SpamBase (5% of outliers version#06)
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, 2661 objects, 133 outliers (5.00%)
Download raw algorithm results (23.8 MB) Download raw algorithm evaluation table (70.9 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 | 0.18045 | 0.13733 | 0.14830 | 0.10349 | 0.24401 | 0.20424 | 0.77926 |
KNN | 2 | 0.17293 | 0.12942 | 0.14597 | 0.10104 | 0.24561 | 0.20593 | 0.77096 |
KNNW | 1 | 0.21053 | 0.16899 | 0.14656 | 0.10166 | 0.25146 | 0.21208 | 0.75420 |
KNNW | 3 | 0.18797 | 0.14525 | 0.14818 | 0.10337 | 0.24184 | 0.20196 | 0.77942 |
KNNW | 4 | 0.19549 | 0.15316 | 0.14871 | 0.10392 | 0.25333 | 0.21405 | 0.77692 |
KNNW | 5 | 0.18045 | 0.13733 | 0.14663 | 0.10173 | 0.25506 | 0.21587 | 0.77384 |
LOF | 14 | 0.09774 | 0.05028 | 0.11260 | 0.06591 | 0.22128 | 0.18031 | 0.75892 |
LOF | 23 | 0.06015 | 0.01070 | 0.10501 | 0.05792 | 0.22699 | 0.18633 | 0.74798 |
LOF | 82 | 0.15038 | 0.10568 | 0.12709 | 0.08117 | 0.21938 | 0.17831 | 0.73670 |
LOF | 89 | 0.15789 | 0.11359 | 0.12535 | 0.07933 | 0.22050 | 0.17949 | 0.73394 |
SimplifiedLOF | 24 | 0.06015 | 0.01070 | 0.09486 | 0.04724 | 0.19613 | 0.15384 | 0.73384 |
SimplifiedLOF | 27 | 0.03008 | -0.02095 | 0.09365 | 0.04597 | 0.20262 | 0.16067 | 0.73024 |
SimplifiedLOF | 100 | 0.14286 | 0.09776 | 0.10341 | 0.05624 | 0.16983 | 0.12616 | 0.70185 |
LoOP | 29 | 0.09774 | 0.05028 | 0.10797 | 0.06104 | 0.20354 | 0.16164 | 0.74623 |
LoOP | 82 | 0.15038 | 0.10568 | 0.12272 | 0.07657 | 0.22061 | 0.17961 | 0.74124 |
LoOP | 96 | 0.15038 | 0.10568 | 0.12500 | 0.07896 | 0.22358 | 0.18274 | 0.74264 |
LoOP | 98 | 0.15038 | 0.10568 | 0.12532 | 0.07930 | 0.22257 | 0.18166 | 0.74294 |
LDOF | 32 | 0.09774 | 0.05028 | 0.10361 | 0.05645 | 0.19592 | 0.15362 | 0.73670 |
LDOF | 46 | 0.09023 | 0.04236 | 0.09970 | 0.05234 | 0.20344 | 0.16153 | 0.73072 |
LDOF | 91 | 0.14286 | 0.09776 | 0.11866 | 0.07229 | 0.20026 | 0.15819 | 0.72822 |
LDOF | 100 | 0.14286 | 0.09776 | 0.12097 | 0.07472 | 0.20078 | 0.15873 | 0.72878 |
ODIN | 33 | 0.12782 | 0.08193 | 0.09050 | 0.04265 | 0.15723 | 0.11289 | 0.69576 |
ODIN | 91 | 0.11163 | 0.06489 | 0.10770 | 0.06075 | 0.20000 | 0.15791 | 0.71996 |
ODIN | 96 | 0.11459 | 0.06800 | 0.10804 | 0.06111 | 0.19374 | 0.15132 | 0.72104 |
ODIN | 98 | 0.11880 | 0.07244 | 0.10827 | 0.06135 | 0.19505 | 0.15270 | 0.72061 |
FastABOD | 4 | 0.16541 | 0.12151 | 0.12448 | 0.07842 | 0.21864 | 0.17753 | 0.76338 |
FastABOD | 5 | 0.18045 | 0.13733 | 0.12595 | 0.07996 | 0.21661 | 0.17539 | 0.76062 |
FastABOD | 7 | 0.17293 | 0.12942 | 0.12610 | 0.08012 | 0.22551 | 0.18476 | 0.76267 |
FastABOD | 95 | 0.15789 | 0.11359 | 0.12903 | 0.08320 | 0.22166 | 0.18071 | 0.74845 |
KDEOS | 91 | 0.13534 | 0.08985 | 0.08085 | 0.03249 | 0.15232 | 0.10772 | 0.64693 |
KDEOS | 100 | 0.10526 | 0.05819 | 0.08292 | 0.03467 | 0.16368 | 0.11968 | 0.65343 |
LDF | 5 | 0.09774 | 0.05028 | 0.10259 | 0.05538 | 0.20455 | 0.16270 | 0.73563 |
LDF | 8 | 0.12782 | 0.08193 | 0.09668 | 0.04915 | 0.19506 | 0.15271 | 0.72071 |
INFLO | 81 | 0.13534 | 0.08985 | 0.13276 | 0.08714 | 0.23333 | 0.19300 | 0.75240 |
INFLO | 82 | 0.14286 | 0.09776 | 0.13271 | 0.08708 | 0.23394 | 0.19363 | 0.75262 |
INFLO | 83 | 0.14286 | 0.09776 | 0.13260 | 0.08696 | 0.23549 | 0.19527 | 0.75229 |
INFLO | 88 | 0.15789 | 0.11359 | 0.13152 | 0.08583 | 0.23241 | 0.19202 | 0.75047 |
COF | 21 | 0.14286 | 0.09776 | 0.11586 | 0.06935 | 0.21667 | 0.17545 | 0.74951 |
COF | 23 | 0.12782 | 0.08193 | 0.11608 | 0.06958 | 0.22222 | 0.18130 | 0.74862 |
COF | 27 | 0.15789 | 0.11359 | 0.11411 | 0.06750 | 0.23052 | 0.19004 | 0.74666 |
Plots
Normalized, duplicates
This version contains 57 attributes, 2934 objects, 146 outliers (4.98%)
Download raw algorithm results (24.2 MB) Download raw algorithm evaluation table (72.7 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 | 0.23288 | 0.19270 | 0.15150 | 0.10707 | 0.23695 | 0.19699 | 0.77315 |
KNN | 4 | 0.21233 | 0.17108 | 0.15829 | 0.11422 | 0.24955 | 0.21025 | 0.79253 |
KNN | 5 | 0.21918 | 0.17829 | 0.16254 | 0.11869 | 0.25794 | 0.21908 | 0.79240 |
KNNW | 8 | 0.23288 | 0.19270 | 0.15737 | 0.11325 | 0.24028 | 0.20050 | 0.79164 |
KNNW | 13 | 0.22603 | 0.18550 | 0.16004 | 0.11606 | 0.25600 | 0.21704 | 0.78723 |
KNNW | 15 | 0.22603 | 0.18550 | 0.15920 | 0.11517 | 0.25735 | 0.21846 | 0.78348 |
LOF | 11 | 0.08219 | 0.03413 | 0.08203 | 0.03396 | 0.16460 | 0.12085 | 0.70101 |
LOF | 37 | 0.00685 | -0.04516 | 0.08761 | 0.03983 | 0.20330 | 0.16158 | 0.73793 |
SimplifiedLOF | 14 | 0.06849 | 0.01971 | 0.07037 | 0.02169 | 0.14469 | 0.09990 | 0.65594 |
SimplifiedLOF | 37 | 0.00685 | -0.04516 | 0.08087 | 0.03274 | 0.18314 | 0.14037 | 0.72216 |
SimplifiedLOF | 41 | 0.00685 | -0.04516 | 0.08199 | 0.03391 | 0.18111 | 0.13823 | 0.72474 |
LoOP | 14 | 0.08904 | 0.04134 | 0.07804 | 0.02976 | 0.14871 | 0.10413 | 0.66933 |
LoOP | 49 | 0.04795 | -0.00191 | 0.08722 | 0.03942 | 0.18994 | 0.14752 | 0.73313 |
LoOP | 51 | 0.04795 | -0.00191 | 0.08699 | 0.03917 | 0.19156 | 0.14922 | 0.73226 |
LoOP | 52 | 0.04795 | -0.00191 | 0.08720 | 0.03940 | 0.19145 | 0.14910 | 0.73334 |
LDOF | 4 | 0.08219 | 0.03413 | 0.06285 | 0.01377 | 0.13134 | 0.08585 | 0.56873 |
LDOF | 84 | 0.04795 | -0.00191 | 0.08746 | 0.03967 | 0.18127 | 0.13839 | 0.72471 |
LDOF | 95 | 0.04795 | -0.00191 | 0.09074 | 0.04312 | 0.17792 | 0.13487 | 0.72207 |
ODIN | 7 | 0.10884 | 0.06218 | 0.07132 | 0.02269 | 0.12635 | 0.08060 | 0.62664 |
ODIN | 96 | 0.09340 | 0.04592 | 0.10627 | 0.05947 | 0.21122 | 0.16991 | 0.72971 |
ODIN | 99 | 0.09459 | 0.04717 | 0.10622 | 0.05942 | 0.20736 | 0.16585 | 0.73071 |
ODIN | 100 | 0.09465 | 0.04723 | 0.10642 | 0.05962 | 0.20504 | 0.16341 | 0.73051 |
FastABOD | 20 | 0.13014 | 0.08458 | 0.10532 | 0.05847 | 0.20061 | 0.15875 | 0.70971 |
FastABOD | 27 | 0.13014 | 0.08458 | 0.10438 | 0.05748 | 0.20497 | 0.16334 | 0.70888 |
FastABOD | 100 | 0.12329 | 0.07738 | 0.10971 | 0.06309 | 0.19489 | 0.15273 | 0.70840 |
KDEOS | 19 | 0.06164 | 0.01250 | 0.06814 | 0.01934 | 0.13592 | 0.09067 | 0.61815 |
KDEOS | 26 | 0.10959 | 0.06296 | 0.06851 | 0.01973 | 0.13146 | 0.08597 | 0.61379 |
KDEOS | 27 | 0.10274 | 0.05575 | 0.07004 | 0.02134 | 0.13002 | 0.08446 | 0.61725 |
KDEOS | 33 | 0.07534 | 0.02692 | 0.06754 | 0.01871 | 0.12329 | 0.07738 | 0.62311 |
LDF | 6 | 0.07534 | 0.02692 | 0.09249 | 0.04496 | 0.19325 | 0.15100 | 0.71644 |
LDF | 9 | 0.04110 | -0.00912 | 0.09225 | 0.04472 | 0.19444 | 0.15226 | 0.74519 |
LDF | 14 | 0.09589 | 0.04854 | 0.07825 | 0.02998 | 0.15734 | 0.11321 | 0.68458 |
INFLO | 1 | 0.07534 | 0.02692 | 0.05691 | 0.00752 | 0.11072 | 0.06415 | 0.55581 |
INFLO | 39 | 0.00685 | -0.04516 | 0.08497 | 0.03705 | 0.19327 | 0.15102 | 0.73172 |
INFLO | 41 | 0.00685 | -0.04516 | 0.08508 | 0.03717 | 0.19048 | 0.14808 | 0.73139 |
COF | 11 | 0.08904 | 0.04134 | 0.06820 | 0.01940 | 0.13448 | 0.08915 | 0.62034 |
COF | 33 | 0.04110 | -0.00912 | 0.09310 | 0.04561 | 0.19897 | 0.15703 | 0.73962 |
COF | 36 | 0.04795 | -0.00191 | 0.09386 | 0.04641 | 0.20610 | 0.16452 | 0.73728 |
COF | 38 | 0.04795 | -0.00191 | 0.09388 | 0.04643 | 0.19854 | 0.15657 | 0.73473 |
Plots
Not normalized, without duplicates
This version contains 57 attributes, 2661 objects, 133 outliers (5.00%)
Download raw algorithm results (23.2 MB) Download raw algorithm evaluation table (66.6 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 | 0.30075 | 0.26396 | 0.22832 | 0.18772 | 0.31441 | 0.27834 | 0.75369 |
KNN | 3 | 0.31579 | 0.27979 | 0.22042 | 0.17940 | 0.31698 | 0.28105 | 0.74902 |
KNN | 51 | 0.21805 | 0.17691 | 0.16379 | 0.11979 | 0.26706 | 0.22850 | 0.75420 |
KNNW | 2 | 0.30075 | 0.26396 | 0.23645 | 0.19628 | 0.30952 | 0.27320 | 0.76343 |
KNNW | 6 | 0.30075 | 0.26396 | 0.22128 | 0.18032 | 0.31325 | 0.27712 | 0.75216 |
LOF | 27 | 0.17293 | 0.12942 | 0.09823 | 0.05079 | 0.17557 | 0.13220 | 0.63047 |
LOF | 70 | 0.16541 | 0.12151 | 0.11614 | 0.06964 | 0.18719 | 0.14443 | 0.65985 |
LOF | 82 | 0.15789 | 0.11359 | 0.11732 | 0.07088 | 0.18103 | 0.13795 | 0.66598 |
LOF | 100 | 0.15789 | 0.11359 | 0.11475 | 0.06817 | 0.17840 | 0.13518 | 0.66988 |
SimplifiedLOF | 47 | 0.19549 | 0.15316 | 0.11378 | 0.06716 | 0.20134 | 0.15932 | 0.63515 |
SimplifiedLOF | 63 | 0.19549 | 0.15316 | 0.12323 | 0.07710 | 0.21168 | 0.17020 | 0.64188 |
SimplifiedLOF | 100 | 0.18045 | 0.13733 | 0.13188 | 0.08621 | 0.21154 | 0.17006 | 0.65911 |
LoOP | 58 | 0.17293 | 0.12942 | 0.09879 | 0.05137 | 0.17391 | 0.13045 | 0.61184 |
LoOP | 82 | 0.15038 | 0.10568 | 0.10520 | 0.05812 | 0.18812 | 0.14541 | 0.62420 |
LoOP | 99 | 0.15038 | 0.10568 | 0.10806 | 0.06113 | 0.17910 | 0.13592 | 0.63034 |
LoOP | 100 | 0.15038 | 0.10568 | 0.10849 | 0.06159 | 0.17910 | 0.13592 | 0.62958 |
LDOF | 5 | 0.11278 | 0.06610 | 0.08423 | 0.03605 | 0.13260 | 0.08696 | 0.53972 |
LDOF | 67 | 0.16541 | 0.12151 | 0.07689 | 0.02832 | 0.17213 | 0.12858 | 0.56499 |
LDOF | 72 | 0.16541 | 0.12151 | 0.07799 | 0.02948 | 0.17600 | 0.13265 | 0.56893 |
LDOF | 100 | 0.15038 | 0.10568 | 0.08358 | 0.03537 | 0.15652 | 0.11215 | 0.58381 |
ODIN | 83 | 0.09774 | 0.05028 | 0.06841 | 0.01939 | 0.11902 | 0.07267 | 0.60701 |
ODIN | 84 | 0.10150 | 0.05423 | 0.06838 | 0.01937 | 0.11799 | 0.07159 | 0.60616 |
ODIN | 96 | 0.09774 | 0.05028 | 0.06888 | 0.01989 | 0.12308 | 0.07694 | 0.60512 |
ODIN | 99 | 0.09882 | 0.05141 | 0.06828 | 0.01926 | 0.12698 | 0.08105 | 0.60327 |
FastABOD | 3 | 0.27068 | 0.23231 | 0.20325 | 0.16133 | 0.28374 | 0.24605 | 0.78083 |
FastABOD | 14 | 0.27068 | 0.23231 | 0.20942 | 0.16782 | 0.28571 | 0.24814 | 0.77802 |
FastABOD | 42 | 0.27068 | 0.23231 | 0.20821 | 0.16655 | 0.28739 | 0.24990 | 0.77757 |
FastABOD | 44 | 0.27820 | 0.24022 | 0.20840 | 0.16675 | 0.28739 | 0.24990 | 0.77765 |
KDEOS | 10 | 0.09023 | 0.04236 | 0.05672 | 0.00709 | 0.10822 | 0.06130 | 0.53874 |
KDEOS | 89 | 0.07519 | 0.02653 | 0.06959 | 0.02064 | 0.13722 | 0.09183 | 0.62291 |
KDEOS | 94 | 0.08271 | 0.03445 | 0.07029 | 0.02138 | 0.13692 | 0.09152 | 0.62544 |
KDEOS | 100 | 0.09023 | 0.04236 | 0.07038 | 0.02147 | 0.13554 | 0.09006 | 0.62403 |
LDF | 63 | 0.24060 | 0.20065 | 0.16573 | 0.12184 | 0.24242 | 0.20257 | 0.70809 |
LDF | 71 | 0.23308 | 0.19273 | 0.17060 | 0.12696 | 0.24893 | 0.20941 | 0.71328 |
LDF | 99 | 0.24060 | 0.20065 | 0.15292 | 0.10836 | 0.25551 | 0.21634 | 0.71856 |
LDF | 100 | 0.24060 | 0.20065 | 0.15355 | 0.10902 | 0.25551 | 0.21634 | 0.71875 |
INFLO | 40 | 0.15789 | 0.11359 | 0.09363 | 0.04595 | 0.16031 | 0.11613 | 0.60329 |
INFLO | 74 | 0.15038 | 0.10568 | 0.11163 | 0.06489 | 0.17476 | 0.13134 | 0.66872 |
INFLO | 98 | 0.15038 | 0.10568 | 0.11437 | 0.06778 | 0.17605 | 0.13270 | 0.65631 |
INFLO | 100 | 0.15038 | 0.10568 | 0.11305 | 0.06638 | 0.17925 | 0.13606 | 0.65539 |
COF | 79 | 0.21805 | 0.17691 | 0.18395 | 0.14102 | 0.25000 | 0.21054 | 0.68624 |
COF | 82 | 0.24060 | 0.20065 | 0.18137 | 0.13830 | 0.26214 | 0.22332 | 0.68617 |
COF | 90 | 0.21805 | 0.17691 | 0.17973 | 0.13658 | 0.26866 | 0.23018 | 0.68979 |
COF | 94 | 0.23308 | 0.19273 | 0.17835 | 0.13512 | 0.26396 | 0.22524 | 0.69141 |
Plots
Not normalized, duplicates
This version contains 57 attributes, 2934 objects, 146 outliers (4.98%)
Download raw algorithm results (24.0 MB) Download raw algorithm evaluation table (70.0 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 | 0.26027 | 0.22154 | 0.20452 | 0.16286 | 0.27621 | 0.23831 | 0.80884 |
KNN | 4 | 0.28767 | 0.25037 | 0.22019 | 0.17935 | 0.31111 | 0.27504 | 0.80283 |
KNN | 5 | 0.27397 | 0.23595 | 0.22210 | 0.18136 | 0.31122 | 0.27516 | 0.80184 |
KNN | 8 | 0.27397 | 0.23595 | 0.22968 | 0.18934 | 0.30400 | 0.26755 | 0.79731 |
KNNW | 4 | 0.27397 | 0.23595 | 0.21564 | 0.17456 | 0.30693 | 0.27064 | 0.81291 |
KNNW | 8 | 0.28082 | 0.24316 | 0.22763 | 0.18719 | 0.31771 | 0.28198 | 0.80702 |
KNNW | 10 | 0.28767 | 0.25037 | 0.22933 | 0.18897 | 0.31043 | 0.27432 | 0.80430 |
LOF | 19 | 0.13014 | 0.08458 | 0.07944 | 0.03124 | 0.15205 | 0.10764 | 0.65720 |
LOF | 92 | 0.11644 | 0.07017 | 0.10594 | 0.05912 | 0.16049 | 0.11653 | 0.67224 |
LOF | 100 | 0.11644 | 0.07017 | 0.10755 | 0.06081 | 0.15953 | 0.11551 | 0.67934 |
SimplifiedLOF | 100 | 0.17808 | 0.13504 | 0.09257 | 0.04505 | 0.17808 | 0.13504 | 0.67333 |
LoOP | 2 | 0.09589 | 0.04854 | 0.09656 | 0.04925 | 0.13253 | 0.08710 | 0.56113 |
LoOP | 66 | 0.11644 | 0.07017 | 0.07700 | 0.02866 | 0.14444 | 0.09964 | 0.64955 |
LoOP | 91 | 0.14384 | 0.09900 | 0.08572 | 0.03784 | 0.14621 | 0.10150 | 0.64634 |
LoOP | 100 | 0.14384 | 0.09900 | 0.08957 | 0.04189 | 0.15663 | 0.11246 | 0.64689 |
LDOF | 2 | 0.11644 | 0.07017 | 0.08333 | 0.03533 | 0.13559 | 0.09033 | 0.50345 |
LDOF | 100 | 0.10274 | 0.05575 | 0.07141 | 0.02278 | 0.14130 | 0.09634 | 0.61396 |
ODIN | 3 | 0.07941 | 0.03120 | 0.06648 | 0.01759 | 0.11934 | 0.07322 | 0.61478 |
ODIN | 28 | 0.03628 | -0.01418 | 0.06665 | 0.01777 | 0.13149 | 0.08601 | 0.64635 |
ODIN | 38 | 0.04693 | -0.00298 | 0.06716 | 0.01831 | 0.13654 | 0.09132 | 0.63778 |
ODIN | 39 | 0.04189 | -0.00829 | 0.06730 | 0.01846 | 0.13591 | 0.09066 | 0.63654 |
FastABOD | 8 | 0.23288 | 0.19270 | 0.16251 | 0.11865 | 0.27556 | 0.23762 | 0.79154 |
FastABOD | 10 | 0.23288 | 0.19270 | 0.16395 | 0.12017 | 0.27500 | 0.23703 | 0.79190 |
FastABOD | 87 | 0.21918 | 0.17829 | 0.18019 | 0.13726 | 0.28200 | 0.24440 | 0.78783 |
FastABOD | 100 | 0.21918 | 0.17829 | 0.18036 | 0.13744 | 0.28200 | 0.24440 | 0.78803 |
KDEOS | 83 | 0.08904 | 0.04134 | 0.07758 | 0.02928 | 0.15889 | 0.11484 | 0.68087 |
KDEOS | 94 | 0.08219 | 0.03413 | 0.08105 | 0.03293 | 0.16782 | 0.12424 | 0.68539 |
KDEOS | 100 | 0.08904 | 0.04134 | 0.08294 | 0.03492 | 0.16531 | 0.12160 | 0.68707 |
LDF | 82 | 0.23288 | 0.19270 | 0.15027 | 0.10577 | 0.24710 | 0.20768 | 0.69266 |
LDF | 92 | 0.22603 | 0.18550 | 0.15407 | 0.10977 | 0.23529 | 0.19525 | 0.71422 |
LDF | 100 | 0.22603 | 0.18550 | 0.15052 | 0.10604 | 0.24026 | 0.20047 | 0.72603 |
INFLO | 59 | 0.12329 | 0.07738 | 0.08033 | 0.03217 | 0.17210 | 0.12874 | 0.67069 |
INFLO | 73 | 0.13699 | 0.09179 | 0.08637 | 0.03853 | 0.16915 | 0.12564 | 0.65166 |
INFLO | 95 | 0.13699 | 0.09179 | 0.10392 | 0.05699 | 0.17398 | 0.13072 | 0.65723 |
COF | 78 | 0.15068 | 0.10621 | 0.08885 | 0.04113 | 0.15873 | 0.11468 | 0.67838 |
COF | 98 | 0.15068 | 0.10621 | 0.11675 | 0.07050 | 0.17460 | 0.13138 | 0.68653 |
COF | 100 | 0.15068 | 0.10621 | 0.12570 | 0.07991 | 0.19130 | 0.14896 | 0.68237 |