SpamBase (2% of outliers version#02)
A data set representing emails classified as spam (outliers) or nonspam.
Download all data set variants used (25.4 MB). You can also access the original data. (spambase.data)
- Normalized, without duplicates
- Normalized, duplicates
- Not normalized, without duplicates
- Not normalized, duplicates
Normalized, without duplicates
This version contains 57 attributes, 2579 objects, 51 outliers (1.98%)
Download raw algorithm results (23.1 MB) Download raw algorithm evaluation table (66.0 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 | 0.13725 | 0.11985 | 0.09633 | 0.07810 | 0.19883 | 0.18267 | 0.81404 |
KNN | 2 | 0.15686 | 0.13985 | 0.10225 | 0.08414 | 0.20118 | 0.18507 | 0.80059 |
KNNW | 2 | 0.13725 | 0.11985 | 0.09966 | 0.08150 | 0.19672 | 0.18052 | 0.81327 |
KNNW | 4 | 0.15686 | 0.13985 | 0.09657 | 0.07835 | 0.20809 | 0.19212 | 0.80671 |
KNNW | 7 | 0.17647 | 0.15986 | 0.09271 | 0.07441 | 0.19101 | 0.17469 | 0.79694 |
LOF | 9 | 0.07843 | 0.05984 | 0.05523 | 0.03617 | 0.12100 | 0.10326 | 0.77115 |
LOF | 56 | 0.05882 | 0.03984 | 0.07320 | 0.05451 | 0.17297 | 0.15629 | 0.77561 |
LOF | 68 | 0.05882 | 0.03984 | 0.07405 | 0.05537 | 0.15459 | 0.13753 | 0.77767 |
LOF | 82 | 0.05882 | 0.03984 | 0.07176 | 0.05303 | 0.14815 | 0.13096 | 0.78096 |
SimplifiedLOF | 38 | 0.01961 | -0.00017 | 0.04687 | 0.02764 | 0.11419 | 0.09632 | 0.76578 |
SimplifiedLOF | 66 | 0.09804 | 0.07984 | 0.05008 | 0.03092 | 0.10638 | 0.08836 | 0.74006 |
SimplifiedLOF | 99 | 0.03922 | 0.01983 | 0.06121 | 0.04227 | 0.15951 | 0.14255 | 0.75517 |
SimplifiedLOF | 100 | 0.03922 | 0.01983 | 0.06121 | 0.04227 | 0.15854 | 0.14156 | 0.75575 |
LoOP | 84 | 0.11765 | 0.09985 | 0.07878 | 0.06020 | 0.16774 | 0.15095 | 0.78678 |
LoOP | 86 | 0.11765 | 0.09985 | 0.07940 | 0.06083 | 0.17178 | 0.15507 | 0.78738 |
LoOP | 89 | 0.11765 | 0.09985 | 0.07923 | 0.06066 | 0.17544 | 0.15880 | 0.78885 |
LoOP | 91 | 0.09804 | 0.07984 | 0.07834 | 0.05975 | 0.17751 | 0.16092 | 0.78857 |
LDOF | 11 | 0.07843 | 0.05984 | 0.04866 | 0.02946 | 0.09726 | 0.07905 | 0.73889 |
LDOF | 98 | 0.07843 | 0.05984 | 0.07671 | 0.05808 | 0.16561 | 0.14877 | 0.77074 |
LDOF | 100 | 0.07843 | 0.05984 | 0.07713 | 0.05851 | 0.16250 | 0.14560 | 0.77132 |
ODIN | 38 | 0.02328 | 0.00358 | 0.05413 | 0.03504 | 0.12500 | 0.10735 | 0.76253 |
ODIN | 90 | 0.04248 | 0.02317 | 0.05933 | 0.04035 | 0.13816 | 0.12077 | 0.76034 |
ODIN | 94 | 0.03676 | 0.01733 | 0.05961 | 0.04064 | 0.14141 | 0.12409 | 0.76099 |
ODIN | 100 | 0.04052 | 0.02117 | 0.05989 | 0.04092 | 0.13746 | 0.12006 | 0.75926 |
FastABOD | 7 | 0.13725 | 0.11985 | 0.08403 | 0.06555 | 0.18889 | 0.17253 | 0.78255 |
FastABOD | 10 | 0.11765 | 0.09985 | 0.08600 | 0.06757 | 0.19149 | 0.17518 | 0.78410 |
FastABOD | 17 | 0.13725 | 0.11985 | 0.08894 | 0.07056 | 0.20118 | 0.18507 | 0.78198 |
FastABOD | 57 | 0.13725 | 0.11985 | 0.10174 | 0.08362 | 0.19108 | 0.17476 | 0.78351 |
KDEOS | 15 | 0.07843 | 0.05984 | 0.03624 | 0.01680 | 0.08602 | 0.06758 | 0.65715 |
KDEOS | 17 | 0.07843 | 0.05984 | 0.04001 | 0.02065 | 0.10667 | 0.08864 | 0.65327 |
KDEOS | 18 | 0.07843 | 0.05984 | 0.03810 | 0.01870 | 0.08511 | 0.06665 | 0.66120 |
KDEOS | 22 | 0.05882 | 0.03984 | 0.05166 | 0.03253 | 0.07385 | 0.05516 | 0.64423 |
LDF | 5 | 0.03922 | 0.01983 | 0.04741 | 0.02819 | 0.11601 | 0.09818 | 0.76774 |
LDF | 55 | 0.11538 | 0.09754 | 0.04453 | 0.02526 | 0.13514 | 0.11769 | 0.62275 |
LDF | 68 | 0.07843 | 0.05984 | 0.04230 | 0.02298 | 0.14286 | 0.12557 | 0.64811 |
LDF | 100 | 0.05882 | 0.03984 | 0.05948 | 0.04051 | 0.12155 | 0.10383 | 0.67472 |
INFLO | 56 | 0.07843 | 0.05984 | 0.07756 | 0.05896 | 0.16854 | 0.15177 | 0.78758 |
INFLO | 57 | 0.09804 | 0.07984 | 0.07749 | 0.05888 | 0.16327 | 0.14638 | 0.78718 |
INFLO | 59 | 0.09804 | 0.07984 | 0.07778 | 0.05917 | 0.16575 | 0.14892 | 0.78692 |
INFLO | 73 | 0.05882 | 0.03984 | 0.07588 | 0.05723 | 0.15854 | 0.14156 | 0.78914 |
COF | 9 | 0.07843 | 0.05984 | 0.04788 | 0.02867 | 0.09380 | 0.07552 | 0.72774 |
COF | 25 | 0.05882 | 0.03984 | 0.06715 | 0.04833 | 0.18450 | 0.16805 | 0.80128 |
COF | 27 | 0.05882 | 0.03984 | 0.06883 | 0.05004 | 0.17455 | 0.15789 | 0.80541 |
Plots
Normalized, duplicates
This version contains 57 attributes, 2844 objects, 56 outliers (1.97%)
Download raw algorithm results (23.4 MB) Download raw algorithm evaluation table (67.8 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 | 1 | 0.16071 | 0.14386 | 0.10668 | 0.08874 | 0.21591 | 0.20016 | 0.84873 |
KNN | 2 | 0.17857 | 0.16207 | 0.10971 | 0.09183 | 0.19048 | 0.17422 | 0.83827 |
KNNW | 1 | 0.16071 | 0.14386 | 0.10500 | 0.08703 | 0.21429 | 0.19850 | 0.84469 |
KNNW | 2 | 0.16071 | 0.14386 | 0.10784 | 0.08992 | 0.20879 | 0.19290 | 0.86115 |
KNNW | 3 | 0.17857 | 0.16207 | 0.10889 | 0.09099 | 0.20382 | 0.18783 | 0.85526 |
LOF | 12 | 0.00000 | -0.02009 | 0.05545 | 0.03648 | 0.12121 | 0.10356 | 0.81534 |
LOF | 13 | 0.00000 | -0.02009 | 0.05569 | 0.03672 | 0.12394 | 0.10635 | 0.81523 |
LOF | 15 | 0.00000 | -0.02009 | 0.05494 | 0.03596 | 0.12426 | 0.10667 | 0.81352 |
LOF | 98 | 0.08929 | 0.07099 | 0.04132 | 0.02206 | 0.08929 | 0.07099 | 0.66848 |
SimplifiedLOF | 13 | 0.00000 | -0.02009 | 0.04569 | 0.02652 | 0.09748 | 0.07935 | 0.78368 |
SimplifiedLOF | 25 | 0.00000 | -0.02009 | 0.04324 | 0.02403 | 0.10175 | 0.08371 | 0.77555 |
SimplifiedLOF | 91 | 0.05357 | 0.03456 | 0.03419 | 0.01479 | 0.07984 | 0.06135 | 0.68191 |
LoOP | 16 | 0.05357 | 0.03456 | 0.05422 | 0.03522 | 0.12429 | 0.10670 | 0.80217 |
LoOP | 23 | 0.05357 | 0.03456 | 0.05614 | 0.03719 | 0.12923 | 0.11174 | 0.80539 |
LoOP | 25 | 0.05357 | 0.03456 | 0.05556 | 0.03659 | 0.13333 | 0.11593 | 0.80128 |
LDOF | 2 | 0.01786 | -0.00187 | 0.02627 | 0.00672 | 0.06487 | 0.04609 | 0.61155 |
LDOF | 25 | 0.00000 | -0.02009 | 0.04935 | 0.03025 | 0.11321 | 0.09540 | 0.79332 |
LDOF | 26 | 0.00000 | -0.02009 | 0.04874 | 0.02963 | 0.10829 | 0.09038 | 0.79350 |
LDOF | 31 | 0.00000 | -0.02009 | 0.04862 | 0.02951 | 0.11531 | 0.09754 | 0.78972 |
ODIN | 82 | 0.05357 | 0.03456 | 0.05673 | 0.03778 | 0.12821 | 0.11069 | 0.76327 |
ODIN | 98 | 0.06845 | 0.04974 | 0.05749 | 0.03856 | 0.13497 | 0.11759 | 0.76121 |
ODIN | 100 | 0.06845 | 0.04974 | 0.05784 | 0.03892 | 0.13836 | 0.12106 | 0.76292 |
FastABOD | 6 | 0.00000 | -0.02009 | 0.05716 | 0.03822 | 0.13276 | 0.11534 | 0.80498 |
FastABOD | 20 | 0.07143 | 0.05278 | 0.05892 | 0.04002 | 0.12598 | 0.10843 | 0.79473 |
FastABOD | 93 | 0.07143 | 0.05278 | 0.06138 | 0.04253 | 0.12876 | 0.11126 | 0.78762 |
KDEOS | 5 | 0.03571 | 0.01635 | 0.04056 | 0.02129 | 0.12941 | 0.11193 | 0.68642 |
KDEOS | 6 | 0.07143 | 0.05278 | 0.04297 | 0.02375 | 0.11765 | 0.09992 | 0.72258 |
KDEOS | 10 | 0.03571 | 0.01635 | 0.04425 | 0.02506 | 0.08437 | 0.06598 | 0.73005 |
KDEOS | 20 | 0.03571 | 0.01635 | 0.04013 | 0.02085 | 0.09016 | 0.07189 | 0.74558 |
LDF | 5 | 0.05357 | 0.03456 | 0.04692 | 0.02778 | 0.10774 | 0.08982 | 0.75715 |
LDF | 6 | 0.05357 | 0.03456 | 0.04953 | 0.03044 | 0.10501 | 0.08704 | 0.77482 |
LDF | 7 | 0.07143 | 0.05278 | 0.04874 | 0.02963 | 0.10245 | 0.08442 | 0.76558 |
INFLO | 13 | 0.00000 | -0.02009 | 0.05657 | 0.03762 | 0.13274 | 0.11532 | 0.81454 |
INFLO | 14 | 0.00000 | -0.02009 | 0.05608 | 0.03712 | 0.13636 | 0.11902 | 0.81397 |
INFLO | 96 | 0.08929 | 0.07099 | 0.04192 | 0.02267 | 0.09346 | 0.07525 | 0.68548 |
COF | 3 | 0.01786 | -0.00187 | 0.03246 | 0.01303 | 0.07240 | 0.05377 | 0.69707 |
COF | 22 | 0.00000 | -0.02009 | 0.05372 | 0.03471 | 0.12658 | 0.10904 | 0.78838 |
COF | 23 | 0.01786 | -0.00187 | 0.05273 | 0.03370 | 0.12766 | 0.11014 | 0.77005 |
Plots
Not normalized, without duplicates
This version contains 57 attributes, 2579 objects, 51 outliers (1.98%)
Download raw algorithm results (22.4 MB) Download raw algorithm evaluation table (59.3 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 | 0.07843 | 0.05984 | 0.09230 | 0.07399 | 0.13880 | 0.12143 | 0.76322 |
KNN | 5 | 0.07843 | 0.05984 | 0.08984 | 0.07148 | 0.17219 | 0.15549 | 0.75792 |
KNNW | 1 | 0.11765 | 0.09985 | 0.07788 | 0.05928 | 0.14379 | 0.12652 | 0.74805 |
KNNW | 2 | 0.07843 | 0.05984 | 0.09198 | 0.07366 | 0.13793 | 0.12054 | 0.76807 |
KNNW | 3 | 0.07843 | 0.05984 | 0.09215 | 0.07384 | 0.13878 | 0.12140 | 0.76672 |
KNNW | 13 | 0.07843 | 0.05984 | 0.08503 | 0.06657 | 0.16149 | 0.14457 | 0.75689 |
LOF | 6 | 0.09804 | 0.07984 | 0.04467 | 0.02540 | 0.11940 | 0.10164 | 0.58910 |
LOF | 23 | 0.09804 | 0.07984 | 0.05780 | 0.03879 | 0.13333 | 0.11585 | 0.63275 |
LOF | 27 | 0.09804 | 0.07984 | 0.06168 | 0.04275 | 0.12821 | 0.11062 | 0.63892 |
LOF | 55 | 0.05882 | 0.03984 | 0.04554 | 0.02628 | 0.07299 | 0.05429 | 0.64871 |
SimplifiedLOF | 9 | 0.09804 | 0.07984 | 0.04556 | 0.02630 | 0.12121 | 0.10348 | 0.60276 |
SimplifiedLOF | 21 | 0.09804 | 0.07984 | 0.06980 | 0.05103 | 0.12821 | 0.11062 | 0.63826 |
SimplifiedLOF | 32 | 0.09804 | 0.07984 | 0.05824 | 0.03924 | 0.13699 | 0.11958 | 0.64832 |
SimplifiedLOF | 93 | 0.09804 | 0.07984 | 0.05070 | 0.03155 | 0.11236 | 0.09445 | 0.67106 |
LoOP | 6 | 0.09804 | 0.07984 | 0.03878 | 0.01939 | 0.10370 | 0.08562 | 0.58726 |
LoOP | 19 | 0.09804 | 0.07984 | 0.05526 | 0.03620 | 0.12821 | 0.11062 | 0.62570 |
LoOP | 35 | 0.09804 | 0.07984 | 0.05265 | 0.03354 | 0.14085 | 0.12351 | 0.63751 |
LoOP | 86 | 0.07843 | 0.05984 | 0.04710 | 0.02787 | 0.09259 | 0.07429 | 0.64920 |
LDOF | 4 | 0.03922 | 0.01983 | 0.03394 | 0.01445 | 0.08190 | 0.06337 | 0.59792 |
LDOF | 9 | 0.09804 | 0.07984 | 0.03632 | 0.01688 | 0.13223 | 0.11472 | 0.53337 |
LDOF | 15 | 0.11765 | 0.09985 | 0.03892 | 0.01953 | 0.12500 | 0.10735 | 0.54914 |
LDOF | 53 | 0.09804 | 0.07984 | 0.04117 | 0.02182 | 0.11364 | 0.09575 | 0.56704 |
ODIN | 11 | 0.03614 | 0.01670 | 0.03083 | 0.01127 | 0.06699 | 0.04816 | 0.65227 |
ODIN | 29 | 0.05359 | 0.03450 | 0.03529 | 0.01583 | 0.09756 | 0.07936 | 0.63162 |
ODIN | 31 | 0.05322 | 0.03412 | 0.03488 | 0.01541 | 0.10390 | 0.08582 | 0.63173 |
ODIN | 81 | 0.07843 | 0.05984 | 0.03012 | 0.01055 | 0.07921 | 0.06063 | 0.61054 |
FastABOD | 3 | 0.07843 | 0.05984 | 0.07748 | 0.05887 | 0.13208 | 0.11457 | 0.78104 |
KDEOS | 17 | 0.09804 | 0.07984 | 0.05802 | 0.03902 | 0.11268 | 0.09478 | 0.60687 |
KDEOS | 24 | 0.07843 | 0.05984 | 0.07139 | 0.05266 | 0.09449 | 0.07622 | 0.61485 |
KDEOS | 76 | 0.07843 | 0.05984 | 0.04180 | 0.02247 | 0.12121 | 0.10348 | 0.67397 |
KDEOS | 81 | 0.05882 | 0.03984 | 0.04039 | 0.02103 | 0.09589 | 0.07765 | 0.67654 |
LDF | 3 | 0.09804 | 0.07984 | 0.04418 | 0.02489 | 0.14085 | 0.12351 | 0.53730 |
LDF | 10 | 0.11765 | 0.09985 | 0.06779 | 0.04898 | 0.13333 | 0.11585 | 0.64109 |
LDF | 60 | 0.09804 | 0.07984 | 0.07322 | 0.05452 | 0.13158 | 0.11406 | 0.68382 |
LDF | 96 | 0.09804 | 0.07984 | 0.04827 | 0.02907 | 0.10526 | 0.08721 | 0.69987 |
INFLO | 6 | 0.11765 | 0.09985 | 0.04474 | 0.02547 | 0.11765 | 0.09985 | 0.59815 |
INFLO | 24 | 0.09804 | 0.07984 | 0.06173 | 0.04280 | 0.13158 | 0.11406 | 0.65526 |
INFLO | 25 | 0.09804 | 0.07984 | 0.06479 | 0.04592 | 0.13158 | 0.11406 | 0.64711 |
INFLO | 34 | 0.09804 | 0.07984 | 0.05630 | 0.03726 | 0.12195 | 0.10424 | 0.68342 |
COF | 8 | 0.11765 | 0.09985 | 0.05407 | 0.03499 | 0.14286 | 0.12557 | 0.57783 |
COF | 22 | 0.09804 | 0.07984 | 0.08151 | 0.06298 | 0.15385 | 0.13678 | 0.61833 |
COF | 65 | 0.11765 | 0.09985 | 0.08656 | 0.06813 | 0.13793 | 0.12054 | 0.68835 |
Plots
Not normalized, duplicates
This version contains 57 attributes, 2844 objects, 56 outliers (1.97%)
Download raw algorithm results (23.2 MB) Download raw algorithm evaluation table (60.5 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 | 0.16071 | 0.14386 | 0.11811 | 0.10040 | 0.19277 | 0.17656 | 0.82675 |
KNN | 2 | 0.14286 | 0.12564 | 0.12843 | 0.11093 | 0.20253 | 0.18651 | 0.81898 |
KNNW | 2 | 0.14286 | 0.12564 | 0.11966 | 0.10198 | 0.20779 | 0.19188 | 0.83674 |
KNNW | 3 | 0.14286 | 0.12564 | 0.12742 | 0.10990 | 0.20253 | 0.18651 | 0.83185 |
LOF | 90 | 0.14286 | 0.12564 | 0.06218 | 0.04334 | 0.14754 | 0.13042 | 0.68342 |
LOF | 94 | 0.14286 | 0.12564 | 0.06419 | 0.04539 | 0.14953 | 0.13245 | 0.68980 |
LOF | 100 | 0.14286 | 0.12564 | 0.06235 | 0.04351 | 0.15054 | 0.13348 | 0.69514 |
SimplifiedLOF | 100 | 0.12500 | 0.10742 | 0.04398 | 0.02478 | 0.12727 | 0.10974 | 0.65934 |
LoOP | 8 | 0.05357 | 0.03456 | 0.03445 | 0.01505 | 0.08696 | 0.06862 | 0.65188 |
LoOP | 98 | 0.10714 | 0.08921 | 0.04717 | 0.02803 | 0.14173 | 0.12449 | 0.63956 |
LoOP | 99 | 0.12500 | 0.10742 | 0.04754 | 0.02841 | 0.14173 | 0.12449 | 0.64261 |
LoOP | 100 | 0.12500 | 0.10742 | 0.04769 | 0.02857 | 0.14173 | 0.12449 | 0.64258 |
LDOF | 92 | 0.07143 | 0.05278 | 0.02973 | 0.01024 | 0.08791 | 0.06959 | 0.57633 |
LDOF | 100 | 0.07143 | 0.05278 | 0.03262 | 0.01318 | 0.10000 | 0.08192 | 0.57997 |
ODIN | 12 | 0.01333 | -0.00648 | 0.02980 | 0.01031 | 0.06376 | 0.04496 | 0.67208 |
ODIN | 75 | 0.01786 | -0.00187 | 0.03042 | 0.01095 | 0.09231 | 0.07408 | 0.61536 |
ODIN | 88 | 0.00649 | -0.01346 | 0.03221 | 0.01277 | 0.08511 | 0.06673 | 0.63300 |
ODIN | 95 | 0.04018 | 0.02090 | 0.03133 | 0.01187 | 0.07955 | 0.06106 | 0.63832 |
FastABOD | 9 | 0.08929 | 0.07099 | 0.07087 | 0.05221 | 0.13115 | 0.11370 | 0.81698 |
FastABOD | 70 | 0.10714 | 0.08921 | 0.09024 | 0.07197 | 0.13699 | 0.11965 | 0.81568 |
FastABOD | 80 | 0.10714 | 0.08921 | 0.09056 | 0.07229 | 0.13699 | 0.11965 | 0.81599 |
KDEOS | 2 | 0.03571 | 0.01635 | 0.02418 | 0.00458 | 0.06349 | 0.04468 | 0.53854 |
KDEOS | 6 | 0.00000 | -0.02009 | 0.02788 | 0.00836 | 0.08649 | 0.06814 | 0.59582 |
KDEOS | 85 | 0.01786 | -0.00187 | 0.03240 | 0.01297 | 0.07461 | 0.05602 | 0.68242 |
KDEOS | 96 | 0.03571 | 0.01635 | 0.03362 | 0.01421 | 0.07023 | 0.05155 | 0.67982 |
LDF | 64 | 0.16071 | 0.14386 | 0.09054 | 0.07227 | 0.18182 | 0.16538 | 0.70144 |
LDF | 89 | 0.17857 | 0.16207 | 0.07145 | 0.05280 | 0.17857 | 0.16207 | 0.74412 |
LDF | 98 | 0.17857 | 0.16207 | 0.07156 | 0.05291 | 0.18519 | 0.16882 | 0.75341 |
INFLO | 91 | 0.16071 | 0.14386 | 0.06102 | 0.04216 | 0.16216 | 0.14533 | 0.66280 |
INFLO | 93 | 0.16071 | 0.14386 | 0.06239 | 0.04356 | 0.16514 | 0.14837 | 0.67337 |
INFLO | 96 | 0.14286 | 0.12564 | 0.06314 | 0.04433 | 0.15929 | 0.14241 | 0.65378 |
INFLO | 100 | 0.16071 | 0.14386 | 0.06307 | 0.04425 | 0.16667 | 0.14993 | 0.66677 |
COF | 10 | 0.10714 | 0.08921 | 0.03706 | 0.01772 | 0.10714 | 0.08921 | 0.63646 |
COF | 38 | 0.08929 | 0.07099 | 0.04040 | 0.02113 | 0.10989 | 0.09201 | 0.69339 |
COF | 96 | 0.08929 | 0.07099 | 0.06316 | 0.04435 | 0.14085 | 0.12359 | 0.67186 |
COF | 100 | 0.10714 | 0.08921 | 0.06739 | 0.04865 | 0.14085 | 0.12359 | 0.67227 |