Cardiotocography (10% 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, 1831 objects, 183 outliers (9.99%)
Download raw algorithm results (15.9 MB) Download raw algorithm evaluation table (72.2 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 | 98 | 0.34426 | 0.27145 | 0.32080 | 0.24538 | 0.36825 | 0.29810 | 0.73561 |
KNN | 99 | 0.34973 | 0.27752 | 0.32162 | 0.24629 | 0.36709 | 0.29681 | 0.73553 |
KNN | 100 | 0.34973 | 0.27752 | 0.32177 | 0.24646 | 0.36991 | 0.29994 | 0.73548 |
KNNW | 55 | 0.33333 | 0.25930 | 0.26617 | 0.18468 | 0.33333 | 0.25930 | 0.67948 |
KNNW | 91 | 0.30601 | 0.22895 | 0.28394 | 0.20443 | 0.34158 | 0.26847 | 0.70174 |
KNNW | 100 | 0.31148 | 0.23502 | 0.28693 | 0.20775 | 0.34158 | 0.26847 | 0.70538 |
LOF | 9 | 0.25683 | 0.17431 | 0.17788 | 0.08659 | 0.26071 | 0.17861 | 0.61677 |
LOF | 100 | 0.23497 | 0.15002 | 0.21995 | 0.13333 | 0.32383 | 0.24875 | 0.74875 |
SimplifiedLOF | 17 | 0.26230 | 0.18038 | 0.18451 | 0.09395 | 0.27778 | 0.19758 | 0.62430 |
SimplifiedLOF | 23 | 0.23497 | 0.15002 | 0.18161 | 0.09074 | 0.29806 | 0.22011 | 0.62332 |
SimplifiedLOF | 100 | 0.24590 | 0.16216 | 0.19390 | 0.10439 | 0.28625 | 0.20699 | 0.69378 |
LoOP | 14 | 0.24590 | 0.16216 | 0.17040 | 0.07828 | 0.25397 | 0.17113 | 0.60905 |
LoOP | 100 | 0.22951 | 0.14395 | 0.18664 | 0.09633 | 0.28625 | 0.20700 | 0.68102 |
LDOF | 60 | 0.25137 | 0.16824 | 0.16484 | 0.07210 | 0.27076 | 0.18978 | 0.61476 |
LDOF | 94 | 0.22404 | 0.13788 | 0.17307 | 0.08124 | 0.29434 | 0.21598 | 0.63931 |
LDOF | 99 | 0.21858 | 0.13181 | 0.17414 | 0.08243 | 0.29278 | 0.21424 | 0.64289 |
LDOF | 100 | 0.21311 | 0.12574 | 0.17400 | 0.08228 | 0.29175 | 0.21310 | 0.64313 |
ODIN | 99 | 0.22344 | 0.13720 | 0.18436 | 0.09378 | 0.28276 | 0.20311 | 0.70578 |
ODIN | 100 | 0.21736 | 0.13046 | 0.18435 | 0.09377 | 0.28214 | 0.20242 | 0.70633 |
FastABOD | 41 | 0.27869 | 0.19859 | 0.20301 | 0.11451 | 0.27945 | 0.19944 | 0.65544 |
FastABOD | 88 | 0.24590 | 0.16216 | 0.20586 | 0.11767 | 0.29065 | 0.21188 | 0.66547 |
FastABOD | 95 | 0.24044 | 0.15609 | 0.20646 | 0.11834 | 0.28980 | 0.21093 | 0.66636 |
FastABOD | 100 | 0.24590 | 0.16216 | 0.20576 | 0.11756 | 0.29065 | 0.21188 | 0.66711 |
KDEOS | 17 | 0.15847 | 0.06502 | 0.14675 | 0.05200 | 0.23607 | 0.15124 | 0.59695 |
KDEOS | 22 | 0.18579 | 0.09538 | 0.15696 | 0.06334 | 0.22593 | 0.13997 | 0.59365 |
KDEOS | 100 | 0.16393 | 0.07109 | 0.14839 | 0.05382 | 0.22901 | 0.14339 | 0.61683 |
LDF | 92 | 0.36066 | 0.28966 | 0.31016 | 0.23356 | 0.37267 | 0.30301 | 0.76003 |
LDF | 100 | 0.36066 | 0.28966 | 0.34202 | 0.26896 | 0.38509 | 0.31681 | 0.76529 |
INFLO | 99 | 0.25137 | 0.16824 | 0.20024 | 0.11143 | 0.31780 | 0.24204 | 0.70595 |
INFLO | 100 | 0.25683 | 0.17431 | 0.20043 | 0.11165 | 0.31624 | 0.24031 | 0.70635 |
COF | 38 | 0.29508 | 0.21681 | 0.23440 | 0.14938 | 0.30286 | 0.22544 | 0.62235 |
COF | 49 | 0.27322 | 0.19252 | 0.25694 | 0.17442 | 0.27624 | 0.19587 | 0.63284 |
COF | 94 | 0.24044 | 0.15609 | 0.25469 | 0.17193 | 0.26832 | 0.18707 | 0.66808 |
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 (71.5 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 | 93 | 0.32787 | 0.25355 | 0.31814 | 0.24274 | 0.36502 | 0.29481 | 0.72650 |
KNN | 98 | 0.32787 | 0.25355 | 0.31926 | 0.24399 | 0.36996 | 0.30030 | 0.72755 |
KNN | 99 | 0.32240 | 0.24748 | 0.31977 | 0.24456 | 0.36861 | 0.29880 | 0.72738 |
KNN | 100 | 0.32787 | 0.25355 | 0.31937 | 0.24411 | 0.36528 | 0.29510 | 0.72758 |
KNNW | 84 | 0.33880 | 0.26569 | 0.29467 | 0.21668 | 0.34054 | 0.26762 | 0.70631 |
KNNW | 97 | 0.33333 | 0.25962 | 0.29922 | 0.22173 | 0.34657 | 0.27432 | 0.70969 |
KNNW | 99 | 0.32787 | 0.25355 | 0.29985 | 0.22243 | 0.34532 | 0.27293 | 0.71017 |
KNNW | 100 | 0.32787 | 0.25355 | 0.29971 | 0.22228 | 0.34643 | 0.27416 | 0.71037 |
LOF | 44 | 0.30601 | 0.22927 | 0.22336 | 0.13749 | 0.31981 | 0.24460 | 0.71892 |
LOF | 99 | 0.28415 | 0.20500 | 0.25302 | 0.17043 | 0.34214 | 0.26940 | 0.75512 |
LOF | 100 | 0.28415 | 0.20500 | 0.25440 | 0.17196 | 0.33941 | 0.26637 | 0.75525 |
SimplifiedLOF | 11 | 0.31148 | 0.23534 | 0.24161 | 0.15775 | 0.32500 | 0.25036 | 0.65727 |
SimplifiedLOF | 19 | 0.29508 | 0.21714 | 0.24997 | 0.16704 | 0.31905 | 0.24375 | 0.68048 |
SimplifiedLOF | 41 | 0.27322 | 0.19286 | 0.22782 | 0.14244 | 0.33256 | 0.25876 | 0.68954 |
SimplifiedLOF | 100 | 0.29508 | 0.21714 | 0.23739 | 0.15307 | 0.31560 | 0.23992 | 0.71922 |
LoOP | 22 | 0.30601 | 0.22927 | 0.22015 | 0.13392 | 0.31217 | 0.23611 | 0.66239 |
LoOP | 82 | 0.28962 | 0.21107 | 0.22169 | 0.13563 | 0.33129 | 0.25735 | 0.69959 |
LoOP | 95 | 0.27869 | 0.19893 | 0.22634 | 0.14079 | 0.32443 | 0.24973 | 0.70851 |
LoOP | 99 | 0.27869 | 0.19893 | 0.22773 | 0.14234 | 0.32359 | 0.24879 | 0.70834 |
LDOF | 19 | 0.27322 | 0.19286 | 0.22660 | 0.14109 | 0.28963 | 0.21108 | 0.65134 |
LDOF | 61 | 0.28962 | 0.21107 | 0.20632 | 0.11856 | 0.31206 | 0.23599 | 0.66031 |
LDOF | 97 | 0.25683 | 0.17466 | 0.21555 | 0.12881 | 0.31845 | 0.24308 | 0.68487 |
LDOF | 100 | 0.25137 | 0.16859 | 0.21596 | 0.12927 | 0.31380 | 0.23792 | 0.68744 |
ODIN | 91 | 0.24372 | 0.16009 | 0.20744 | 0.11980 | 0.33390 | 0.26025 | 0.71475 |
ODIN | 97 | 0.25804 | 0.17600 | 0.21143 | 0.12424 | 0.32432 | 0.24961 | 0.71854 |
ODIN | 100 | 0.25137 | 0.16859 | 0.21181 | 0.12465 | 0.33333 | 0.25962 | 0.72012 |
FastABOD | 21 | 0.30055 | 0.22321 | 0.22068 | 0.13451 | 0.30220 | 0.22504 | 0.68251 |
FastABOD | 98 | 0.26776 | 0.18679 | 0.22712 | 0.14166 | 0.31711 | 0.24160 | 0.69328 |
FastABOD | 100 | 0.26776 | 0.18679 | 0.22706 | 0.14159 | 0.31646 | 0.24087 | 0.69350 |
KDEOS | 12 | 0.20765 | 0.12004 | 0.15136 | 0.05752 | 0.22430 | 0.13853 | 0.60098 |
KDEOS | 20 | 0.19672 | 0.10790 | 0.16563 | 0.07337 | 0.24303 | 0.15933 | 0.62680 |
KDEOS | 97 | 0.18033 | 0.08969 | 0.15587 | 0.06254 | 0.25000 | 0.16707 | 0.64988 |
KDEOS | 100 | 0.18033 | 0.08969 | 0.15623 | 0.06293 | 0.24598 | 0.16260 | 0.65130 |
LDF | 94 | 0.30601 | 0.22927 | 0.30478 | 0.22791 | 0.34194 | 0.26917 | 0.74513 |
LDF | 96 | 0.31694 | 0.24141 | 0.30624 | 0.22953 | 0.34641 | 0.27413 | 0.74476 |
LDF | 98 | 0.32240 | 0.24748 | 0.30844 | 0.23197 | 0.34416 | 0.27164 | 0.74490 |
LDF | 100 | 0.31694 | 0.24141 | 0.31050 | 0.23426 | 0.34395 | 0.27141 | 0.74462 |
INFLO | 58 | 0.26776 | 0.18679 | 0.22227 | 0.13628 | 0.34222 | 0.26949 | 0.71275 |
INFLO | 93 | 0.27322 | 0.19286 | 0.23830 | 0.15408 | 0.33752 | 0.26427 | 0.73498 |
INFLO | 97 | 0.28962 | 0.21107 | 0.23848 | 0.15428 | 0.33892 | 0.26582 | 0.73353 |
INFLO | 99 | 0.28962 | 0.21107 | 0.23887 | 0.15471 | 0.33333 | 0.25962 | 0.73490 |
COF | 13 | 0.30055 | 0.22321 | 0.25119 | 0.16839 | 0.31098 | 0.23479 | 0.65026 |
COF | 39 | 0.30055 | 0.22321 | 0.26346 | 0.18202 | 0.31579 | 0.24013 | 0.65412 |
COF | 71 | 0.28415 | 0.20500 | 0.25954 | 0.17767 | 0.29326 | 0.21511 | 0.67012 |
COF | 98 | 0.27869 | 0.19893 | 0.27083 | 0.19020 | 0.28409 | 0.20493 | 0.65902 |
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 (72.1 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 | 91 | 0.35519 | 0.28359 | 0.24088 | 0.15658 | 0.36176 | 0.29088 | 0.72810 |
KNN | 100 | 0.35519 | 0.28359 | 0.24323 | 0.15920 | 0.36829 | 0.29814 | 0.73098 |
KNNW | 75 | 0.31694 | 0.24109 | 0.22410 | 0.13795 | 0.32644 | 0.25164 | 0.70976 |
KNNW | 100 | 0.31694 | 0.24109 | 0.22919 | 0.14359 | 0.34271 | 0.26972 | 0.71576 |
LOF | 8 | 0.29508 | 0.21681 | 0.22840 | 0.14272 | 0.29859 | 0.22070 | 0.62453 |
LOF | 99 | 0.29508 | 0.21681 | 0.23767 | 0.15302 | 0.36490 | 0.29437 | 0.75512 |
LOF | 100 | 0.29508 | 0.21681 | 0.23848 | 0.15392 | 0.36406 | 0.29344 | 0.75579 |
SimplifiedLOF | 13 | 0.28415 | 0.20466 | 0.23633 | 0.15153 | 0.28871 | 0.20973 | 0.62822 |
SimplifiedLOF | 99 | 0.26230 | 0.18038 | 0.21546 | 0.12834 | 0.34783 | 0.27541 | 0.70833 |
SimplifiedLOF | 100 | 0.26230 | 0.18038 | 0.21559 | 0.12848 | 0.34783 | 0.27541 | 0.70873 |
LoOP | 12 | 0.25683 | 0.17431 | 0.21849 | 0.13171 | 0.28163 | 0.20186 | 0.62012 |
LoOP | 13 | 0.27322 | 0.19252 | 0.21845 | 0.13167 | 0.27843 | 0.19831 | 0.61922 |
LoOP | 98 | 0.25137 | 0.16824 | 0.21342 | 0.12607 | 0.33563 | 0.26186 | 0.69611 |
LoOP | 99 | 0.25683 | 0.17431 | 0.21403 | 0.12675 | 0.33563 | 0.26186 | 0.69714 |
LDOF | 23 | 0.26230 | 0.18038 | 0.18522 | 0.09474 | 0.27119 | 0.19026 | 0.58934 |
LDOF | 94 | 0.24590 | 0.16216 | 0.21010 | 0.12239 | 0.33115 | 0.25688 | 0.70091 |
LDOF | 98 | 0.25683 | 0.17431 | 0.21157 | 0.12402 | 0.32735 | 0.25265 | 0.70359 |
LDOF | 99 | 0.25683 | 0.17431 | 0.21166 | 0.12412 | 0.32441 | 0.24940 | 0.70332 |
ODIN | 99 | 0.27664 | 0.19631 | 0.24481 | 0.16095 | 0.34629 | 0.27370 | 0.72031 |
ODIN | 100 | 0.28051 | 0.20062 | 0.24545 | 0.16166 | 0.34629 | 0.27370 | 0.72063 |
FastABOD | 5 | 0.25137 | 0.16824 | 0.20951 | 0.12173 | 0.25627 | 0.17368 | 0.64767 |
FastABOD | 86 | 0.25683 | 0.17431 | 0.19483 | 0.10542 | 0.27822 | 0.19807 | 0.65547 |
FastABOD | 88 | 0.26230 | 0.18038 | 0.19463 | 0.10520 | 0.27461 | 0.19406 | 0.65562 |
FastABOD | 100 | 0.25683 | 0.17431 | 0.19243 | 0.10276 | 0.27128 | 0.19036 | 0.65668 |
KDEOS | 95 | 0.16940 | 0.07717 | 0.16198 | 0.06892 | 0.26358 | 0.18181 | 0.66093 |
KDEOS | 99 | 0.16393 | 0.07109 | 0.16274 | 0.06976 | 0.26907 | 0.18790 | 0.66368 |
LDF | 96 | 0.35519 | 0.28359 | 0.26336 | 0.18157 | 0.37275 | 0.30309 | 0.77759 |
LDF | 97 | 0.35519 | 0.28359 | 0.26488 | 0.18325 | 0.37500 | 0.30560 | 0.77865 |
LDF | 100 | 0.34973 | 0.27752 | 0.26738 | 0.18603 | 0.37344 | 0.30387 | 0.78113 |
INFLO | 9 | 0.27869 | 0.19859 | 0.22107 | 0.13457 | 0.28877 | 0.20979 | 0.62829 |
INFLO | 13 | 0.28962 | 0.21073 | 0.19481 | 0.10540 | 0.29041 | 0.21162 | 0.61939 |
INFLO | 92 | 0.27869 | 0.19859 | 0.21983 | 0.13320 | 0.34115 | 0.26799 | 0.72259 |
INFLO | 93 | 0.27869 | 0.19859 | 0.21921 | 0.13251 | 0.34335 | 0.27043 | 0.71733 |
COF | 45 | 0.24590 | 0.16216 | 0.22536 | 0.13934 | 0.28698 | 0.20780 | 0.65311 |
COF | 49 | 0.26776 | 0.18645 | 0.22625 | 0.14033 | 0.28452 | 0.20507 | 0.64747 |
COF | 53 | 0.25137 | 0.16824 | 0.22385 | 0.13766 | 0.30120 | 0.22361 | 0.64409 |
COF | 95 | 0.30055 | 0.22288 | 0.19120 | 0.10139 | 0.30055 | 0.22288 | 0.63915 |
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 (71.1 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 | 45 | 0.33607 | 0.26265 | 0.23396 | 0.14926 | 0.33787 | 0.26466 | 0.73394 |
KNN | 99 | 0.31694 | 0.24141 | 0.23797 | 0.15371 | 0.34550 | 0.27313 | 0.74785 |
KNN | 100 | 0.31694 | 0.24141 | 0.23812 | 0.15387 | 0.34550 | 0.27313 | 0.74794 |
KNNW | 2 | 0.28415 | 0.20500 | 0.25362 | 0.17109 | 0.31627 | 0.24066 | 0.69883 |
KNNW | 77 | 0.31148 | 0.23534 | 0.23111 | 0.14609 | 0.33486 | 0.26132 | 0.73387 |
KNNW | 80 | 0.31148 | 0.23534 | 0.23134 | 0.14635 | 0.33718 | 0.26389 | 0.73442 |
KNNW | 100 | 0.31148 | 0.23534 | 0.23270 | 0.14785 | 0.33698 | 0.26367 | 0.73757 |
LOF | 8 | 0.31694 | 0.24141 | 0.28154 | 0.20209 | 0.34921 | 0.27725 | 0.71078 |
LOF | 11 | 0.34426 | 0.27175 | 0.26955 | 0.18878 | 0.35659 | 0.28544 | 0.71834 |
LOF | 63 | 0.27869 | 0.19893 | 0.23742 | 0.15309 | 0.37247 | 0.30308 | 0.73999 |
LOF | 100 | 0.30055 | 0.22321 | 0.24843 | 0.16532 | 0.36295 | 0.29251 | 0.76949 |
SimplifiedLOF | 15 | 0.34426 | 0.27175 | 0.27394 | 0.19365 | 0.34711 | 0.27491 | 0.70738 |
SimplifiedLOF | 16 | 0.33333 | 0.25962 | 0.27876 | 0.19901 | 0.34913 | 0.27716 | 0.71182 |
SimplifiedLOF | 92 | 0.30055 | 0.22321 | 0.23930 | 0.15519 | 0.36978 | 0.30010 | 0.72729 |
SimplifiedLOF | 99 | 0.29508 | 0.21714 | 0.24047 | 0.15649 | 0.36786 | 0.29797 | 0.72866 |
LoOP | 13 | 0.29508 | 0.21714 | 0.25642 | 0.17420 | 0.32577 | 0.25122 | 0.69091 |
LoOP | 16 | 0.33333 | 0.25962 | 0.25425 | 0.17179 | 0.35294 | 0.28139 | 0.70048 |
LoOP | 96 | 0.28962 | 0.21107 | 0.23763 | 0.15333 | 0.36436 | 0.29407 | 0.71552 |
LoOP | 99 | 0.29508 | 0.21714 | 0.23834 | 0.15412 | 0.36364 | 0.29327 | 0.71650 |
LDOF | 18 | 0.31694 | 0.24141 | 0.24543 | 0.16200 | 0.33079 | 0.25679 | 0.66681 |
LDOF | 23 | 0.33880 | 0.26569 | 0.23558 | 0.15106 | 0.34450 | 0.27202 | 0.67852 |
LDOF | 65 | 0.30601 | 0.22927 | 0.23361 | 0.14887 | 0.36078 | 0.29010 | 0.71491 |
LDOF | 99 | 0.28962 | 0.21107 | 0.23547 | 0.15093 | 0.35161 | 0.27991 | 0.72443 |
ODIN | 70 | 0.33698 | 0.26366 | 0.24596 | 0.16259 | 0.36260 | 0.29212 | 0.71759 |
ODIN | 91 | 0.34973 | 0.27782 | 0.25152 | 0.16876 | 0.35294 | 0.28139 | 0.73045 |
ODIN | 96 | 0.34754 | 0.27540 | 0.25607 | 0.17381 | 0.35343 | 0.28194 | 0.73468 |
ODIN | 100 | 0.33758 | 0.26434 | 0.25443 | 0.17199 | 0.35377 | 0.28231 | 0.73811 |
FastABOD | 5 | 0.27322 | 0.19286 | 0.23543 | 0.15089 | 0.33829 | 0.26512 | 0.69301 |
FastABOD | 7 | 0.28415 | 0.20500 | 0.24043 | 0.15644 | 0.32727 | 0.25289 | 0.69738 |
FastABOD | 15 | 0.30601 | 0.22927 | 0.23860 | 0.15441 | 0.32959 | 0.25546 | 0.69796 |
FastABOD | 18 | 0.30601 | 0.22927 | 0.23741 | 0.15308 | 0.32496 | 0.25032 | 0.69800 |
KDEOS | 19 | 0.21858 | 0.13217 | 0.16835 | 0.07639 | 0.26087 | 0.17914 | 0.65914 |
KDEOS | 100 | 0.21311 | 0.12611 | 0.18179 | 0.09132 | 0.30252 | 0.22540 | 0.69354 |
LDF | 6 | 0.31148 | 0.23534 | 0.25500 | 0.17262 | 0.31830 | 0.24292 | 0.65847 |
LDF | 9 | 0.30055 | 0.22321 | 0.29464 | 0.21665 | 0.33677 | 0.26343 | 0.71161 |
LDF | 93 | 0.31148 | 0.23534 | 0.25025 | 0.16734 | 0.34866 | 0.27664 | 0.78376 |
LDF | 100 | 0.30055 | 0.22321 | 0.25572 | 0.17342 | 0.34542 | 0.27304 | 0.79054 |
INFLO | 8 | 0.31694 | 0.24141 | 0.24894 | 0.16590 | 0.32754 | 0.25319 | 0.64524 |
INFLO | 11 | 0.31694 | 0.24141 | 0.25817 | 0.17614 | 0.32544 | 0.25086 | 0.68345 |
INFLO | 63 | 0.28962 | 0.21107 | 0.23616 | 0.15170 | 0.36596 | 0.29585 | 0.72071 |
INFLO | 88 | 0.30055 | 0.22321 | 0.24443 | 0.16088 | 0.35808 | 0.28710 | 0.74389 |
COF | 16 | 0.25137 | 0.16859 | 0.21371 | 0.12676 | 0.29130 | 0.21294 | 0.67544 |
COF | 47 | 0.27869 | 0.19893 | 0.26359 | 0.18216 | 0.32589 | 0.25135 | 0.66014 |
COF | 70 | 0.29508 | 0.21714 | 0.23129 | 0.14629 | 0.32743 | 0.25307 | 0.65760 |
COF | 83 | 0.31148 | 0.23534 | 0.21289 | 0.12586 | 0.32086 | 0.24576 | 0.65472 |