SpamBase (2% of outliers version#01)
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 (23.0 MB) Download raw algorithm evaluation table (62.7 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 | 2 | 0.15686 | 0.13985 | 0.15907 | 0.14210 | 0.21875 | 0.20299 | 0.81269 |
KNN | 10 | 0.19608 | 0.17986 | 0.15222 | 0.13512 | 0.22472 | 0.20908 | 0.78263 |
KNNW | 1 | 0.13725 | 0.11985 | 0.14727 | 0.13006 | 0.19355 | 0.17728 | 0.83160 |
KNNW | 5 | 0.15686 | 0.13985 | 0.15921 | 0.14225 | 0.20290 | 0.18682 | 0.81688 |
KNNW | 17 | 0.19608 | 0.17986 | 0.15348 | 0.13640 | 0.20588 | 0.18986 | 0.79141 |
KNNW | 35 | 0.17647 | 0.15986 | 0.13933 | 0.12197 | 0.21429 | 0.19843 | 0.77087 |
LOF | 57 | 0.19608 | 0.17986 | 0.11348 | 0.09559 | 0.20000 | 0.18386 | 0.83027 |
LOF | 60 | 0.17647 | 0.15986 | 0.11814 | 0.10035 | 0.20312 | 0.18705 | 0.83478 |
LOF | 65 | 0.17647 | 0.15986 | 0.11865 | 0.10087 | 0.21488 | 0.19904 | 0.83265 |
LOF | 100 | 0.15686 | 0.13985 | 0.12793 | 0.11034 | 0.21053 | 0.19460 | 0.80325 |
SimplifiedLOF | 34 | 0.05882 | 0.03984 | 0.06288 | 0.04398 | 0.12810 | 0.11051 | 0.82265 |
SimplifiedLOF | 85 | 0.13725 | 0.11985 | 0.08366 | 0.06518 | 0.16667 | 0.14985 | 0.80981 |
SimplifiedLOF | 92 | 0.13725 | 0.11985 | 0.08544 | 0.06699 | 0.18692 | 0.17051 | 0.80999 |
SimplifiedLOF | 100 | 0.13725 | 0.11985 | 0.08810 | 0.06970 | 0.18487 | 0.16843 | 0.80871 |
LoOP | 67 | 0.19608 | 0.17986 | 0.14908 | 0.13192 | 0.21053 | 0.19460 | 0.84527 |
LoOP | 72 | 0.21569 | 0.19986 | 0.14673 | 0.12952 | 0.22222 | 0.20653 | 0.84707 |
LoOP | 81 | 0.21569 | 0.19986 | 0.14321 | 0.12593 | 0.24390 | 0.22865 | 0.84734 |
LoOP | 84 | 0.21569 | 0.19986 | 0.14186 | 0.12454 | 0.24691 | 0.23172 | 0.84698 |
LDOF | 66 | 0.19608 | 0.17986 | 0.14472 | 0.12746 | 0.19802 | 0.18184 | 0.83231 |
LDOF | 81 | 0.19608 | 0.17986 | 0.16415 | 0.14729 | 0.21277 | 0.19688 | 0.83624 |
LDOF | 95 | 0.19608 | 0.17986 | 0.15815 | 0.14116 | 0.22727 | 0.21168 | 0.83829 |
LDOF | 98 | 0.19608 | 0.17986 | 0.15697 | 0.13997 | 0.23529 | 0.21987 | 0.83652 |
ODIN | 66 | 0.13725 | 0.11985 | 0.07424 | 0.05556 | 0.13725 | 0.11985 | 0.79996 |
ODIN | 86 | 0.13725 | 0.11985 | 0.07746 | 0.05885 | 0.14141 | 0.12409 | 0.80189 |
ODIN | 97 | 0.13725 | 0.11985 | 0.07832 | 0.05972 | 0.14286 | 0.12557 | 0.79961 |
ODIN | 98 | 0.13725 | 0.11985 | 0.07875 | 0.06016 | 0.14286 | 0.12557 | 0.79971 |
FastABOD | 5 | 0.17647 | 0.15986 | 0.11701 | 0.09919 | 0.18803 | 0.17165 | 0.80190 |
FastABOD | 15 | 0.15686 | 0.13985 | 0.14279 | 0.12550 | 0.20588 | 0.18986 | 0.80557 |
FastABOD | 47 | 0.17647 | 0.15986 | 0.16568 | 0.14885 | 0.21538 | 0.19956 | 0.80063 |
FastABOD | 57 | 0.17647 | 0.15986 | 0.16747 | 0.15067 | 0.21538 | 0.19956 | 0.80280 |
KDEOS | 12 | 0.03922 | 0.01983 | 0.03185 | 0.01232 | 0.06699 | 0.04816 | 0.66130 |
KDEOS | 98 | 0.09804 | 0.07984 | 0.03511 | 0.01564 | 0.09804 | 0.07984 | 0.65885 |
LDF | 4 | 0.13725 | 0.11985 | 0.06386 | 0.04497 | 0.17857 | 0.16200 | 0.73413 |
LDF | 9 | 0.07843 | 0.05984 | 0.05945 | 0.04047 | 0.12676 | 0.10914 | 0.78755 |
LDF | 69 | 0.16099 | 0.14406 | 0.06434 | 0.04546 | 0.16327 | 0.14638 | 0.67532 |
LDF | 100 | 0.13725 | 0.11985 | 0.08306 | 0.06456 | 0.15517 | 0.13813 | 0.69071 |
INFLO | 59 | 0.19608 | 0.17986 | 0.12957 | 0.11201 | 0.22472 | 0.20908 | 0.84479 |
INFLO | 60 | 0.21569 | 0.19986 | 0.12932 | 0.11175 | 0.22222 | 0.20653 | 0.84598 |
INFLO | 62 | 0.21569 | 0.19986 | 0.13034 | 0.11279 | 0.22000 | 0.20426 | 0.84671 |
INFLO | 87 | 0.19608 | 0.17986 | 0.13146 | 0.11394 | 0.20561 | 0.18958 | 0.83257 |
COF | 30 | 0.03922 | 0.01983 | 0.07564 | 0.05700 | 0.17143 | 0.15471 | 0.83260 |
COF | 35 | 0.03922 | 0.01983 | 0.07328 | 0.05459 | 0.16788 | 0.15110 | 0.83416 |
COF | 96 | 0.13725 | 0.11985 | 0.09838 | 0.08019 | 0.13873 | 0.12135 | 0.77086 |
COF | 97 | 0.13725 | 0.11985 | 0.09915 | 0.08098 | 0.14201 | 0.12470 | 0.76932 |
Plots
Normalized, duplicates
This version contains 57 attributes, 2844 objects, 56 outliers (1.97%)
Download raw algorithm results (23.5 MB) Download raw algorithm evaluation table (67.9 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 | 0.17857 | 0.16207 | 0.10639 | 0.08844 | 0.20000 | 0.18393 | 0.82045 |
KNNW | 2 | 0.17857 | 0.16207 | 0.09892 | 0.08082 | 0.19048 | 0.17422 | 0.83162 |
KNNW | 3 | 0.16071 | 0.14386 | 0.10674 | 0.08880 | 0.20588 | 0.18993 | 0.82416 |
LOF | 3 | 0.03571 | 0.01635 | 0.03761 | 0.01828 | 0.08718 | 0.06884 | 0.71454 |
LOF | 12 | 0.00000 | -0.02009 | 0.05375 | 0.03475 | 0.13003 | 0.11256 | 0.80572 |
LOF | 15 | 0.00000 | -0.02009 | 0.05271 | 0.03368 | 0.13181 | 0.11437 | 0.80162 |
SimplifiedLOF | 2 | 0.01786 | -0.00187 | 0.02576 | 0.00619 | 0.06445 | 0.04566 | 0.60984 |
SimplifiedLOF | 10 | 0.00000 | -0.02009 | 0.04346 | 0.02425 | 0.10793 | 0.09001 | 0.76452 |
SimplifiedLOF | 11 | 0.00000 | -0.02009 | 0.04422 | 0.02502 | 0.10413 | 0.08614 | 0.76852 |
SimplifiedLOF | 24 | 0.00000 | -0.02009 | 0.04253 | 0.02330 | 0.10507 | 0.08710 | 0.77400 |
LoOP | 12 | 0.07143 | 0.05278 | 0.05040 | 0.03133 | 0.10714 | 0.08921 | 0.77355 |
LoOP | 17 | 0.05357 | 0.03456 | 0.05157 | 0.03252 | 0.11368 | 0.09587 | 0.78756 |
LoOP | 24 | 0.03571 | 0.01635 | 0.05134 | 0.03228 | 0.12301 | 0.10539 | 0.79553 |
LoOP | 25 | 0.03571 | 0.01635 | 0.05115 | 0.03210 | 0.12322 | 0.10561 | 0.79423 |
LDOF | 11 | 0.05357 | 0.03456 | 0.04188 | 0.02264 | 0.08730 | 0.06897 | 0.73563 |
LDOF | 14 | 0.05357 | 0.03456 | 0.04534 | 0.02617 | 0.09943 | 0.08134 | 0.74534 |
LDOF | 45 | 0.00000 | -0.02009 | 0.04369 | 0.02448 | 0.11329 | 0.09548 | 0.76615 |
LDOF | 48 | 0.00000 | -0.02009 | 0.04368 | 0.02448 | 0.11038 | 0.09251 | 0.76839 |
ODIN | 14 | 0.08967 | 0.07138 | 0.04325 | 0.02404 | 0.09009 | 0.07181 | 0.71948 |
ODIN | 48 | 0.06071 | 0.04185 | 0.05457 | 0.03558 | 0.10562 | 0.08766 | 0.75137 |
ODIN | 90 | 0.07812 | 0.05961 | 0.05702 | 0.03808 | 0.11404 | 0.09624 | 0.74564 |
ODIN | 99 | 0.06349 | 0.04468 | 0.05415 | 0.03515 | 0.11872 | 0.10102 | 0.74691 |
FastABOD | 14 | 0.01786 | -0.00187 | 0.05265 | 0.03362 | 0.11898 | 0.10128 | 0.77753 |
FastABOD | 26 | 0.08929 | 0.07099 | 0.05546 | 0.03648 | 0.12010 | 0.10243 | 0.77372 |
FastABOD | 95 | 0.05357 | 0.03456 | 0.06348 | 0.04467 | 0.13389 | 0.11649 | 0.76889 |
FastABOD | 100 | 0.05357 | 0.03456 | 0.06385 | 0.04505 | 0.13389 | 0.11649 | 0.76898 |
KDEOS | 52 | 0.07143 | 0.05278 | 0.03805 | 0.01872 | 0.07576 | 0.05719 | 0.70301 |
KDEOS | 69 | 0.05357 | 0.03456 | 0.04278 | 0.02355 | 0.08581 | 0.06745 | 0.72521 |
KDEOS | 87 | 0.00000 | -0.02009 | 0.03947 | 0.02017 | 0.08464 | 0.06625 | 0.74484 |
KDEOS | 100 | 0.00000 | -0.02009 | 0.03980 | 0.02051 | 0.08734 | 0.06900 | 0.73354 |
LDF | 2 | 0.07143 | 0.05278 | 0.04132 | 0.02206 | 0.09756 | 0.07943 | 0.71343 |
LDF | 5 | 0.05357 | 0.03456 | 0.05252 | 0.03349 | 0.10448 | 0.08649 | 0.78475 |
LDF | 6 | 0.05357 | 0.03456 | 0.05530 | 0.03632 | 0.12069 | 0.10303 | 0.77960 |
INFLO | 3 | 0.01786 | -0.00187 | 0.03672 | 0.01737 | 0.07798 | 0.05946 | 0.70765 |
INFLO | 12 | 0.00000 | -0.02009 | 0.05102 | 0.03196 | 0.12903 | 0.11154 | 0.78856 |
INFLO | 17 | 0.00000 | -0.02009 | 0.04919 | 0.03009 | 0.11826 | 0.10055 | 0.79188 |
COF | 9 | 0.03571 | 0.01635 | 0.04180 | 0.02256 | 0.08464 | 0.06625 | 0.75199 |
COF | 19 | 0.00000 | -0.02009 | 0.04936 | 0.03026 | 0.11803 | 0.10032 | 0.78324 |
COF | 20 | 0.00000 | -0.02009 | 0.04833 | 0.02921 | 0.11356 | 0.09576 | 0.78576 |
COF | 34 | 0.00000 | -0.02009 | 0.04471 | 0.02552 | 0.11905 | 0.10135 | 0.75029 |
Plots
Not normalized, without duplicates
This version contains 57 attributes, 2579 objects, 51 outliers (1.98%)
Download raw algorithm results (22.5 MB) Download raw algorithm evaluation table (57.8 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 | 0.23529 | 0.21987 | 0.16372 | 0.14685 | 0.25974 | 0.24481 | 0.77907 |
KNNW | 1 | 0.21569 | 0.19986 | 0.19514 | 0.17890 | 0.28169 | 0.26720 | 0.79635 |
KNNW | 2 | 0.23529 | 0.21987 | 0.18267 | 0.16618 | 0.28571 | 0.27130 | 0.78877 |
LOF | 7 | 0.17647 | 0.15986 | 0.08557 | 0.06712 | 0.17647 | 0.15986 | 0.58407 |
LOF | 28 | 0.15686 | 0.13985 | 0.08799 | 0.06959 | 0.20000 | 0.18386 | 0.58028 |
LOF | 36 | 0.15686 | 0.13985 | 0.10128 | 0.08315 | 0.18605 | 0.16963 | 0.59017 |
LOF | 100 | 0.13725 | 0.11985 | 0.09173 | 0.07341 | 0.17284 | 0.15615 | 0.65369 |
SimplifiedLOF | 21 | 0.19608 | 0.17986 | 0.10550 | 0.08746 | 0.20000 | 0.18386 | 0.63916 |
SimplifiedLOF | 23 | 0.17647 | 0.15986 | 0.10438 | 0.08631 | 0.19512 | 0.17888 | 0.64252 |
SimplifiedLOF | 67 | 0.19608 | 0.17986 | 0.10843 | 0.09044 | 0.22472 | 0.20908 | 0.61661 |
SimplifiedLOF | 81 | 0.19608 | 0.17986 | 0.11026 | 0.09231 | 0.22222 | 0.20653 | 0.61903 |
LoOP | 2 | 0.13725 | 0.11985 | 0.09412 | 0.07585 | 0.16000 | 0.14305 | 0.55187 |
LoOP | 23 | 0.15686 | 0.13985 | 0.07350 | 0.05481 | 0.18349 | 0.16701 | 0.62443 |
LoOP | 66 | 0.19608 | 0.17986 | 0.07796 | 0.05936 | 0.19802 | 0.18184 | 0.58455 |
LoOP | 70 | 0.19608 | 0.17986 | 0.07803 | 0.05943 | 0.20833 | 0.19236 | 0.58922 |
LDOF | 3 | 0.15686 | 0.13985 | 0.09002 | 0.07166 | 0.16327 | 0.14638 | 0.59248 |
LDOF | 4 | 0.17647 | 0.15986 | 0.08968 | 0.07132 | 0.18519 | 0.16875 | 0.59286 |
LDOF | 7 | 0.15686 | 0.13985 | 0.06101 | 0.04206 | 0.19277 | 0.17649 | 0.54184 |
ODIN | 33 | 0.08030 | 0.06174 | 0.03188 | 0.01235 | 0.08276 | 0.06425 | 0.58208 |
ODIN | 48 | 0.05789 | 0.03888 | 0.03378 | 0.01429 | 0.10651 | 0.08848 | 0.59543 |
ODIN | 68 | 0.05882 | 0.03984 | 0.03216 | 0.01263 | 0.08108 | 0.06254 | 0.59660 |
ODIN | 100 | 0.07625 | 0.05762 | 0.03455 | 0.01508 | 0.09091 | 0.07257 | 0.58600 |
FastABOD | 4 | 0.19608 | 0.17986 | 0.17463 | 0.15798 | 0.25000 | 0.23487 | 0.80263 |
FastABOD | 9 | 0.19608 | 0.17986 | 0.16557 | 0.14873 | 0.22222 | 0.20653 | 0.80592 |
FastABOD | 12 | 0.21569 | 0.19986 | 0.16470 | 0.14784 | 0.21875 | 0.20299 | 0.80576 |
KDEOS | 4 | 0.11765 | 0.09985 | 0.03687 | 0.01744 | 0.13333 | 0.11585 | 0.54261 |
KDEOS | 16 | 0.05882 | 0.03984 | 0.06568 | 0.04683 | 0.09524 | 0.07699 | 0.56495 |
KDEOS | 44 | 0.03922 | 0.01983 | 0.03118 | 0.01164 | 0.06557 | 0.04672 | 0.60473 |
LDF | 14 | 0.19608 | 0.17986 | 0.10597 | 0.08794 | 0.20833 | 0.19236 | 0.62090 |
LDF | 26 | 0.15686 | 0.13985 | 0.12200 | 0.10429 | 0.20896 | 0.19300 | 0.62815 |
LDF | 61 | 0.15686 | 0.13985 | 0.09561 | 0.07736 | 0.21918 | 0.20343 | 0.68516 |
LDF | 100 | 0.15686 | 0.13985 | 0.07336 | 0.05466 | 0.17021 | 0.15347 | 0.73187 |
INFLO | 21 | 0.13725 | 0.11985 | 0.08910 | 0.07073 | 0.16867 | 0.15190 | 0.63148 |
INFLO | 53 | 0.19608 | 0.17986 | 0.08951 | 0.07115 | 0.19802 | 0.18184 | 0.59290 |
INFLO | 56 | 0.19608 | 0.17986 | 0.09165 | 0.07332 | 0.20408 | 0.18802 | 0.59663 |
INFLO | 89 | 0.15686 | 0.13985 | 0.09976 | 0.08160 | 0.16981 | 0.15306 | 0.59605 |
COF | 46 | 0.19608 | 0.17986 | 0.13552 | 0.11808 | 0.22857 | 0.21301 | 0.64761 |
COF | 62 | 0.19608 | 0.17986 | 0.15153 | 0.13442 | 0.25352 | 0.23846 | 0.66171 |
COF | 64 | 0.19608 | 0.17986 | 0.14039 | 0.12305 | 0.25714 | 0.24216 | 0.66484 |
COF | 86 | 0.19608 | 0.17986 | 0.12731 | 0.10970 | 0.25000 | 0.23487 | 0.67421 |
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 (62.5 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 | 0.12500 | 0.10742 | 0.11878 | 0.10108 | 0.19380 | 0.17761 | 0.81555 |
KNN | 2 | 0.14286 | 0.12564 | 0.12056 | 0.10290 | 0.19847 | 0.18237 | 0.81086 |
KNN | 7 | 0.10714 | 0.08921 | 0.11936 | 0.10167 | 0.21053 | 0.19467 | 0.80542 |
KNNW | 1 | 0.10714 | 0.08921 | 0.12997 | 0.11250 | 0.22549 | 0.20993 | 0.82098 |
KNNW | 2 | 0.12500 | 0.10742 | 0.12491 | 0.10733 | 0.19377 | 0.17758 | 0.82500 |
LOF | 2 | 0.05357 | 0.03456 | 0.02859 | 0.00907 | 0.10405 | 0.08605 | 0.50486 |
LOF | 80 | 0.07143 | 0.05278 | 0.03651 | 0.01716 | 0.07798 | 0.05946 | 0.64328 |
LOF | 100 | 0.07143 | 0.05278 | 0.04711 | 0.02797 | 0.09917 | 0.08108 | 0.67079 |
SimplifiedLOF | 2 | 0.05357 | 0.03456 | 0.03076 | 0.01129 | 0.07609 | 0.05753 | 0.60956 |
SimplifiedLOF | 98 | 0.03571 | 0.01635 | 0.03503 | 0.01565 | 0.09756 | 0.07943 | 0.64299 |
SimplifiedLOF | 100 | 0.05357 | 0.03456 | 0.03735 | 0.01801 | 0.09639 | 0.07824 | 0.64528 |
LoOP | 3 | 0.05357 | 0.03456 | 0.03094 | 0.01148 | 0.10687 | 0.08893 | 0.60338 |
LoOP | 4 | 0.07143 | 0.05278 | 0.02943 | 0.00994 | 0.08889 | 0.07059 | 0.59616 |
LoOP | 94 | 0.05357 | 0.03456 | 0.03325 | 0.01384 | 0.08791 | 0.06959 | 0.61819 |
LoOP | 100 | 0.05357 | 0.03456 | 0.03459 | 0.01520 | 0.09756 | 0.07943 | 0.61255 |
LDOF | 4 | 0.07143 | 0.05278 | 0.03214 | 0.01270 | 0.09160 | 0.07336 | 0.55653 |
LDOF | 5 | 0.07143 | 0.05278 | 0.02792 | 0.00839 | 0.09459 | 0.07641 | 0.54842 |
LDOF | 100 | 0.03571 | 0.01635 | 0.02674 | 0.00719 | 0.07692 | 0.05838 | 0.57475 |
ODIN | 6 | 0.00641 | -0.01355 | 0.02611 | 0.00654 | 0.05658 | 0.03763 | 0.62338 |
ODIN | 85 | 0.01786 | -0.00187 | 0.02590 | 0.00634 | 0.06400 | 0.04520 | 0.58537 |
ODIN | 93 | 0.04018 | 0.02090 | 0.02612 | 0.00656 | 0.06107 | 0.04221 | 0.59279 |
ODIN | 97 | 0.03274 | 0.01331 | 0.02645 | 0.00689 | 0.06154 | 0.04269 | 0.59582 |
FastABOD | 8 | 0.12500 | 0.10742 | 0.08856 | 0.07025 | 0.18033 | 0.16386 | 0.82415 |
FastABOD | 11 | 0.12500 | 0.10742 | 0.08978 | 0.07150 | 0.18333 | 0.16693 | 0.82538 |
FastABOD | 96 | 0.12500 | 0.10742 | 0.10742 | 0.08949 | 0.19178 | 0.17555 | 0.82113 |
FastABOD | 100 | 0.12500 | 0.10742 | 0.10747 | 0.08954 | 0.19178 | 0.17555 | 0.82126 |
KDEOS | 5 | 0.03571 | 0.01635 | 0.03375 | 0.01434 | 0.08840 | 0.07009 | 0.61810 |
KDEOS | 98 | 0.10714 | 0.08921 | 0.03367 | 0.01427 | 0.10909 | 0.09120 | 0.61710 |
KDEOS | 100 | 0.08929 | 0.07099 | 0.03335 | 0.01393 | 0.10619 | 0.08824 | 0.61906 |
LDF | 51 | 0.14286 | 0.12564 | 0.05293 | 0.03391 | 0.16000 | 0.14313 | 0.65887 |
LDF | 65 | 0.14286 | 0.12564 | 0.06780 | 0.04907 | 0.18605 | 0.16970 | 0.67049 |
LDF | 97 | 0.14286 | 0.12564 | 0.06907 | 0.05037 | 0.15000 | 0.13293 | 0.74258 |
LDF | 100 | 0.14286 | 0.12564 | 0.06647 | 0.04772 | 0.15000 | 0.13293 | 0.74765 |
INFLO | 92 | 0.10714 | 0.08921 | 0.04281 | 0.02358 | 0.10909 | 0.09120 | 0.63110 |
INFLO | 95 | 0.10714 | 0.08921 | 0.04290 | 0.02367 | 0.11215 | 0.09432 | 0.62515 |
INFLO | 100 | 0.10714 | 0.08921 | 0.04728 | 0.02815 | 0.11215 | 0.09432 | 0.67089 |
COF | 5 | 0.08929 | 0.07099 | 0.02971 | 0.01022 | 0.08929 | 0.07099 | 0.55431 |
COF | 7 | 0.08929 | 0.07099 | 0.03185 | 0.01241 | 0.10638 | 0.08843 | 0.58232 |
COF | 98 | 0.05357 | 0.03456 | 0.04122 | 0.02196 | 0.07586 | 0.05730 | 0.68260 |
COF | 100 | 0.05357 | 0.03456 | 0.04219 | 0.02295 | 0.08333 | 0.06492 | 0.68207 |