Cardiotocography (5% of outliers version#08)
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 (65.7 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 | 44 | 0.30233 | 0.26592 | 0.24259 | 0.20306 | 0.30233 | 0.26592 | 0.72207 |
KNN | 72 | 0.29070 | 0.25368 | 0.26212 | 0.22362 | 0.31818 | 0.28260 | 0.73559 |
KNN | 98 | 0.30233 | 0.26592 | 0.27351 | 0.23559 | 0.31515 | 0.27941 | 0.74852 |
KNN | 100 | 0.30233 | 0.26592 | 0.27315 | 0.23522 | 0.31515 | 0.27941 | 0.74931 |
KNNW | 4 | 0.29070 | 0.25368 | 0.21462 | 0.17364 | 0.30345 | 0.26710 | 0.68875 |
KNNW | 8 | 0.30233 | 0.26592 | 0.22042 | 0.17974 | 0.30233 | 0.26592 | 0.67819 |
KNNW | 100 | 0.29070 | 0.25368 | 0.24620 | 0.20687 | 0.29412 | 0.25728 | 0.72426 |
LOF | 7 | 0.26744 | 0.22921 | 0.20326 | 0.16168 | 0.29897 | 0.26239 | 0.70458 |
LOF | 8 | 0.26744 | 0.22921 | 0.20498 | 0.16349 | 0.30000 | 0.26347 | 0.70649 |
LOF | 100 | 0.25581 | 0.21698 | 0.20874 | 0.16745 | 0.26341 | 0.22498 | 0.77502 |
SimplifiedLOF | 9 | 0.31395 | 0.27815 | 0.23632 | 0.19647 | 0.32609 | 0.29092 | 0.69759 |
SimplifiedLOF | 10 | 0.32558 | 0.29039 | 0.23365 | 0.19366 | 0.33735 | 0.30277 | 0.70425 |
SimplifiedLOF | 11 | 0.32558 | 0.29039 | 0.23091 | 0.19077 | 0.33939 | 0.30492 | 0.70950 |
SimplifiedLOF | 100 | 0.23256 | 0.19251 | 0.18749 | 0.14509 | 0.26230 | 0.22380 | 0.75362 |
LoOP | 10 | 0.25581 | 0.21698 | 0.19402 | 0.15196 | 0.27273 | 0.23477 | 0.70021 |
LoOP | 11 | 0.26744 | 0.22921 | 0.19209 | 0.14993 | 0.27711 | 0.23938 | 0.70468 |
LoOP | 13 | 0.25581 | 0.21698 | 0.18843 | 0.14608 | 0.28877 | 0.25165 | 0.70986 |
LoOP | 100 | 0.23256 | 0.19251 | 0.18564 | 0.14314 | 0.27368 | 0.23578 | 0.74292 |
LDOF | 13 | 0.29070 | 0.25368 | 0.18714 | 0.14472 | 0.30120 | 0.26474 | 0.68582 |
LDOF | 14 | 0.26744 | 0.22921 | 0.18946 | 0.14716 | 0.29412 | 0.25728 | 0.68438 |
LDOF | 100 | 0.23256 | 0.19251 | 0.16952 | 0.12618 | 0.24375 | 0.20429 | 0.72501 |
ODIN | 63 | 0.24419 | 0.20474 | 0.15332 | 0.10914 | 0.24561 | 0.20625 | 0.73687 |
ODIN | 100 | 0.22093 | 0.18027 | 0.15452 | 0.11039 | 0.22222 | 0.18163 | 0.75788 |
FastABOD | 4 | 0.18605 | 0.14357 | 0.12646 | 0.08087 | 0.21053 | 0.16933 | 0.71649 |
FastABOD | 42 | 0.23256 | 0.19251 | 0.14535 | 0.10075 | 0.24893 | 0.20973 | 0.70602 |
FastABOD | 93 | 0.23256 | 0.19251 | 0.15151 | 0.10723 | 0.25676 | 0.21797 | 0.70961 |
FastABOD | 100 | 0.23256 | 0.19251 | 0.15218 | 0.10793 | 0.25641 | 0.21761 | 0.71016 |
KDEOS | 30 | 0.12791 | 0.08240 | 0.09522 | 0.04800 | 0.18627 | 0.14381 | 0.66664 |
KDEOS | 34 | 0.15116 | 0.10687 | 0.09663 | 0.04949 | 0.17125 | 0.12801 | 0.67054 |
KDEOS | 39 | 0.13953 | 0.09463 | 0.10760 | 0.06103 | 0.17816 | 0.13527 | 0.67465 |
KDEOS | 95 | 0.12791 | 0.08240 | 0.09695 | 0.04983 | 0.15966 | 0.11581 | 0.69080 |
LDF | 83 | 0.36047 | 0.32709 | 0.26749 | 0.22927 | 0.36471 | 0.33155 | 0.75568 |
LDF | 99 | 0.34884 | 0.31486 | 0.29598 | 0.25924 | 0.37736 | 0.34487 | 0.76361 |
LDF | 100 | 0.36047 | 0.32709 | 0.29555 | 0.25879 | 0.38217 | 0.34992 | 0.76356 |
INFLO | 86 | 0.25581 | 0.21698 | 0.19593 | 0.15397 | 0.26540 | 0.22707 | 0.75815 |
INFLO | 97 | 0.23256 | 0.19251 | 0.20467 | 0.16316 | 0.27907 | 0.24145 | 0.77667 |
INFLO | 100 | 0.23256 | 0.19251 | 0.20536 | 0.16389 | 0.27523 | 0.23741 | 0.77802 |
COF | 13 | 0.26744 | 0.22921 | 0.24394 | 0.20448 | 0.30108 | 0.26460 | 0.69755 |
COF | 14 | 0.29070 | 0.25368 | 0.23555 | 0.19565 | 0.30168 | 0.26523 | 0.69516 |
COF | 17 | 0.29070 | 0.25368 | 0.21652 | 0.17563 | 0.30968 | 0.27365 | 0.67384 |
COF | 53 | 0.20930 | 0.16804 | 0.17171 | 0.12849 | 0.22642 | 0.18605 | 0.70269 |
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 (66.9 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 | 0.29885 | 0.26199 | 0.24659 | 0.20698 | 0.32353 | 0.28797 | 0.71037 |
KNN | 81 | 0.32184 | 0.28619 | 0.24341 | 0.20364 | 0.32370 | 0.28815 | 0.72842 |
KNN | 99 | 0.31034 | 0.27409 | 0.24617 | 0.20654 | 0.32584 | 0.29040 | 0.73341 |
KNN | 100 | 0.31034 | 0.27409 | 0.24653 | 0.20693 | 0.32402 | 0.28849 | 0.73353 |
KNNW | 3 | 0.31034 | 0.27409 | 0.24968 | 0.21024 | 0.32168 | 0.28602 | 0.71878 |
KNNW | 4 | 0.31034 | 0.27409 | 0.25335 | 0.21410 | 0.33803 | 0.30323 | 0.71985 |
KNNW | 100 | 0.27586 | 0.23780 | 0.23525 | 0.19504 | 0.30769 | 0.27130 | 0.72301 |
LOF | 8 | 0.27586 | 0.23780 | 0.21202 | 0.17060 | 0.31683 | 0.28092 | 0.74615 |
LOF | 11 | 0.31034 | 0.27409 | 0.21763 | 0.17651 | 0.31214 | 0.27598 | 0.76495 |
LOF | 12 | 0.27586 | 0.23780 | 0.21827 | 0.17718 | 0.29268 | 0.25550 | 0.76265 |
LOF | 100 | 0.22989 | 0.18940 | 0.19065 | 0.14810 | 0.26230 | 0.22352 | 0.77519 |
SimplifiedLOF | 9 | 0.35632 | 0.32248 | 0.24603 | 0.20640 | 0.35838 | 0.32465 | 0.72103 |
SimplifiedLOF | 12 | 0.34483 | 0.31039 | 0.26428 | 0.22560 | 0.37037 | 0.33727 | 0.73538 |
SimplifiedLOF | 13 | 0.31034 | 0.27409 | 0.26942 | 0.23102 | 0.35176 | 0.31768 | 0.74524 |
SimplifiedLOF | 100 | 0.24138 | 0.20150 | 0.19359 | 0.15120 | 0.26396 | 0.22527 | 0.75853 |
LoOP | 10 | 0.27586 | 0.23780 | 0.20044 | 0.15841 | 0.32292 | 0.28732 | 0.72275 |
LoOP | 11 | 0.31034 | 0.27409 | 0.20689 | 0.16520 | 0.32222 | 0.28659 | 0.72449 |
LoOP | 13 | 0.27586 | 0.23780 | 0.22042 | 0.17943 | 0.32086 | 0.28515 | 0.73459 |
LoOP | 100 | 0.25287 | 0.21360 | 0.18433 | 0.14146 | 0.27225 | 0.23400 | 0.74706 |
LDOF | 17 | 0.26437 | 0.22570 | 0.19426 | 0.15191 | 0.28814 | 0.25071 | 0.68425 |
LDOF | 18 | 0.29885 | 0.26199 | 0.19372 | 0.15133 | 0.30769 | 0.27130 | 0.68872 |
LDOF | 22 | 0.27586 | 0.23780 | 0.18645 | 0.14368 | 0.31169 | 0.27551 | 0.68902 |
LDOF | 99 | 0.24138 | 0.20150 | 0.17815 | 0.13494 | 0.28155 | 0.24379 | 0.73389 |
ODIN | 71 | 0.20690 | 0.16520 | 0.14545 | 0.10052 | 0.22888 | 0.18835 | 0.71422 |
ODIN | 99 | 0.19540 | 0.15311 | 0.15241 | 0.10786 | 0.24309 | 0.20330 | 0.72894 |
ODIN | 100 | 0.19540 | 0.15311 | 0.15313 | 0.10861 | 0.24157 | 0.20170 | 0.72943 |
FastABOD | 3 | 0.26437 | 0.22570 | 0.16374 | 0.11978 | 0.28272 | 0.24502 | 0.74209 |
FastABOD | 19 | 0.25287 | 0.21360 | 0.18803 | 0.14535 | 0.27861 | 0.24068 | 0.75018 |
FastABOD | 100 | 0.22989 | 0.18940 | 0.18536 | 0.14253 | 0.26452 | 0.22585 | 0.76007 |
KDEOS | 23 | 0.14943 | 0.10471 | 0.11852 | 0.07218 | 0.17822 | 0.13502 | 0.69727 |
KDEOS | 24 | 0.17241 | 0.12891 | 0.11753 | 0.07114 | 0.18085 | 0.13779 | 0.69854 |
KDEOS | 99 | 0.09195 | 0.04422 | 0.10570 | 0.05869 | 0.19403 | 0.15166 | 0.71361 |
KDEOS | 100 | 0.09195 | 0.04422 | 0.10706 | 0.06012 | 0.19403 | 0.15166 | 0.71523 |
LDF | 6 | 0.36782 | 0.33458 | 0.30321 | 0.26658 | 0.36782 | 0.33458 | 0.73754 |
LDF | 11 | 0.26437 | 0.22570 | 0.24542 | 0.20575 | 0.28571 | 0.24817 | 0.79797 |
INFLO | 11 | 0.26437 | 0.22570 | 0.19024 | 0.14767 | 0.29677 | 0.25981 | 0.71181 |
INFLO | 12 | 0.26437 | 0.22570 | 0.19111 | 0.14859 | 0.27053 | 0.23218 | 0.72844 |
INFLO | 14 | 0.27586 | 0.23780 | 0.18703 | 0.14429 | 0.29268 | 0.25550 | 0.72552 |
INFLO | 88 | 0.25287 | 0.21360 | 0.18197 | 0.13897 | 0.26897 | 0.23054 | 0.76091 |
COF | 13 | 0.32184 | 0.28619 | 0.27898 | 0.24107 | 0.33333 | 0.29829 | 0.76195 |
COF | 88 | 0.33333 | 0.29829 | 0.26574 | 0.22714 | 0.35065 | 0.31651 | 0.68981 |
COF | 95 | 0.32184 | 0.28619 | 0.28895 | 0.25157 | 0.37681 | 0.34405 | 0.68054 |
COF | 100 | 0.33333 | 0.29829 | 0.29682 | 0.25986 | 0.36923 | 0.33607 | 0.67622 |
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 (66.1 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 | 2 | 0.19767 | 0.15581 | 0.18400 | 0.14141 | 0.22481 | 0.18435 | 0.76300 |
KNN | 3 | 0.19767 | 0.15581 | 0.16183 | 0.11809 | 0.22711 | 0.18677 | 0.76864 |
KNN | 55 | 0.18605 | 0.14357 | 0.16015 | 0.11632 | 0.28837 | 0.25124 | 0.76452 |
KNN | 81 | 0.20930 | 0.16804 | 0.16244 | 0.11873 | 0.27778 | 0.24009 | 0.76644 |
KNNW | 1 | 0.20930 | 0.16804 | 0.21440 | 0.17341 | 0.23129 | 0.19118 | 0.74439 |
KNNW | 2 | 0.22093 | 0.18027 | 0.20717 | 0.16580 | 0.23881 | 0.19908 | 0.75229 |
KNNW | 6 | 0.20930 | 0.16804 | 0.16913 | 0.12577 | 0.22727 | 0.18695 | 0.77215 |
KNNW | 80 | 0.19767 | 0.15581 | 0.15855 | 0.11464 | 0.27027 | 0.23219 | 0.76752 |
LOF | 8 | 0.29070 | 0.25368 | 0.21265 | 0.17157 | 0.32000 | 0.28451 | 0.74515 |
LOF | 99 | 0.16279 | 0.11910 | 0.16490 | 0.12132 | 0.28242 | 0.24497 | 0.79999 |
SimplifiedLOF | 11 | 0.27907 | 0.24145 | 0.22802 | 0.18774 | 0.30435 | 0.26805 | 0.75733 |
SimplifiedLOF | 12 | 0.27907 | 0.24145 | 0.22588 | 0.18548 | 0.31169 | 0.27577 | 0.76226 |
SimplifiedLOF | 13 | 0.29070 | 0.25368 | 0.22619 | 0.18581 | 0.30872 | 0.27265 | 0.76156 |
SimplifiedLOF | 88 | 0.15116 | 0.10687 | 0.15673 | 0.11273 | 0.27797 | 0.24029 | 0.78101 |
LoOP | 10 | 0.26744 | 0.22921 | 0.19269 | 0.15056 | 0.28750 | 0.25032 | 0.74204 |
LoOP | 13 | 0.26744 | 0.22921 | 0.20077 | 0.15906 | 0.28777 | 0.25060 | 0.74409 |
LoOP | 87 | 0.16279 | 0.11910 | 0.15552 | 0.11145 | 0.28070 | 0.24317 | 0.76734 |
LDOF | 16 | 0.27907 | 0.24145 | 0.19763 | 0.15576 | 0.30464 | 0.26835 | 0.69173 |
LDOF | 17 | 0.27907 | 0.24145 | 0.19840 | 0.15657 | 0.29677 | 0.26008 | 0.69934 |
LDOF | 98 | 0.22093 | 0.18027 | 0.15933 | 0.11546 | 0.27273 | 0.23477 | 0.77045 |
ODIN | 7 | 0.21564 | 0.17471 | 0.12810 | 0.08260 | 0.21935 | 0.17862 | 0.71066 |
ODIN | 92 | 0.20930 | 0.16804 | 0.15605 | 0.11201 | 0.29236 | 0.25543 | 0.77369 |
ODIN | 100 | 0.21124 | 0.17008 | 0.15691 | 0.11291 | 0.27937 | 0.24176 | 0.77516 |
FastABOD | 9 | 0.22093 | 0.18027 | 0.17525 | 0.13221 | 0.22759 | 0.18728 | 0.74380 |
FastABOD | 10 | 0.22093 | 0.18027 | 0.17746 | 0.13453 | 0.23026 | 0.19009 | 0.74425 |
FastABOD | 55 | 0.18605 | 0.14357 | 0.16846 | 0.12506 | 0.25253 | 0.21352 | 0.74724 |
FastABOD | 100 | 0.18605 | 0.14357 | 0.16917 | 0.12581 | 0.24121 | 0.20161 | 0.74890 |
KDEOS | 90 | 0.17442 | 0.13134 | 0.15167 | 0.10740 | 0.21600 | 0.17509 | 0.76705 |
KDEOS | 93 | 0.18605 | 0.14357 | 0.14916 | 0.10476 | 0.22422 | 0.18373 | 0.76656 |
KDEOS | 100 | 0.16279 | 0.11910 | 0.14582 | 0.10124 | 0.23188 | 0.19180 | 0.76114 |
LDF | 9 | 0.22093 | 0.18027 | 0.20121 | 0.15953 | 0.23529 | 0.19539 | 0.76257 |
LDF | 84 | 0.26744 | 0.22921 | 0.18149 | 0.13878 | 0.29740 | 0.26073 | 0.80382 |
LDF | 99 | 0.25581 | 0.21698 | 0.19080 | 0.14857 | 0.31373 | 0.27791 | 0.81183 |
INFLO | 7 | 0.24419 | 0.20474 | 0.20392 | 0.16238 | 0.28947 | 0.25240 | 0.70283 |
INFLO | 8 | 0.29070 | 0.25368 | 0.20087 | 0.15917 | 0.29947 | 0.26291 | 0.70907 |
INFLO | 46 | 0.17442 | 0.13134 | 0.15624 | 0.11221 | 0.27650 | 0.23874 | 0.75643 |
COF | 7 | 0.24419 | 0.20474 | 0.16824 | 0.12484 | 0.25714 | 0.21838 | 0.72447 |
COF | 11 | 0.22093 | 0.18027 | 0.17451 | 0.13143 | 0.25574 | 0.21690 | 0.73422 |
COF | 16 | 0.17442 | 0.13134 | 0.15526 | 0.11118 | 0.24828 | 0.20905 | 0.74647 |
COF | 34 | 0.20930 | 0.16804 | 0.14657 | 0.10203 | 0.26054 | 0.22195 | 0.70889 |
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 (67.0 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 | 0.20690 | 0.16520 | 0.16965 | 0.12600 | 0.26786 | 0.22937 | 0.72677 |
KNN | 2 | 0.21839 | 0.17730 | 0.15985 | 0.11568 | 0.24793 | 0.20840 | 0.73264 |
KNN | 6 | 0.24138 | 0.20150 | 0.14116 | 0.09601 | 0.24277 | 0.20297 | 0.71847 |
KNNW | 1 | 0.25287 | 0.21360 | 0.21842 | 0.17733 | 0.26506 | 0.22643 | 0.76719 |
KNNW | 2 | 0.22989 | 0.18940 | 0.20086 | 0.15885 | 0.26738 | 0.22887 | 0.75243 |
LOF | 7 | 0.29885 | 0.26199 | 0.21457 | 0.17328 | 0.30337 | 0.26675 | 0.73249 |
LOF | 8 | 0.29885 | 0.26199 | 0.23304 | 0.19273 | 0.31646 | 0.28052 | 0.72716 |
LOF | 100 | 0.19540 | 0.15311 | 0.14604 | 0.10115 | 0.25688 | 0.21782 | 0.77730 |
SimplifiedLOF | 7 | 0.26437 | 0.22570 | 0.21645 | 0.17526 | 0.31343 | 0.27734 | 0.69222 |
SimplifiedLOF | 11 | 0.28736 | 0.24989 | 0.22769 | 0.18709 | 0.30573 | 0.26924 | 0.73570 |
SimplifiedLOF | 13 | 0.27586 | 0.23780 | 0.24132 | 0.20144 | 0.30872 | 0.27239 | 0.74867 |
SimplifiedLOF | 22 | 0.26437 | 0.22570 | 0.18809 | 0.14541 | 0.28571 | 0.24817 | 0.75476 |
LoOP | 10 | 0.28736 | 0.24989 | 0.19122 | 0.14870 | 0.29379 | 0.25666 | 0.69781 |
LoOP | 12 | 0.28736 | 0.24989 | 0.19949 | 0.15741 | 0.29586 | 0.25884 | 0.72380 |
LoOP | 17 | 0.25287 | 0.21360 | 0.19205 | 0.14957 | 0.26829 | 0.22983 | 0.73091 |
LDOF | 16 | 0.27586 | 0.23780 | 0.18631 | 0.14354 | 0.30189 | 0.26519 | 0.65136 |
LDOF | 98 | 0.17241 | 0.12891 | 0.14330 | 0.09826 | 0.26957 | 0.23117 | 0.72754 |
ODIN | 70 | 0.19253 | 0.15008 | 0.15836 | 0.11412 | 0.27434 | 0.23619 | 0.71898 |
ODIN | 99 | 0.21839 | 0.17730 | 0.16717 | 0.12338 | 0.25472 | 0.21554 | 0.74263 |
ODIN | 100 | 0.21839 | 0.17730 | 0.16736 | 0.12359 | 0.25253 | 0.21323 | 0.74263 |
FastABOD | 4 | 0.24138 | 0.20150 | 0.15217 | 0.10760 | 0.24706 | 0.20748 | 0.74360 |
FastABOD | 5 | 0.22989 | 0.18940 | 0.16884 | 0.12515 | 0.25000 | 0.21057 | 0.74973 |
FastABOD | 39 | 0.20690 | 0.16520 | 0.16553 | 0.12166 | 0.26496 | 0.22632 | 0.75625 |
FastABOD | 99 | 0.20690 | 0.16520 | 0.16597 | 0.12213 | 0.25781 | 0.21880 | 0.75925 |
KDEOS | 75 | 0.14943 | 0.10471 | 0.11479 | 0.06825 | 0.20513 | 0.16334 | 0.72112 |
KDEOS | 99 | 0.12644 | 0.08052 | 0.12665 | 0.08074 | 0.24189 | 0.20204 | 0.73383 |
KDEOS | 100 | 0.13793 | 0.09261 | 0.12686 | 0.08096 | 0.24096 | 0.20106 | 0.73353 |
LDF | 8 | 0.29885 | 0.26199 | 0.27973 | 0.24187 | 0.34146 | 0.30685 | 0.75638 |
LDF | 9 | 0.31034 | 0.27409 | 0.27901 | 0.24111 | 0.33898 | 0.30423 | 0.74304 |
LDF | 100 | 0.22989 | 0.18940 | 0.15724 | 0.11293 | 0.26455 | 0.22589 | 0.79794 |
INFLO | 6 | 0.28736 | 0.24989 | 0.19663 | 0.15440 | 0.29126 | 0.25401 | 0.66781 |
INFLO | 7 | 0.28736 | 0.24989 | 0.20324 | 0.16136 | 0.29348 | 0.25634 | 0.67810 |
INFLO | 8 | 0.25287 | 0.21360 | 0.21908 | 0.17803 | 0.29008 | 0.25276 | 0.68443 |
INFLO | 73 | 0.19540 | 0.15311 | 0.14196 | 0.09685 | 0.25623 | 0.21713 | 0.73789 |
COF | 7 | 0.26437 | 0.22570 | 0.16018 | 0.11603 | 0.26744 | 0.22893 | 0.70796 |
COF | 15 | 0.25287 | 0.21360 | 0.21422 | 0.17292 | 0.26846 | 0.23000 | 0.75629 |
COF | 18 | 0.22989 | 0.18940 | 0.19421 | 0.15185 | 0.27609 | 0.23804 | 0.76295 |
COF | 20 | 0.24138 | 0.20150 | 0.18069 | 0.13762 | 0.27948 | 0.24160 | 0.76096 |