Cardiotocography (5% of outliers version#01)
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 | 1 | 0.34884 | 0.31486 | 0.25820 | 0.21949 | 0.35443 | 0.32074 | 0.70989 |
KNN | 3 | 0.34884 | 0.31486 | 0.27038 | 0.23230 | 0.35583 | 0.32221 | 0.70793 |
KNN | 95 | 0.33721 | 0.30262 | 0.29398 | 0.25714 | 0.33721 | 0.30262 | 0.74327 |
KNN | 99 | 0.33721 | 0.30262 | 0.29368 | 0.25682 | 0.33918 | 0.30470 | 0.74352 |
KNNW | 4 | 0.36047 | 0.32709 | 0.27532 | 0.23750 | 0.38158 | 0.34931 | 0.71698 |
KNNW | 5 | 0.36047 | 0.32709 | 0.27907 | 0.24144 | 0.39189 | 0.36016 | 0.71577 |
KNNW | 8 | 0.34884 | 0.31486 | 0.28442 | 0.24707 | 0.37662 | 0.34409 | 0.71578 |
KNNW | 100 | 0.31395 | 0.27815 | 0.28310 | 0.24569 | 0.32308 | 0.28775 | 0.73463 |
LOF | 6 | 0.25581 | 0.21698 | 0.18490 | 0.14236 | 0.28194 | 0.24447 | 0.71268 |
LOF | 10 | 0.19767 | 0.15581 | 0.15830 | 0.11437 | 0.29565 | 0.25890 | 0.74820 |
LOF | 100 | 0.25581 | 0.21698 | 0.21460 | 0.17361 | 0.26190 | 0.22339 | 0.78233 |
SimplifiedLOF | 7 | 0.31395 | 0.27815 | 0.20163 | 0.15997 | 0.31579 | 0.28008 | 0.68134 |
SimplifiedLOF | 9 | 0.26744 | 0.22921 | 0.21820 | 0.17740 | 0.31795 | 0.28236 | 0.70298 |
SimplifiedLOF | 12 | 0.31395 | 0.27815 | 0.20279 | 0.16119 | 0.34225 | 0.30792 | 0.72415 |
SimplifiedLOF | 100 | 0.23256 | 0.19251 | 0.20029 | 0.15856 | 0.26364 | 0.22521 | 0.76604 |
LoOP | 7 | 0.30233 | 0.26592 | 0.17897 | 0.13612 | 0.32099 | 0.28555 | 0.67858 |
LoOP | 9 | 0.30233 | 0.26592 | 0.18921 | 0.14690 | 0.30857 | 0.27249 | 0.70164 |
LoOP | 12 | 0.29070 | 0.25368 | 0.17874 | 0.13589 | 0.32579 | 0.29061 | 0.72390 |
LoOP | 100 | 0.23256 | 0.19251 | 0.18638 | 0.14392 | 0.26667 | 0.22840 | 0.75726 |
LDOF | 11 | 0.29070 | 0.25368 | 0.15444 | 0.11032 | 0.30189 | 0.26546 | 0.66324 |
LDOF | 95 | 0.24419 | 0.20474 | 0.17155 | 0.12832 | 0.27358 | 0.23568 | 0.72614 |
LDOF | 100 | 0.24419 | 0.20474 | 0.17103 | 0.12777 | 0.27751 | 0.23981 | 0.72852 |
ODIN | 91 | 0.21395 | 0.17293 | 0.14852 | 0.10408 | 0.23188 | 0.19180 | 0.74127 |
ODIN | 99 | 0.20233 | 0.16070 | 0.15306 | 0.10886 | 0.24521 | 0.20582 | 0.74516 |
ODIN | 100 | 0.20349 | 0.16192 | 0.15357 | 0.10940 | 0.24806 | 0.20882 | 0.74509 |
FastABOD | 17 | 0.31395 | 0.27815 | 0.22057 | 0.17989 | 0.32227 | 0.28691 | 0.75226 |
FastABOD | 67 | 0.33721 | 0.30262 | 0.21646 | 0.17557 | 0.34356 | 0.30930 | 0.75767 |
FastABOD | 87 | 0.33721 | 0.30262 | 0.21871 | 0.17794 | 0.35152 | 0.31767 | 0.75928 |
FastABOD | 92 | 0.33721 | 0.30262 | 0.21877 | 0.17800 | 0.35366 | 0.31993 | 0.75903 |
KDEOS | 15 | 0.12791 | 0.08240 | 0.12774 | 0.08223 | 0.20690 | 0.16551 | 0.66415 |
KDEOS | 20 | 0.15116 | 0.10687 | 0.13916 | 0.09424 | 0.17470 | 0.13163 | 0.65623 |
KDEOS | 23 | 0.17442 | 0.13134 | 0.13704 | 0.09201 | 0.17857 | 0.13571 | 0.65649 |
KDEOS | 100 | 0.13953 | 0.09463 | 0.09676 | 0.04963 | 0.17252 | 0.12934 | 0.70236 |
LDF | 6 | 0.32558 | 0.29039 | 0.29957 | 0.26302 | 0.32584 | 0.29066 | 0.71205 |
LDF | 7 | 0.30814 | 0.27204 | 0.31326 | 0.27742 | 0.32402 | 0.28875 | 0.73557 |
LDF | 8 | 0.31395 | 0.27815 | 0.28025 | 0.24269 | 0.33987 | 0.30542 | 0.74406 |
LDF | 100 | 0.30233 | 0.26592 | 0.27404 | 0.23615 | 0.32394 | 0.28866 | 0.77044 |
INFLO | 4 | 0.26744 | 0.22921 | 0.13984 | 0.09495 | 0.27429 | 0.23641 | 0.68158 |
INFLO | 8 | 0.22093 | 0.18027 | 0.17306 | 0.12991 | 0.31128 | 0.27534 | 0.75448 |
INFLO | 100 | 0.23256 | 0.19251 | 0.19299 | 0.15088 | 0.29384 | 0.25699 | 0.77070 |
COF | 18 | 0.32558 | 0.29039 | 0.22919 | 0.18897 | 0.35052 | 0.31662 | 0.73052 |
COF | 31 | 0.26744 | 0.22921 | 0.27112 | 0.23309 | 0.29310 | 0.25621 | 0.71217 |
COF | 50 | 0.25581 | 0.21698 | 0.24926 | 0.21008 | 0.25871 | 0.22002 | 0.73290 |
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 (67.5 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 | 91 | 0.36782 | 0.33458 | 0.32571 | 0.29027 | 0.36810 | 0.33488 | 0.75874 |
KNN | 98 | 0.36782 | 0.33458 | 0.32826 | 0.29295 | 0.37427 | 0.34138 | 0.76008 |
KNN | 100 | 0.36782 | 0.33458 | 0.32853 | 0.29323 | 0.38095 | 0.34841 | 0.75996 |
KNNW | 15 | 0.31034 | 0.27409 | 0.24800 | 0.20847 | 0.33962 | 0.30491 | 0.72564 |
KNNW | 95 | 0.33333 | 0.29829 | 0.29563 | 0.25860 | 0.33540 | 0.30047 | 0.74668 |
KNNW | 100 | 0.33333 | 0.29829 | 0.29640 | 0.25941 | 0.33750 | 0.30267 | 0.74736 |
LOF | 97 | 0.29885 | 0.26199 | 0.23837 | 0.19833 | 0.30769 | 0.27130 | 0.78696 |
LOF | 98 | 0.29885 | 0.26199 | 0.23968 | 0.19971 | 0.31088 | 0.27466 | 0.78684 |
LOF | 100 | 0.29885 | 0.26199 | 0.24157 | 0.20170 | 0.30612 | 0.26965 | 0.78773 |
SimplifiedLOF | 12 | 0.25287 | 0.21360 | 0.19532 | 0.15302 | 0.28729 | 0.24983 | 0.73435 |
SimplifiedLOF | 95 | 0.27586 | 0.23780 | 0.20562 | 0.16386 | 0.28169 | 0.24393 | 0.77269 |
SimplifiedLOF | 100 | 0.27586 | 0.23780 | 0.21032 | 0.16881 | 0.28685 | 0.24936 | 0.77373 |
LoOP | 94 | 0.25287 | 0.21360 | 0.18518 | 0.14235 | 0.28829 | 0.25088 | 0.75902 |
LoOP | 100 | 0.24138 | 0.20150 | 0.18904 | 0.14641 | 0.28085 | 0.24305 | 0.76027 |
LDOF | 15 | 0.24138 | 0.20150 | 0.16592 | 0.12208 | 0.25000 | 0.21057 | 0.69218 |
LDOF | 97 | 0.21839 | 0.17730 | 0.16965 | 0.12600 | 0.28571 | 0.24817 | 0.73442 |
LDOF | 98 | 0.21839 | 0.17730 | 0.17045 | 0.12685 | 0.28440 | 0.24679 | 0.73498 |
LDOF | 100 | 0.21839 | 0.17730 | 0.17068 | 0.12709 | 0.28169 | 0.24393 | 0.73488 |
ODIN | 90 | 0.19540 | 0.15311 | 0.14004 | 0.09483 | 0.23529 | 0.19510 | 0.75516 |
ODIN | 100 | 0.18902 | 0.14638 | 0.14390 | 0.09890 | 0.25281 | 0.21353 | 0.76370 |
FastABOD | 5 | 0.16092 | 0.11681 | 0.17052 | 0.12691 | 0.25672 | 0.21764 | 0.76704 |
FastABOD | 19 | 0.21839 | 0.17730 | 0.17420 | 0.13079 | 0.28094 | 0.24314 | 0.75848 |
FastABOD | 52 | 0.24138 | 0.20150 | 0.17494 | 0.13157 | 0.27517 | 0.23706 | 0.76091 |
FastABOD | 99 | 0.22989 | 0.18940 | 0.18062 | 0.13754 | 0.27612 | 0.23807 | 0.76475 |
KDEOS | 5 | 0.14943 | 0.10471 | 0.09218 | 0.04445 | 0.16744 | 0.12368 | 0.58379 |
KDEOS | 7 | 0.14943 | 0.10471 | 0.10566 | 0.05865 | 0.17600 | 0.13268 | 0.62382 |
KDEOS | 23 | 0.12644 | 0.08052 | 0.10599 | 0.05900 | 0.14493 | 0.09998 | 0.66266 |
KDEOS | 100 | 0.11494 | 0.06842 | 0.08661 | 0.03859 | 0.16696 | 0.12317 | 0.69209 |
LDF | 77 | 0.37931 | 0.34668 | 0.30079 | 0.26404 | 0.39286 | 0.36094 | 0.77222 |
LDF | 90 | 0.37931 | 0.34668 | 0.32044 | 0.28471 | 0.40994 | 0.37892 | 0.76996 |
LDF | 99 | 0.39080 | 0.35878 | 0.32798 | 0.29266 | 0.40000 | 0.36846 | 0.76769 |
INFLO | 74 | 0.22989 | 0.18940 | 0.17836 | 0.13517 | 0.27586 | 0.23780 | 0.77940 |
INFLO | 97 | 0.27586 | 0.23780 | 0.20154 | 0.15957 | 0.28947 | 0.25212 | 0.77668 |
INFLO | 98 | 0.27586 | 0.23780 | 0.20243 | 0.16050 | 0.29204 | 0.25482 | 0.77594 |
INFLO | 100 | 0.26437 | 0.22570 | 0.20341 | 0.16153 | 0.28718 | 0.24971 | 0.77550 |
COF | 12 | 0.20690 | 0.16520 | 0.19780 | 0.15563 | 0.25075 | 0.21136 | 0.75195 |
COF | 38 | 0.32184 | 0.28619 | 0.22855 | 0.18800 | 0.32370 | 0.28815 | 0.71039 |
COF | 79 | 0.32184 | 0.28619 | 0.25253 | 0.21324 | 0.33939 | 0.30467 | 0.72571 |
COF | 96 | 0.27586 | 0.23780 | 0.27079 | 0.23246 | 0.30769 | 0.27130 | 0.71154 |
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 (65.1 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 | 0.25581 | 0.21698 | 0.20335 | 0.16177 | 0.28877 | 0.25165 | 0.75838 |
KNN | 24 | 0.22093 | 0.18027 | 0.14789 | 0.10342 | 0.29032 | 0.25329 | 0.72791 |
KNNW | 2 | 0.26744 | 0.22921 | 0.21386 | 0.17284 | 0.29167 | 0.25470 | 0.77296 |
LOF | 11 | 0.24419 | 0.20474 | 0.15615 | 0.11211 | 0.25455 | 0.21564 | 0.71393 |
LOF | 12 | 0.19767 | 0.15581 | 0.16080 | 0.11701 | 0.21993 | 0.17922 | 0.71631 |
LOF | 99 | 0.22093 | 0.18027 | 0.15567 | 0.11161 | 0.26000 | 0.22138 | 0.77471 |
LOF | 100 | 0.22093 | 0.18027 | 0.15584 | 0.11178 | 0.25914 | 0.22047 | 0.77511 |
SimplifiedLOF | 15 | 0.25581 | 0.21698 | 0.17978 | 0.13698 | 0.26829 | 0.23011 | 0.72525 |
SimplifiedLOF | 16 | 0.26744 | 0.22921 | 0.17269 | 0.12952 | 0.26744 | 0.22921 | 0.72983 |
SimplifiedLOF | 36 | 0.20930 | 0.16804 | 0.15565 | 0.11159 | 0.27143 | 0.23341 | 0.74080 |
SimplifiedLOF | 44 | 0.23256 | 0.19251 | 0.15899 | 0.11510 | 0.26667 | 0.22840 | 0.74453 |
LoOP | 16 | 0.18605 | 0.14357 | 0.17532 | 0.13229 | 0.23377 | 0.19378 | 0.71146 |
LoOP | 27 | 0.24419 | 0.20474 | 0.15775 | 0.11380 | 0.25131 | 0.21224 | 0.70950 |
LoOP | 90 | 0.20930 | 0.16804 | 0.15273 | 0.10852 | 0.26131 | 0.22276 | 0.72487 |
LoOP | 92 | 0.20930 | 0.16804 | 0.15371 | 0.10954 | 0.26131 | 0.22276 | 0.72655 |
LDOF | 17 | 0.24419 | 0.20474 | 0.16208 | 0.11836 | 0.27928 | 0.24167 | 0.63831 |
LDOF | 18 | 0.22093 | 0.18027 | 0.16447 | 0.12087 | 0.25893 | 0.22026 | 0.64638 |
LDOF | 98 | 0.19767 | 0.15581 | 0.15726 | 0.11328 | 0.25926 | 0.22060 | 0.72726 |
ODIN | 62 | 0.17297 | 0.12981 | 0.18069 | 0.13793 | 0.24645 | 0.20712 | 0.71548 |
ODIN | 97 | 0.22093 | 0.18027 | 0.17660 | 0.13363 | 0.25962 | 0.22098 | 0.73357 |
ODIN | 99 | 0.20930 | 0.16804 | 0.17598 | 0.13298 | 0.25688 | 0.21810 | 0.73488 |
FastABOD | 5 | 0.25581 | 0.21698 | 0.20337 | 0.16180 | 0.27338 | 0.23546 | 0.77140 |
FastABOD | 14 | 0.27907 | 0.24145 | 0.18752 | 0.14512 | 0.29046 | 0.25343 | 0.77420 |
FastABOD | 85 | 0.24419 | 0.20474 | 0.17776 | 0.13485 | 0.30846 | 0.27237 | 0.77770 |
FastABOD | 93 | 0.24419 | 0.20474 | 0.17170 | 0.12847 | 0.30846 | 0.27237 | 0.77813 |
KDEOS | 24 | 0.13953 | 0.09463 | 0.08742 | 0.03980 | 0.14765 | 0.10317 | 0.67216 |
KDEOS | 89 | 0.12791 | 0.08240 | 0.12166 | 0.07583 | 0.22126 | 0.18062 | 0.73090 |
KDEOS | 100 | 0.12791 | 0.08240 | 0.12312 | 0.07736 | 0.21680 | 0.17593 | 0.72773 |
LDF | 9 | 0.29070 | 0.25368 | 0.22077 | 0.18010 | 0.31522 | 0.27948 | 0.76727 |
LDF | 100 | 0.24419 | 0.20474 | 0.17342 | 0.13028 | 0.28169 | 0.24421 | 0.80269 |
INFLO | 6 | 0.24419 | 0.20474 | 0.16521 | 0.12164 | 0.26374 | 0.22531 | 0.63130 |
INFLO | 12 | 0.23256 | 0.19251 | 0.17535 | 0.13232 | 0.24000 | 0.20034 | 0.69245 |
INFLO | 33 | 0.18605 | 0.14357 | 0.15673 | 0.11272 | 0.24545 | 0.20608 | 0.72792 |
INFLO | 98 | 0.23256 | 0.19251 | 0.15104 | 0.10673 | 0.27979 | 0.24221 | 0.70013 |
COF | 24 | 0.20930 | 0.16804 | 0.17318 | 0.13003 | 0.23776 | 0.19799 | 0.75929 |
COF | 26 | 0.23256 | 0.19251 | 0.17622 | 0.13323 | 0.25225 | 0.21323 | 0.74921 |
COF | 48 | 0.20930 | 0.16804 | 0.19815 | 0.15630 | 0.26537 | 0.22704 | 0.73176 |
COF | 51 | 0.22093 | 0.18027 | 0.18930 | 0.14700 | 0.27300 | 0.23506 | 0.72678 |
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 (66.7 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 | 0.19540 | 0.15311 | 0.18877 | 0.14613 | 0.23280 | 0.19247 | 0.74163 |
KNN | 4 | 0.25287 | 0.21360 | 0.17305 | 0.12958 | 0.26190 | 0.22310 | 0.72909 |
KNN | 68 | 0.22989 | 0.18940 | 0.15680 | 0.11248 | 0.31193 | 0.27576 | 0.75295 |
KNN | 100 | 0.25287 | 0.21360 | 0.15986 | 0.11570 | 0.29524 | 0.25819 | 0.75917 |
KNNW | 2 | 0.19540 | 0.15311 | 0.21097 | 0.16949 | 0.22517 | 0.18443 | 0.74844 |
KNNW | 3 | 0.21839 | 0.17730 | 0.18474 | 0.14189 | 0.22973 | 0.18924 | 0.75993 |
KNNW | 4 | 0.24138 | 0.20150 | 0.18578 | 0.14298 | 0.24138 | 0.20150 | 0.75726 |
KNNW | 93 | 0.20690 | 0.16520 | 0.15401 | 0.10954 | 0.28829 | 0.25088 | 0.75159 |
LOF | 7 | 0.28736 | 0.24989 | 0.20999 | 0.16846 | 0.30137 | 0.26464 | 0.75967 |
LOF | 9 | 0.26437 | 0.22570 | 0.22793 | 0.18735 | 0.31655 | 0.28062 | 0.75215 |
LOF | 11 | 0.26437 | 0.22570 | 0.23372 | 0.19344 | 0.31250 | 0.27636 | 0.75957 |
LOF | 100 | 0.24138 | 0.20150 | 0.17008 | 0.12645 | 0.28947 | 0.25212 | 0.78583 |
SimplifiedLOF | 12 | 0.25287 | 0.21360 | 0.23912 | 0.19913 | 0.28070 | 0.24289 | 0.76980 |
SimplifiedLOF | 18 | 0.22989 | 0.18940 | 0.22903 | 0.18851 | 0.30037 | 0.26359 | 0.78728 |
SimplifiedLOF | 27 | 0.28736 | 0.24989 | 0.19550 | 0.15320 | 0.30097 | 0.26422 | 0.77332 |
SimplifiedLOF | 73 | 0.21839 | 0.17730 | 0.16788 | 0.12414 | 0.31373 | 0.27765 | 0.75972 |
LoOP | 14 | 0.24138 | 0.20150 | 0.22872 | 0.18817 | 0.26984 | 0.23146 | 0.75422 |
LoOP | 18 | 0.21839 | 0.17730 | 0.21503 | 0.17376 | 0.27368 | 0.23550 | 0.75923 |
LoOP | 71 | 0.25287 | 0.21360 | 0.17241 | 0.12891 | 0.30189 | 0.26519 | 0.75027 |
LoOP | 72 | 0.25287 | 0.21360 | 0.17237 | 0.12887 | 0.30651 | 0.27006 | 0.75049 |
LDOF | 17 | 0.26437 | 0.22570 | 0.22724 | 0.18662 | 0.28000 | 0.24215 | 0.72060 |
LDOF | 19 | 0.29885 | 0.26199 | 0.21655 | 0.17536 | 0.31325 | 0.27715 | 0.72074 |
LDOF | 97 | 0.22989 | 0.18940 | 0.17677 | 0.13349 | 0.27972 | 0.24186 | 0.75700 |
ODIN | 55 | 0.21317 | 0.17180 | 0.18890 | 0.14626 | 0.27650 | 0.23846 | 0.74366 |
ODIN | 99 | 0.19540 | 0.15311 | 0.19837 | 0.15623 | 0.30357 | 0.26696 | 0.75988 |
ODIN | 100 | 0.19704 | 0.15483 | 0.19610 | 0.15384 | 0.30357 | 0.26696 | 0.76031 |
FastABOD | 4 | 0.21839 | 0.17730 | 0.16227 | 0.11823 | 0.22093 | 0.17998 | 0.74171 |
FastABOD | 13 | 0.20690 | 0.16520 | 0.19176 | 0.14927 | 0.22134 | 0.18041 | 0.75428 |
FastABOD | 93 | 0.18391 | 0.14101 | 0.18153 | 0.13850 | 0.25397 | 0.21475 | 0.75932 |
FastABOD | 100 | 0.19540 | 0.15311 | 0.18169 | 0.13867 | 0.25191 | 0.21258 | 0.76004 |
KDEOS | 15 | 0.16092 | 0.11681 | 0.10284 | 0.05567 | 0.19091 | 0.14838 | 0.70455 |
KDEOS | 88 | 0.16092 | 0.11681 | 0.14790 | 0.10311 | 0.21397 | 0.17265 | 0.73740 |
KDEOS | 98 | 0.16092 | 0.11681 | 0.14356 | 0.09854 | 0.22857 | 0.18802 | 0.74194 |
KDEOS | 99 | 0.14943 | 0.10471 | 0.14360 | 0.09858 | 0.22115 | 0.18021 | 0.74261 |
LDF | 9 | 0.31034 | 0.27409 | 0.24147 | 0.20160 | 0.32051 | 0.28479 | 0.76298 |
LDF | 100 | 0.28736 | 0.24989 | 0.18254 | 0.13957 | 0.28889 | 0.25151 | 0.80542 |
INFLO | 7 | 0.28736 | 0.24989 | 0.21253 | 0.17114 | 0.30464 | 0.26808 | 0.71109 |
INFLO | 11 | 0.25287 | 0.21360 | 0.23525 | 0.19505 | 0.28571 | 0.24817 | 0.72532 |
INFLO | 35 | 0.21839 | 0.17730 | 0.18679 | 0.14404 | 0.27803 | 0.24007 | 0.77465 |
INFLO | 62 | 0.22989 | 0.18940 | 0.17061 | 0.12701 | 0.30605 | 0.26957 | 0.73613 |
COF | 17 | 0.25287 | 0.21360 | 0.19075 | 0.14821 | 0.26866 | 0.23021 | 0.77064 |
COF | 18 | 0.22989 | 0.18940 | 0.19341 | 0.15101 | 0.26733 | 0.22881 | 0.76922 |
COF | 20 | 0.27586 | 0.23780 | 0.17637 | 0.13307 | 0.30508 | 0.26855 | 0.75403 |
COF | 21 | 0.29885 | 0.26199 | 0.17005 | 0.12642 | 0.30120 | 0.26447 | 0.74726 |