.33933 | 0.78009 |
LDF | 90 | 0.37209 | 0.33933 | 0.28078 | 0.24325 | 0.38750 | 0.35554 | 0.78037 |
LDF | 100 | 0.37209 | 0.33933 | 0.30626 | 0.27006 | 0.38462 | 0.35250 | 0.78488 |
INFLO | 8 | 0.25581 | 0.21698 | 0.18770 | 0.14531 | 0.28431 | 0.24697 | 0.71512 |
INFLO | 98 | 0.22093 | 0.18027 | 0.20609 | 0.16466 | 0.31461 | 0.27884 | 0.80202 |
INFLO | 99 | 0.22093 | 0.18027 | 0.20842 | 0.16712 | 0.31138 | 0.27544 | 0.80176 |
INFLO | 100 | 0.22093 | 0.18027 | 0.20781 | 0.16647 | 0.31142 | 0.27549 | 0.80221 |
COF | 13 | 0.24419 | 0.20474 | 0.21986 | 0.17915 | 0.28019 | 0.24263 | 0.74016 |
COF | 26 | 0.24419 | 0.20474 | 0.25275 | 0.21375 | 0.27119 | 0.23315 | 0.69527 |
COF | 34 | 0.27907 | 0.24145 | 0.23755 | 0.19777 | 0.31293 | 0.27707 | 0.71809 |
COF | 35 | 0.29070 | 0.25368 | 0.23082 | 0.19069 | 0.29412 | 0.25728 | 0.71801 |
Plots
Normalized, duplicates
This version contains 21 attributes, 1742 objects, 87 outliers (4.99%)
Download raw algorithm results (15.1 MB) Download raw algorithm evaluation table (66.7 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 | 0.32184 | 0.28619 | 0.29604 | 0.25904 | 0.35556 | 0.32168 | 0.77589 |
KNN | 87 | 0.36782 | 0.33458 | 0.30905 | 0.27272 | 0.38679 | 0.35456 | 0.75351 |
KNN | 97 | 0.36782 | 0.33458 | 0.31099 | 0.27477 | 0.39378 | 0.36191 | 0.75421 |
KNN | 98 | 0.36782 | 0.33458 | 0.31122 | 0.27502 | 0.39175 | 0.35978 | 0.75450 |
KNNW | 2 | 0.33333 | 0.29829 | 0.27854 | 0.24061 | 0.35714 | 0.32335 | 0.77200 |
KNNW | 4 | 0.35632 | 0.32248 | 0.28836 | 0.25095 | 0.35714 | 0.32335 | 0.76242 |
KNNW | 7 | 0.34483 | 0.31039 | 0.28783 | 0.25039 | 0.36943 | 0.33628 | 0.74876 |
KNNW | 100 | 0.35632 | 0.32248 | 0.29442 | 0.25732 | 0.36757 | 0.33432 | 0.74678 |
LOF | 5 | 0.29885 | 0.26199 | 0.20915 | 0.16758 | 0.30233 | 0.26565 | 0.71300 |
LOF | 7 | 0.27586 | 0.23780 | 0.24728 | 0.20772 | 0.31818 | 0.28234 | 0.74366 |
LOF | 38 | 0.24138 | 0.20150 | 0.19914 | 0.15704 | 0.32174 | 0.28608 | 0.76419 |
LOF | 100 | 0.27586 | 0.23780 | 0.22691 | 0.18627 | 0.28975 | 0.25242 | 0.78333 |
SimplifiedLOF | 9 | 0.34483 | 0.31039 | 0.28391 | 0.24626 | 0.36735 | 0.33409 | 0.75584 |
SimplifiedLOF | 10 | 0.35632 | 0.32248 | 0.27042 | 0.23207 | 0.36047 | 0.32685 | 0.75464 |
SimplifiedLOF | 11 | 0.34483 | 0.31039 | 0.26438 | 0.22571 | 0.37079 | 0.33771 | 0.75759 |
SimplifiedLOF | 100 | 0.25287 | 0.21360 | 0.21850 | 0.17742 | 0.29520 | 0.25815 | 0.77683 |
LoOP | 8 | 0.28736 | 0.24989 | 0.22091 | 0.17995 | 0.33333 | 0.29829 | 0.74354 |
LoOP | 9 | 0.29885 | 0.26199 | 0.23183 | 0.19145 | 0.32653 | 0.29113 | 0.74579 |
LoOP | 13 | 0.31034 | 0.27409 | 0.21399 | 0.17267 | 0.31395 | 0.27789 | 0.74907 |
LoOP | 100 | 0.26437 | 0.22570 | 0.20851 | 0.16691 | 0.29915 | 0.26230 | 0.77246 |
LDOF | 13 | 0.33333 | 0.29829 | 0.21828 | 0.17719 | 0.34826 | 0.31400 | 0.73159 |
LDOF | 15 | 0.32184 | 0.28619 | 0.22103 | 0.18008 | 0.33520 | 0.30025 | 0.73905 |
LDOF | 100 | 0.25287 | 0.21360 | 0.19930 | 0.15721 | 0.31088 | 0.27466 | 0.75569 |
ODIN | 67 | 0.24138 | 0.20150 | 0.17970 | 0.13658 | 0.24859 | 0.20909 | 0.75223 |
ODIN | 93 | 0.22824 | 0.18767 | 0.19260 | 0.15015 | 0.27068 | 0.23234 | 0.76356 |
ODIN | 99 | 0.22222 | 0.18134 | 0.18700 | 0.14426 | 0.27907 | 0.24117 | 0.76561 |
ODIN | 100 | 0.22222 | 0.18134 | 0.18822 | 0.14554 | 0.28125 | 0.24347 | 0.76543 |
FastABOD | 10 | 0.33333 | 0.29829 | 0.22944 | 0.18893 | 0.33333 | 0.29829 | 0.78684 |
FastABOD | 99 | 0.31034 | 0.27409 | 0.23584 | 0.19567 | 0.32927 | 0.29401 | 0.79229 |
FastABOD | 100 | 0.31034 | 0.27409 | 0.23555 | 0.19537 | 0.32927 | 0.29401 | 0.79238 |
KDEOS | 14 | 0.12644 | 0.08052 | 0.12746 | 0.08159 | 0.17492 | 0.13154 | 0.70363 |
KDEOS | 16 | 0.14943 | 0.10471 | 0.12157 | 0.07540 | 0.19355 | 0.15115 | 0.71158 |
KDEOS | 100 | 0.11494 | 0.06842 | 0.10383 | 0.05672 | 0.18605 | 0.14326 | 0.72288 |
LDF | 5 | 0.29885 | 0.26199 | 0.32711 | 0.29173 | 0.35000 | 0.31583 | 0.73325 |
LDF | 11 | 0.24138 | 0.20150 | 0.23484 | 0.19461 | 0.26415 | 0.22547 | 0.77449 |
LDF | 82 | 0.35632 | 0.32248 | 0.27400 | 0.23584 | 0.35632 | 0.32248 | 0.76717 |
LDF | 85 | 0.35632 | 0.32248 | 0.27505 | 0.23694 | 0.36257 | 0.32906 | 0.76992 |
INFLO | 7 | 0.28736 | 0.24989 | 0.20924 | 0.16767 | 0.29714 | 0.26020 | 0.71762 |
INFLO | 87 | 0.27586 | 0.23780 | 0.21437 | 0.17307 | 0.30405 | 0.26747 | 0.78063 |
INFLO | 98 | 0.27586 | 0.23780 | 0.21841 | 0.17732 | 0.31628 | 0.28034 | 0.77831 |
INFLO | 100 | 0.27586 | 0.23780 | 0.22109 | 0.18015 | 0.31489 | 0.27888 | 0.77748 |
COF | 10 | 0.26437 | 0.22570 | 0.27108 | 0.23277 | 0.30837 | 0.27201 | 0.77547 |
COF | 12 | 0.27586 | 0.23780 | 0.28006 | 0.24221 | 0.29897 | 0.26212 | 0.76030 |
COF | 16 | 0.29885 | 0.26199 | 0.26783 | 0.22934 | 0.33019 | 0.29498 | 0.74923 |
COF | 19 | 0.32184 | 0.28619 | 0.26205 | 0.22325 | 0.32836 | 0.29305 | 0.72397 |
Plots
Not normalized, without duplicates
This version contains 21 attributes, 1734 objects, 86 outliers (4.96%)
Download raw algorithm results (15.0 MB) Download raw algorithm evaluation table (65.4 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 | 1 | 0.27907 | 0.24145 | 0.21783 | 0.17701 | 0.28402 | 0.24666 | 0.73040 |
KNN | 66 | 0.23256 | 0.19251 | 0.15895 | 0.11506 | 0.28571 | 0.24844 | 0.76652 |
KNN | 100 | 0.22093 | 0.18027 | 0.16123 | 0.11746 | 0.28194 | 0.24447 | 0.77369 |
KNNW | 1 | 0.26744 | 0.22921 | 0.23131 | 0.19120 | 0.28125 | 0.24374 | 0.73576 |
KNNW | 2 | 0.27907 | 0.24145 | 0.22545 | 0.18503 | 0.29851 | 0.26190 | 0.73630 |
KNNW | 100 | 0.23256 | 0.19251 | 0.15752 | 0.11356 | 0.28085 | 0.24332 | 0.76779 |
LOF | 8 | 0.32558 | 0.29039 | 0.24081 | 0.20119 | 0.34286 | 0.30856 | 0.76492 |
LOF | 9 | 0.33721 | 0.30262 | 0.23798 | 0.19822 | 0.34177 | 0.30742 | 0.76073 |
LOF | 99 | 0.20930 | 0.16804 | 0.16856 | 0.12517 | 0.26718 | 0.22893 | 0.81335 |
SimplifiedLOF | 10 | 0.31395 | 0.27815 | 0.22642 | 0.18605 | 0.33540 | 0.30072 | 0.75576 |
SimplifiedLOF | 12 | 0.31395 | 0.27815 | 0.23584 | 0.19596 | 0.34177 | 0.30742 | 0.76286 |
SimplifiedLOF | 13 | 0.31395 | 0.27815 | 0.23972 | 0.20005 | 0.31707 | 0.28143 | 0.76784 |
SimplifiedLOF | 95 | 0.20930 | 0.16804 | 0.16351 | 0.11986 | 0.26556 | 0.22723 | 0.78615 |
LoOP | 10 | 0.30233 | 0.26592 | 0.20912 | 0.16785 | 0.31325 | 0.27742 | 0.74292 |
LoOP | 13 | 0.27907 | 0.24145 | 0.22853 | 0.18827 | 0.29851 | 0.26190 | 0.75382 |
LoOP | 93 | 0.20930 | 0.16804 | 0.16842 | 0.12502 | 0.26840 | 0.23022 | 0.77532 |
LDOF | 17 | 0.26744 | 0.22921 | 0.21748 | 0.17664 | 0.29231 | 0.25538 | 0.71060 |
LDOF | 18 | 0.29070 | 0.25368 | 0.20345 | 0.16188 | 0.30058 | 0.26408 | 0.71032 |
LDOF | 30 | 0.27907 | 0.24145 | 0.18425 | 0.14168 | 0.30769 | 0.27156 | 0.72468 |
LDOF | 94 | 0.20930 | 0.16804 | 0.16979 | 0.12646 | 0.27149 | 0.23348 | 0.78385 |
ODIN | 85 | 0.17674 | 0.13378 | 0.18903 | 0.14671 | 0.29412 | 0.25728 | 0.77137 |
ODIN | 98 | 0.22093 | 0.18027 | 0.19914 | 0.15735 | 0.28169 | 0.24421 | 0.77784 |
ODIN | 100 | 0.22093 | 0.18027 | 0.20104 | 0.15934 | 0.28436 | 0.24701 | 0.77952 |
FastABOD | 4 | 0.26744 | 0.22921 | 0.21385 | 0.17282 | 0.27059 | 0.23252 | 0.72675 |
FastABOD | 5 | 0.25581 | 0.21698 | 0.21450 | 0.17351 | 0.26846 | 0.23028 | 0.72505 |
FastABOD | 8 | 0.23256 | 0.19251 | 0.20851 | 0.16720 | 0.27397 | 0.23609 | 0.72751 |
FastABOD | 100 | 0.22093 | 0.18027 | 0.19166 | 0.14947 | 0.26415 | 0.22575 | 0.73655 |
KDEOS | 89 | 0.17442 | 0.13134 | 0.13381 | 0.08861 | 0.19512 | 0.15312 | 0.74500 |
KDEOS | 100 | 0.16279 | 0.11910 | 0.13888 | 0.09394 | 0.20948 | 0.16822 | 0.75278 |
LDF | 8 | 0.27907 | 0.24145 | 0.24232 | 0.20278 | 0.30508 | 0.26882 | 0.77573 |
LDF | 97 | 0.24419 | 0.20474 | 0.18157 | 0.13886 | 0.29474 | 0.25793 | 0.82893 |
INFLO | 7 | 0.30233 | 0.26592 | 0.19408 | 0.15203 | 0.30233 | 0.26592 | 0.73628 |
INFLO | 9 | 0.29070 | 0.25368 | 0.22165 | 0.18104 | 0.30986 | 0.27384 | 0.70995 |
INFLO | 100 | 0.22093 | 0.18027 | 0.17183 | 0.12861 | 0.28708 | 0.24988 | 0.78665 |
COF | 14 | 0.26744 | 0.22921 | 0.19620 | 0.15425 | 0.30476 | 0.26848 | 0.74924 |
COF | 15 | 0.31395 | 0.27815 | 0.21055 | 0.16936 | 0.32335 | 0.28804 | 0.74831 |
COF | 42 | 0.22093 | 0.18027 | 0.21260 | 0.17150 | 0.26022 | 0.22162 | 0.68245 |
Plots
Not normalized, duplicates
This version contains 21 attributes, 1742 objects, 87 outliers (4.99%)
Download raw algorithm results (15.0 MB) Download raw algorithm evaluation table (66.5 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 | 1 | 0.24138 | 0.20150 | 0.23019 | 0.18972 | 0.28723 | 0.24977 | 0.80970 |
KNN | 44 | 0.25287 | 0.21360 | 0.15894 | 0.11473 | 0.30303 | 0.26639 | 0.75050 |
KNN | 59 | 0.25287 | 0.21360 | 0.15963 | 0.11545 | 0.31535 | 0.27936 | 0.75188 |
KNNW | 2 | 0.26437 | 0.22570 | 0.23546 | 0.19527 | 0.28877 | 0.25138 | 0.81764 |
KNNW | 71 | 0.24138 | 0.20150 | 0.15976 | 0.11559 | 0.30088 | 0.26413 | 0.75680 |
LOF | 7 | 0.29885 | 0.26199 | 0.23187 | 0.19149 | 0.31818 | 0.28234 | 0.76507 |
LOF | 8 | 0.31034 | 0.27409 | 0.25647 | 0.21738 | 0.31694 | 0.28103 | 0.77731 |
LOF | 12 | 0.24138 | 0.20150 | 0.21001 | 0.16848 | 0.27636 | 0.23832 | 0.79829 |
SimplifiedLOF | 10 | 0.29885 | 0.26199 | 0.24143 | 0.20155 | 0.33113 | 0.29596 | 0.76126 |
SimplifiedLOF | 12 | 0.29885 | 0.26199 | 0.25016 | 0.21074 | 0.32653 | 0.29113 | 0.78245 |
SimplifiedLOF | 14 | 0.31034 | 0.27409 | 0.24662 | 0.20701 | 0.32099 | 0.28529 | 0.79657 |
SimplifiedLOF | 15 | 0.29885 | 0.26199 | 0.23931 | 0.19932 | 0.31250 | 0.27636 | 0.79716 |
LoOP | 11 | 0.29885 | 0.26199 | 0.22286 | 0.18201 | 0.30588 | 0.26939 | 0.75489 |
LoOP | 12 | 0.27586 | 0.23780 | 0.23911 | 0.19911 | 0.30769 | 0.27130 | 0.76167 |
LoOP | 13 | 0.27586 | 0.23780 | 0.24067 | 0.20075 | 0.29787 | 0.26096 | 0.76997 |
LoOP | 14 | 0.27586 | 0.23780 | 0.23513 | 0.19493 | 0.29870 | 0.26184 | 0.77627 |
LDOF | 18 | 0.26437 | 0.22570 | 0.19741 | 0.15522 | 0.27632 | 0.23827 | 0.70674 |
LDOF | 22 | 0.27586 | 0.23780 | 0.18373 | 0.14082 | 0.27624 | 0.23820 | 0.71609 |
LDOF | 24 | 0.27586 | 0.23780 | 0.18308 | 0.14014 | 0.30189 | 0.26519 | 0.71638 |
LDOF | 100 | 0.20690 | 0.16520 | 0.16794 | 0.12420 | 0.27811 | 0.24016 | 0.77101 |
ODIN | 13 | 0.21618 | 0.17498 | 0.15131 | 0.10670 | 0.21754 | 0.17641 | 0.70850 |
ODIN | 99 | 0.19253 | 0.15008 | 0.19994 | 0.15788 | 0.29560 | 0.25857 | 0.76573 |
ODIN | 100 | 0.19540 | 0.15311 | 0.20109 | 0.15909 | 0.29560 | 0.25857 | 0.76635 |
FastABOD | 5 | 0.25287 | 0.21360 | 0.22174 | 0.18083 | 0.26190 | 0.22310 | 0.81255 |
FastABOD | 11 | 0.26437 | 0.22570 | 0.20870 | 0.16710 | 0.26950 | 0.23110 | 0.81991 |
FastABOD | 15 | 0.26437 | 0.22570 | 0.20623 | 0.16451 | 0.27053 | 0.23218 | 0.82050 |
FastABOD | 79 | 0.24138 | 0.20150 | 0.19468 | 0.15235 | 0.29075 | 0.25347 | 0.81803 |
KDEOS | 97 | 0.13793 | 0.09261 | 0.13144 | 0.08578 | 0.22868 | 0.18814 | 0.77015 |
KDEOS | 98 | 0.14943 | 0.10471 | 0.13145 | 0.08579 | 0.22430 | 0.18352 | 0.77122 |
KDEOS | 100 | 0.14943 | 0.10471 | 0.13229 | 0.08668 | 0.22727 | 0.18665 | 0.77283 |
LDF | 8 | 0.29885 | 0.26199 | 0.27695 | 0.23894 | 0.32432 | 0.28881 | 0.81680 |
INFLO | 7 | 0.29885 | 0.26199 | 0.24028 | 0.20034 | 0.34899 | 0.31477 | 0.72643 |
INFLO | 9 | 0.31034 | 0.27409 | 0.25271 | 0.21342 | 0.32727 | 0.29191 | 0.70337 |
INFLO | 65 | 0.20690 | 0.16520 | 0.16350 | 0.11953 | 0.26837 | 0.22991 | 0.77371 |
COF | 16 | 0.22989 | 0.18940 | 0.21185 | 0.17042 | 0.28647 | 0.24896 | 0.79578 |
COF | 23 | 0.26437 | 0.22570 | 0.20441 | 0.16258 | 0.29437 | 0.25728 | 0.77969 |
COF | 30 | 0.24138 | 0.20150 | 0.24034 | 0.20040 | 0.29442 | 0.25733 | 0.76860 |
COF | 34 | 0.25287 | 0.21360 | 0.23978 | 0.19982 | 0.31336 | 0.27727 | 0.76537 |