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klokik/cancer_meta.tsv

Created March 20, 2018 14:58
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cancer_meta.tsv
tag #1 #2 #3 #4 #5 #6 #7 #8 #9 #10 #11 #12 #13 #14 #15
benign 7.59600 .261931 1.75000 4.35000 2.91416 .206897 .793103 .760425E-01 .103684E-01 .169831E-02 1.16416 29 6 23 2
benign 12.9290 .430967 2.40000 8.70000 4.15919 .166667 .833333 .560245 .448266E-01 .103678E-01 1.75919 30 5 25 6
benign 8.90000 .296667 1.90000 4.90000 3.06529 .466667 .533333 .805306E-01 .936040E-02 .147558E-02 1.16529 30 14 16 2
benign 7.09500 .253393 2.25000 5.95000 3.21655 .250000 .750000 .992727E-01 .145101E-01 .180742E-02 .966546 28 7 21 1
benign 9.75900 .232357 1.16667 2.30000 2.15219 .952381E-01 .904762 .525070E-01 .551160E-02 .925402E-03 .985528 42 4 38 1
benign 8.00100 .228600 .416667 .583333 1.07053 .000000 1.00000 .382414E-01 .492015E-02 .933085E-03 .653863 35 0 35 2
benign 7.47800 .186950 .833333 .900000 1.29447 .000000 1.00000 .497692E-01 .682607E-02 .849804E-03 .461133 40 0 40 2
benign 6.40500 .188382 .800000 .960000 1.37735 .000000 1.00000 .458545E-01 .737612E-02 .124744E-02 .577350 34 0 34 2
benign 8.58100 .252382 2.54167 7.20833 3.42529 .264706 .735294 .107714 .129330E-01 .115439E-02 .883627 34 9 25 3
benign 8.19300 .227583 .880000 1.20000 1.54583 .277778E-01 .972222 .554333E-01 .695925E-02 .125666E-02 .665833 36 1 35 3
benign 9.51300 .271800 1.62500 3.54167 2.59465 .257143 .742857 .649310E-01 .702626E-02 .109263E-02 .969648 35 9 26 1
benign 9.46000 .205652 .857143 1.14286 1.50535 .000000 1.00000 .511558E-01 .552776E-02 .591088E-03 .648204 46 0 46 3
benign 7.65000 .255000 1.20000 2.20000 2.09443 .133333 .866667 .534898E-01 .723324E-02 .161238E-02 .894427 30 4 26 1
benign 8.12300 .232086 1.88000 4.28000 2.76129 .171429 .828571 .842241E-01 .106736E-01 .142187E-02 .881287 35 6 29 5
benign 8.58900 .238583 1.60000 3.84000 2.75470 .138889 .861111 .736500E-01 .881992E-02 .137496E-02 1.15470 36 5 31 7
benign 9.79500 .238902 .966667 1.70000 1.85658 .487805E-01 .951219 .499275E-01 .522468E-02 .101061E-02 .889918 41 2 39 3
benign 8.05500 .230143 .920000 1.56000 1.78217 .285714E-01 .971429 .554310E-01 .708397E-02 .158997E-02 .862168 35 1 34 3
benign 8.52900 .236917 1.48000 3.16000 2.48499 .138889 .861111 .599333E-01 .722778E-02 .130966E-02 1.00499 36 5 31 4
benign 6.05200 .208690 1.30000 2.60000 2.27872 .000000 1.00000 .701277E-01 .120014E-01 .131469E-02 .978721 29 0 29 7
benign 5.67200 .126044 1.20000 2.40000 2.19410 .000000 1.00000 .581351E-01 .104824E-01 .100582E-02 .994100 45 0 45 29
benign 7.66100 .264172 .900000 1.50000 1.75224 .137931 .862069 .497660E-01 .672801E-02 .179507E-02 .852242 29 4 25 0
benign 7.40400 .185100 2.06667 5.46667 3.17877 .500000E-01 .950000 .102444 .141911E-01 .125151E-02 1.11211 40 2 38 15
benign 9.37600 .223238 1.40000 3.06667 2.46997 .476190E-01 .952381 .688169E-01 .751870E-02 .106018E-02 1.06997 42 2 40 7
benign 10.4810 .249548 1.16667 2.43333 2.21985 .952381E-01 .904762 .588451E-01 .575139E-02 .884436E-03 1.05318 42 4 38 2
benign 7.19700 .175537 .933333 1.33333 1.62483 .000000 1.00000 .469420E-01 .668550E-02 .956304E-03 .691492 41 0 41 4
benign 7.22800 .249241 1.95000 4.95000 3.04904 .172414 .827586 .700000E-01 .100304E-01 .172233E-02 1.09904 29 5 24 2
benign 8.81300 .209833 1.73333 4.53333 2.99095 .476190E-01 .952381 .761831E-01 .885524E-02 .100731E-02 1.25762 42 2 40 8
benign 9.72700 .237244 1.06667 2.20000 2.11493 .487805E-01 .951219 .478406E-01 .504129E-02 .942718E-03 1.04826 41 2 39 2
benign 8.70800 .217700 .566667 .766667 1.24558 .250000E-01 .975000 .351343E-01 .413817E-02 .802991E-03 .678911 40 1 39 2
benign 10.3120 .214833 1.82857 4.91429 3.10011 .125000 .875000 .757195E-01 .749908E-02 .777416E-03 1.27154 48 6 42 5
benign 8.74900 .213390 2.10000 5.56667 3.19387 .170732 .829268 .939130E-01 .110025E-01 .994487E-03 1.09387 41 7 34 4
benign 10.5590 .257537 1.50000 3.03333 2.40019 .292683 .707317 .627246E-01 .608891E-02 .936261E-03 .900192 41 12 29 2
benign 7.57800 .180429 .900000 1.56667 1.78474 .238095E-01 .976190 .431127E-01 .582795E-02 .124468E-02 .884737 42 1 41 3
benign 7.67900 .255967 2.05000 4.65000 2.73633 .266667 .733333 .835306E-01 .112529E-01 .167339E-02 .686333 30 8 22 4
benign 9.18800 .229700 1.80000 4.60000 2.98613 .250000 .750000 .758508E-01 .846709E-02 .111148E-02 1.18613 40 10 30 5
benign 7.84500 .224143 2.16667 5.75000 3.21617 .200000 .800000 .100966 .132486E-01 .139137E-02 1.04950 35 7 28 6
benign 7.85100 .230912 2.36000 6.92000 3.54603 .235294 .764706 .103091 .135288E-01 .263196E-02 1.18603 34 8 26 6
benign 8.41900 .271581 2.91667 10.1667 4.23268 .354839 .645161 .127780 .156835E-01 .216883E-02 1.31601 31 11 20 5
benign 6.39400 .188059 1.50000 4.08333 2.88313 .882353E-01 .911765 .661455E-01 .106584E-01 .244089E-02 1.38313 34 3 31 14
benign 8.93100 .262676 1.58333 3.58333 2.64314 .176471 .823529 .658750E-01 .759951E-02 .125438E-02 1.05981 34 6 28 1
benign 6.46200 .215400 1.70000 3.40000 2.43270 .666667E-01 .933333 .859592E-01 .137610E-01 .232378E-02 .732695 30 2 28 8
benign 10.0520 .245171 2.06667 5.66667 3.26820 .170732 .829268 .866956E-01 .884033E-02 .906213E-03 1.20153 41 7 34 3
benign 7.22200 .176146 1.43333 2.90000 2.36859 .487805E-01 .951219 .626269E-01 .888847E-02 .149439E-02 .935261 41 2 39 9
benign 9.66100 .210022 1.34286 3.00000 2.45278 .652174E-01 .934783 .677200E-01 .716539E-02 .909885E-03 1.10992 46 3 43 5
benign 5.26800 .154941 1.58333 3.16667 2.41304 .000000 1.00000 .912000E-01 .178367E-01 .136694E-02 .829702 34 0 34 17
benign 9.75700 .278771 2.16667 6.16667 3.40612 .342857 .657143 .943448E-01 .995385E-02 .190544E-02 1.23945 35 12 23 3
benign 9.03100 .250861 2.28000 5.88000 3.12261 .277778 .722222 .888167E-01 .101156E-01 .117010E-02 .842615 36 10 26 1
benign 6.92300 .164833 .900000 1.10000 1.44772 .238095E-01 .976190 .441549E-01 .653357E-02 .114237E-02 .547723 42 1 41 8
benign 6.60400 .227724 .400000 .800000 1.22078 .000000 1.00000 .395217E-01 .619825E-02 .132138E-02 .820783 29 0 29 4
benign 6.22400 .183059 1.12500 1.54167 1.66170 .000000 1.00000 .612143E-01 .101332E-01 .116388E-02 .536697 34 0 34 4
benign 6.34700 .226679 1.30000 2.60000 2.27872 .357143E-01 .964286 .618636E-01 .101079E-01 .238629E-02 .978721 28 1 27 5
benign 9.94200 .236714 1.13333 1.93333 1.95264 .952381E-01 .904762 .525775E-01 .541741E-02 .921872E-03 .819307 42 4 38 1
benign 9.53500 .232561 .966667 1.63333 1.81695 .243902E-01 .975610 .492174E-01 .529081E-02 .947602E-03 .850287 41 1 40 1
benign 9.59300 .274086 1.54167 3.29167 2.51876 .285714 .714286 .595345E-01 .638856E-02 .116871E-02 .977093 35 10 25 1
benign 6.64100 .221367 1.30000 2.20000 2.03270 .666667E-01 .933333 .598367E-01 .932090E-02 .207307E-02 .732695 30 2 28 3
benign 10.2290 .217638 .657143 .942857 1.38244 .212766E-01 .978723 .369000E-01 .368581E-02 .861775E-03 .725293 47 1 46 3
benign 9.51400 .232049 1.56667 3.16667 2.42503 .146341 .853659 .639565E-01 .689041E-02 .102631E-02 .858360 41 6 35 5
benign 6.96700 .232233 1.90000 4.50000 2.86791 .200000 .800000 .783265E-01 .116302E-01 .196044E-02 .967906 30 6 24 3
benign 7.81300 .223229 1.83333 4.41667 2.88283 .114286 .885714 .705000E-01 .928881E-02 .141544E-02 1.04950 35 4 31 1
benign 6.97500 .205147 1.20833 2.45833 2.22895 .294118E-01 .970588 .646429E-01 .954864E-02 .184448E-02 1.02062 34 1 33 4
benign 11.9720 .217673 .904762 1.19048 1.52198 .181818E-01 .981818 .499263E-01 .424748E-02 .567372E-03 .617213 55 1 54 2
benign 9.26300 .272441 1.79167 3.87500 2.62464 .264706 .735294 .707500E-01 .786937E-02 .118167E-02 .832971 34 9 25 1
benign 8.65200 .216300 1.39286 2.60714 2.22460 .175000 .825000 .601194E-01 .712678E-02 .129864E-02 .831745 40 7 33 4
benign 11.6150 .241979 1.08571 1.94286 1.97259 .833333E-01 .916667 .511464E-01 .449717E-02 .711983E-03 .886879 48 4 44 3
benign 10.2030 .208224 1.08333 1.75000 1.85331 .204082E-01 .979592 .590476E-01 .590785E-02 .808363E-03 .769972 49 1 48 1
benign 8.10800 .225222 1.16000 2.20000 2.10340 .555556E-01 .944444 .546333E-01 .693072E-02 .145443E-02 .943398 36 2 34 2
benign 10.4900 .249762 1.53333 3.60000 2.66997 .142857 .857143 .613239E-01 .598853E-02 .853804E-03 1.13664 42 6 36 2
benign 8.92100 .217585 1.33333 2.40000 2.13563 .731707E-01 .926829 .615294E-01 .706957E-02 .112413E-02 .802295 41 3 38 2
benign 9.91600 .241854 1.16667 2.36667 2.18658 .731707E-01 .926829 .507101E-01 .524182E-02 .901734E-03 1.01992 41 3 38 0
benign 7.16600 .247103 1.60000 3.50000 2.59472 .137931 .862069 .675957E-01 .976973E-02 .180075E-02 .994723 29 4 25 1
benign 7.41300 .255621 1.80000 3.90000 2.63351 .172414 .827586 .839787E-01 .117332E-01 .179469E-02 .833509 29 5 24 1
benign 8.92300 .217634 1.73333 3.73333 2.60168 .487805E-01 .951219 .900000E-01 .103385E-01 .964897E-03 .868345 41 2 39 5
benign 9.46100 .225262 .933333 1.53333 1.76102 .476190E-01 .952381 .530563E-01 .574468E-02 .105172E-02 .827682 42 2 40 3
benign 9.83200 .200653 1.05556 1.50000 1.68550 .204082E-01 .979592 .516310E-01 .536072E-02 .894246E-03 .629941 49 1 48 3
benign 8.91300 .254657 1.84000 4.64000 2.98310 .228571 .771429 .826724E-01 .954830E-02 .129493E-02 1.14310 35 8 27 4
benign 8.02500 .222917 1.48000 2.84000 2.30260 .111111 .888889 .714333E-01 .915567E-02 .149604E-02 .822598 36 4 32 6
benign 7.49200 .187300 2.13333 5.86667 3.29992 .750000E-01 .925000 .104030 .142416E-01 .131950E-02 1.16658 40 3 37 17
benign 8.07900 .230829 1.66667 3.58333 2.58350 .142857 .857143 .715172E-01 .911260E-02 .145274E-02 .916831 35 5 30 5
benign 6.29200 .209733 1.80000 4.40000 2.90501 .100000 .900000 .788571E-01 .129651E-01 .238833E-02 1.10501 30 3 27 9
benign 9.15500 .261571 1.62500 3.20833 2.39467 .228571 .771429 .668276E-01 .751426E-02 .123554E-02 .769670 35 8 27 4
benign 9.26500 .220595 .966667 1.63333 1.81695 .238095E-01 .976190 .519859E-01 .574785E-02 .112620E-02 .850287 42 1 41 5
benign 8.85100 .252886 1.62500 3.70833 2.68052 .200000 .800000 .701724E-01 .816137E-02 .125587E-02 1.05552 35 7 28 1
benign 7.76700 .228441 2.04167 5.45833 3.20185 .176471 .823529 .861786E-01 .114317E-01 .150192E-02 1.16018 34 6 28 2
benign 9.36000 .267429 1.54167 3.29167 2.51876 .228571 .771429 .598276E-01 .657983E-02 .116497E-02 .977093 35 8 27 0
benign 7.96300 .221194 1.00000 1.64000 1.81650 .277778E-01 .972222 .553167E-01 .714519E-02 .147226E-02 .816497 36 1 35 4
benign 9.73100 .231690 1.66667 3.60000 2.58893 .214286 .785714 .744225E-01 .783452E-02 .100529E-02 .922266 42 9 33 4
benign 10.0530 .295676 2.16000 5.28000 2.96000 .352941 .647059 .721250E-01 .739189E-02 .156594E-02 .800000 34 12 22 0
benign 4.09700 .178130 .625000 .875000 1.34380 .000000 1.00000 .333823E-01 .851836E-02 .264448E-02 .718795 23 0 23 2
benign 5.30800 .147444 .520000 .520000 1.02990 .000000 1.00000 .311667E-01 .603940E-02 .131787E-02 .509902 36 0 36 7
benign 4.46600 .178640 .625000 .750000 1.24414 .000000 1.00000 .363500E-01 .847841E-02 .236169E-02 .619139 25 0 25 2
benign 7.27900 .173310 .666667 .733333 1.21334 .000000 1.00000 .430282E-01 .605545E-02 .934899E-03 .546672 42 0 42 6
benign 4.82900 .160967 1.20000 1.90000 1.89585 .000000 1.00000 .588980E-01 .126173E-01 .163542E-02 .695852 30 0 30 5
benign 5.37600 .215040 .750000 1.00000 1.43313 .400000E-01 .960000 .441250E-01 .854977E-02 .212554E-02 .683130 25 1 24 3
benign 5.06200 .202480 .750000 1.12500 1.52460 .000000 1.00000 .463000E-01 .952769E-02 .207086E-02 .774597 25 0 25 3
benign 5.21200 .173733 1.35000 2.05000 1.83936 .000000 1.00000 .705510E-01 .140030E-01 .165222E-02 .489360 30 0 30 7
benign 6.01100 .200367 .800000 1.00000 1.41559 .000000 1.00000 .462449E-01 .795867E-02 .145611E-02 .615587 30 0 30 3
benign 6.39100 .177528 .800000 .960000 1.37735 .000000 1.00000 .415333E-01 .668440E-02 .103880E-02 .577350 36 0 36 1
benign 5.91000 .236400 .687500 .937500 1.39165 .400000E-01 .960000 .417250E-01 .735424E-02 .181676E-02 .704154 25 1 24 2
benign 6.12100 .204033 .950000 1.35000 1.63633 .000000 1.00000 .593674E-01 .100334E-01 .141690E-02 .686333 30 0 30 3
benign 5.10400 .204160 1.25000 2.37500 2.18095 .400000E-01 .960000 .533500E-01 .108881E-01 .316557E-02 .930949 25 1 24 4
benign 10.5490 .210980 1.25000 2.30556 2.12423 .400000E-01 .960000 .542470E-01 .524733E-02 .711032E-03 .874234 50 2 48 3
benign 7.52300 .214943 .958333 1.29167 1.58243 .000000 1.00000 .541724E-01 .741270E-02 .991929E-03 .624094 35 0 35 1
benign 7.13400 .237800 .800000 1.00000 1.41559 .133333 .866667 .400204E-01 .580325E-02 .130179E-02 .615587 30 4 26 1
benign 6.80400 .272160 1.31250 2.93750 2.45085 .200000 .800000 .566750E-01 .867673E-02 .230131E-02 1.13835 25 5 20 0
benign 7.25600 .241867 .700000 1.10000 1.50131 .333333E-01 .966667 .386939E-01 .551656E-02 .173823E-02 .801315 30 1 29 0
benign 8.01500 .229000 .750000 .916667 1.35792 .571429E-01 .942857 .367241E-01 .471669E-02 .979323E-03 .607919 35 2 33 1
benign 7.37700 .210771 1.37500 2.45833 2.14467 .857143E-01 .914286 .551552E-01 .769654E-02 .164679E-02 .769670 35 3 32 4
benign 5.24200 .209680 2.62500 9.25000 4.21140 .160000 .840000 .103850 .206366E-01 .447935E-02 1.58640 25 4 21 7
benign 6.54500 .181806 1.00000 1.40000 1.64550 .000000 1.00000 .544167E-01 .855178E-02 .111990E-02 .645497 36 0 36 8
benign 6.24400 .178400 .916667 1.08333 1.42028 .000000 1.00000 .443448E-01 .731087E-02 .125111E-02 .503610 35 0 35 2
benign 4.75900 .190360 .937500 1.18750 1.51123 .000000 1.00000 .482250E-01 .105557E-01 .224553E-02 .573730 25 0 25 4
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benign 5.18500 .207400 .687500 .937500 1.39165 .000000 1.00000 .416000E-01 .835744E-02 .205989E-02 .704154 25 0 25 3
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benign 6.89800 .197086 1.08333 1.58333 1.73720 .000000 1.00000 .602586E-01 .899260E-02 .103771E-02 .653863 35 0 35 5
benign 8.60800 .239111 .680000 .920000 1.37041 .555556E-01 .944444 .365167E-01 .436338E-02 .867577E-03 .690410 36 2 34 2
benign 10.9030 .259595 1.40000 2.93333 2.40344 .214286 .785714 .648873E-01 .609648E-02 .868439E-03 1.00344 42 9 33 1
benign 9.19800 .255500 2.00000 5.04000 3.04083 .277778 .722222 .764833E-01 .855279E-02 .112687E-02 1.04083 36 10 26 2
benign 7.04200 .195611 .960000 1.12000 1.41461 .277778E-01 .972222 .413333E-01 .603725E-02 .121292E-02 .454606 36 1 35 4
benign 7.01200 .194778 .720000 .800000 1.26160 .000000 1.00000 .427833E-01 .627577E-02 .106806E-02 .541603 36 0 36 3
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benign 17.0350 .1700 1.1235 1.5926 1.7019 .0000 1.0000 .0360 .9960 1.4459 .5784 100 0 100 46
benign 14.1160 .1910 .8514 1.2838 1.6041 .0000 1.0000 .0292 .5953 1.3809 .7528 74 0 74 31
benign 17.1120 .1990 1.2346 2.1728 2.0450 .0233 .9767 .0541 .8778 2.6956 .8104 86 2 84 28
benign 20.0610 .2010 .9506 1.1481 1.4481 .0000 1.0000 .0266 .5842 1.3351 .4975 100 0 100 27
benign 9.2740 .1890 .8056 .9167 1.3303 .0000 1.0000 .0248 .5098 2.2002 .5248 49 0 49 15
benign 15.7370 .2460 .9592 1.2041 1.4977 .1094 .8906 .0420 .6697 1.6954 .5385 64 7 57 7
benign 17.2490 .2700 .9796 1.2245 1.4996 .0625 .9375 .0335 .9101 1.3140 .5200 64 4 60 0
benign 13.0760 .2240 1.1429 1.5918 1.6829 .0000 1.0000 .0388 .8244 1.8631 .5401 64 0 64 16
benign 24.1760 .2420 .7654 .8642 1.2963 .0100 .9900 .0215 1.2836 1.4148 .5303 100 1 99 0
benign 21.5540 .2220 .9877 1.4074 1.6490 .0309 .9691 .0412 .9883 1.7194 .6613 97 3 94 18
benign 17.5930 .1760 .7901 .9630 1.3757 .0000 1.0000 .0217 .5154 1.6238 .5856 100 0 100 46
benign 14.8360 .2320 1.1429 1.7143 1.7884 .0469 .9531 .0426 .7869 1.6935 .6455 64 3 61 15
benign 10.9170 .1710 .5306 .5714 1.0746 .0000 1.0000 .0210 .5422 1.5708 .5440 64 0 64 38
benign 12.6850 .2590 .8889 1.1111 1.4635 .1020 .8980 .0348 .7616 1.4041 .5746 49 5 44 1
benign 15.7460 .2460 .9796 1.2245 1.4996 .0156 .9844 .0307 1.2901 1.4323 .5200 64 1 63 2
benign 11.8850 .1860 1.2449 1.8571 1.8051 .0000 1.0000 .0416 .9670 1.3678 .5602 64 0 64 22
benign 14.2020 .2220 1.0000 1.2041 1.4564 .0000 1.0000 .0297 .8935 1.1215 .4564 64 0 64 8
benign 21.7310 .2680 1.0156 1.4219 1.6454 .0741 .9259 .0458 1.0574 1.4605 .6297 81 6 75 2
benign 18.5920 .2350 1.1719 1.7031 1.7507 .0380 .9620 .0424 1.2970 1.5620 .5789 79 3 76 7
benign 17.2270 .2180 .9375 1.2500 1.5515 .0633 .9367 .0386 .7095 2.0020 .6140 79 5 74 15
benign 20.4530 .2800 .8906 1.3906 1.6697 .3699 .6301 .0336 .3395 1.5357 .7790 73 27 46 20
benign 23.8300 .2940 1.1250 1.7187 1.8035 .3218 .6790 .0406 .6235 1.3759 .6785 81 26 55 3
benign 25.6870 .3170 1.2344 1.9219 1.8704 .3827 .6173 .0467 .7768 1.3038 .6360 81 31 50 3
benign 20.6090 .2540 1.1094 1.4531 1.5847 .1111 .8889 .0368 .6906 1.5418 .4753 81 9 72 7
benign 19.3920 .2390 1.0937 1.5625 1.7037 .0370 .9630 .0451 1.1145 1.5069 .6099 81 3 78 5
benign 20.3550 .2510 1.2344 1.8281 1.7905 .0494 .9506 .0430 1.3615 1.3917 .5561 81 4 77 3
benign 17.6080 .2200 1.0313 1.2813 1.5016 .0000 1.0000 .0356 .8741 1.7040 .4704 80 0 80 15
benign 14.6430 0.299 1.0556 1.4444 1.6384 .1429 .8571 .0526 .9216 1.4169 .5828 49 7 42 1
benign 13.9500 0.285 1.0000 1.3333 1.5855 .2041 .7959 .0381 .6388 1.4242 .5855 49 10 39 1
benign 11.2790 0.179 1.0816 1.4898 1.6531 .0000 1.0000 .0386 .9112 1.3813 .5714 63 0 63 26
benign 18.2090 0.285 1.3878 2.3673 2.0591 .1875 .8125 .0523 .9101 1.3863 .6713 64 12 52 1
benign 15.2430 0.238 1.0204 1.2653 1.4987 .0156 .9844 .0282 1.2508 1.5304 .4783 64 1 63 2
benign 14.9490 0.234 1.0204 1.3061 .5200 .0312 .9687 .0315 1.0825 1.6176 .5200 64 2 62 6
benign 15.9810 0.250 1.0408 1.4082 1.6167 .0469 .9531 .0390 1.3750 1.4445 .5759 64 3 61 2
benign 17.9240 0.280 .8980 1.1020 1.4474 .0781 .9219 .0563 1.1098 1.2048 .5494 64 5 59 3
benign 17.7930 0.278 1.1633 1.8571 1.8805 .1406 .8594 .0531 .9369 1.4085 .7173 64 9 55 4
benign 16.1090 0.252 1.2653 1.9592 1.8700 .1250 .8750 .0506 .9968 1.4835 .6047 64 8 56 9
benign 16.7980 .2750 1.7143 3.7959 2.6497 .2623 .7377 0.0810 1.0679 2.3277 .9354 61 16 45 3
benign 23.2660 .3640 1.8980 4.3878 2.7934 .4844 .5156 0.0832 1.2598 1.5189 .8955 64 31 33 2
benign 17.5070 .2740 1.4286 2.3265 1.9686 .1406 .8594 0.0620 1.1310 1.4280 .5401 64 9 55 2
benign 17.8030 .2830 1.5102 2.6531 2.1267 .2381 .7619 0.0696 1.0247 1.3824 .6165 63 15 48 4
benign 20.5900 .3220 1.6735 3.2653 2.3623 .3437 .6562 0.0776 1.0113 2.0330 .6888 64 22 42 3
benign 21.2900 .2690 1.2813 2.0938 1.9590 .1266 .8734 0.0607 1.2111 1.4137 .6777 79 10 69 0
benign 20.4390 .2650 1.4688 2.5938 2.1347 .1429 .8571 0.0629 1.3158 1.4837 .6659 77 11 66 5
benign 19.9830 .2530 1.2969 1.9844 1.8512 .0506 .9494 0.0528 1.3804 1.4509 .5543 79 4 75 4
benign 19.9580 .2700 1.3175 2.1746 1.9653 .1486 .8514 0.0544 1.1093 1.3252 .6678 74 11 63 2
benign 21.7300 .2750 1.3281 2.2031 1.9961 .2278 .7722 0.0535 .9593 1.4707 .6680 79 18 61 4
benign 18.0240 .2820 1.1224 1.6122 1.7222 .1875 .8125 .0474 .7452 1.4559 .5997 64 12 52 4
benign 15.6840 .2490 1.1224 1.7755 1.8480 .0952 .9048 .0454 .9929 1.6509 .7255 63 6 57 9
benign 13.7400 .2180 .9388 1.1429 1.4555 .0000 1.0000 .0382 1.0797 1.7020 .5167 63 0 63 8
benign 13.6820 .2240 1.1224 1.7755 1.8480 .0000 1.0000 .0357 .9587 1.6325 .7255 61 0 61 11
benign 14.0320 .2260 .9592 1.2449 1.5351 .0000 1.0000 .0274 .8871 1.1390 .5759 62 0 62 7
benign 15.8970 .2480 .6327 .6327 1.1197 .0000 1.0000 .0176 1.0060 1.0440 .4871 64 0 64 0
benign 15.4630 .2420 1.0816 1.4898 1.6531 .0156 .9844 .0358 1.4199 1.4563 .5714 64 1 63 3
benign 14.6400 .2320 .8367 .9592 1.3510 .0000 1.0000 .0253 1.0365 1.0906 .5143 63 0 63 4
benign 14.0260 .2230 1.0816 1.3673 1.5306 .0000 1.0000 .0370 .9033 1.5864 .4489 63 0 63 9
benign 13.7160 .2180 1.1020 1.5510 1.6882 .0000 1.0000 .0426 1.0013 1.6856 .5861 63 0 63 11
benign 17.0450 .2660 1.2449 1.8980 1.8411 .1250 .8750 .0460 .9493 1.3935 .5962 64 8 56 6
benign 19.1830 .3040 1.3673 2.3469 2.0654 .2540 .7460 .0498 .8153 2.0313 .6980 63 16 47 1
benign 15.9690 .2500 1.2449 1.8571 1.8051 .0937 .9062 .0434 1.2837 1.5631 .5602 64 6 58 2
benign 13.9050 .2240 .9796 1.1837 1.4579 .0000 1.0000 .0416 1.2280 1.5976 .4783 62 0 62 9
benign 17.0070 .2700 1.2857 2.1429 1.9928 .1587 .8413 .0541 .9336 1.4717 .7071 63 10 53 4
benign 21.1140 .2740 1.2969 1.9844 1.8512 .1818 .8182 .0513 .9021 1.3679 .5543 77 14 63 1
benign 19.0770 .2450 1.2188 1.8125 1.7952 .0641 .9359 .0515 1.2320 1.5155 .5765 78 5 73 5
benign 21.0930 .2670 1.3594 2.5469 2.2020 .1266 .8734 .0547 .9993 2.3281 .8427 49 10 69 2
benign 21.8950 .2740 1.2813 1.9375 1.8295 .1500 .8500 .0519 1.0073 2.1893 .5483 80 12 68 4
benign 19.3580 .2480 1.0625 1.5938 1.7497 .0769 .9231 .0385 1.0536 1.5657 .6872 78 6 72 6
benign 22.2710 .2750 1.2969 1.9844 1.8512 .1852 .8148 .0484 .7681 1.3417 .5543 81 15 66 5
benign 22.1420 .2730 1.3594 2.2344 1.9860 .1481 .8519 .0521 1.0073 1.3745 .8266 81 12 69 4
benign 22.6740 .2830 1.2813 2.0625 1.9351 .1875 .8125 .0574 .8889 1.3100 .6539 80 15 65 5
benign 20.3920 .2550 1.2188 1.8438 1.8221 .1000 1.9000 .0417 1.1483 1.4763 .6034 80 8 72 2
benign 26.9810 .3330 1.7500 3.7500 2.5857 .4198 .5802 .0829 1.0317 1.7512 .8357 81 34 47 2
benign 21.5940 .2670 1.2969 1.9531 1.8218 .1235 .8765 .0440 .8830 1.4338 .5249 81 10 71 4
benign 18.7820 .2410 1.1563 1.7500 1.8040 .0641 .9359 .0470 1.3090 1.5132 .6478 78 5 73 4
benign 26.2480 .3240 1.2656 1.8906 1.8073 .4074 .5926 .0496 .8545 1.7776 .5417 81 33 48 1
benign 21.3790 .2740 1.2656 1.9844 1.8890 .1923 .8077 .0515 .8173 1.5075 .6234 78 15 63 4
benign 20.1980 .2520 1.1250 1.7500 1.8265 .0750 .9250 .0424 1.2192 1.6413 .7015 80 6 74 3
benign 21.0160 .2630 1.4062 2.4063 2.0662 .1125 .8875 .0547 1.1979 2.1144 .6599 80 90 71 5
benign 25.1020 .3100 1.6563 3.1875 2.3281 .3704 .6296 .0689 .9662 1.8084 .6719 81 30 51 6
benign 18.3570 .2510 1.2188 1.9375 1.8965 .1781 .8219 .0620 .9113 1.6961 .6777 73 13 60 8
benign 16.0740 .2010 .9687 1.2500 1.5313 .0125 .9875 .0437 .8697 2.0234 .5626 80 1 79 21
benign 20.2590 .2630 1.2656 1.9531 1.8630 .1429 .8571 .0506 1.0947 1.4412 .5974 77 11 66 2
benign 23.4490 .2890 1.2969 2.0781 1.9313 .2346 .7654 .0512 .8172 1.3519 .6345 81 19 62 3
benign 20.0720 .2510 1.1094 1.6406 1.7547 .0500 .9500 .0461 1.2994 1.4261 .6453 80 4 76 3
benign 17.4520 .2210 .8594 .9844 1.3591 .0000 1.0000 .0348 .9623 1.6597 .4998 79 0 79 7
benign 19.8140 .2540 1.0469 1.4219 1.6223 .0641 .9359 .0374 1.1323 1.6475 .5754 78 5 73 2
benign 20.5890 .2570 1.0625 1.4062 1.5933 .0750 .9250 .0463 1.1427 1.4309 .5308 80 6 74 5
benign 21.2270 .2690 1.3750 2.3437 2.0535 .1392 .8608 .0558 1.0454 2.2027 .6785 79 11 66 3
benign 23.3090 .2950 1.2656 2.2656 2.0868 .2785 .7215 .0544 .7898 2.1095 .8212 79 22 57 2
benign 20.0870 .2510 1.2344 1.8594 1.8183 .0750 .9250 .0425 1.1693 1.4668 .5840 80 6 74 4
benign 20.5680 .2570 1.2188 1.8750 1.8479 .1000 .9000 .0491 .9986 1.4024 .6292 80 8 72 6
benign 23.4550 .2930 1.2500 2.0000 1.9167 .2000 .8000 .0522 .8176 1.3971 .6667 80 16 64 3
benign 22.5350 .2820 1.5000 2.7813 2.2346 .1875 .8125 .0540 .9464 2.4832 .7346 80 15 65 2
benign 22.3910 .2760 1.4375 2.5000 2.1012 .1605 .8395 .0559 .9391 2.1494 .6637 81 13 68 2
benign 20.8350 .2640 1.1094 1.7031 1.8021 .1139 .8861 .0408 .9753 1.5593 .6928 79 9 70 1
benign 21.2600 .2620 1.0781 1.5781 1.7280 .0864 .9136 .0401 1.0500 1.5091 .6499 81 7 74 2
benign 18.8040 .2410 .7187 .8437 1.2952 .0000 1.0000 .0332 1.1305 1.4834 .5765 78 0 78 4
benign 19.0850 .2390 .8437 1.2188 1.5613 .0125 .9875 .0272 1.2635 1.4604 .7176 80 1 79 3
benign 20.0430 .2470 .9687 1.3438 1.6104 .0494 .9506 .0365 1.1019 1.4816 .6416 81 4 77 4
benign 19.1970 .2430 1.0937 1.7813 1.8646 .0633 .9367 .0525 1.3753 1.6194 .7709 79 5 74 6
benign 21.9420 .2710 1.0781 1.6094 1.7520 .1235 .8765 .0405 .7996 1.4519 .6739 81 10 71 3
benign 21.8270 .2690 1.2656 1.9844 1.8890 .1235 .8765 .0484 .9354 1.4506 .6234 81 10 71 4
benign 20.6840 .2550 1.1719 1.8906 1.8968 .0988 .9012 .0424 1.1255 1.4118 .7249 81 8 73 3
benign 22.2800 .2750 1.1875 1.8750 1.8747 .1605 .8395 .0491 .8803 1.4326 .6872 81 13 68 1
benign 19.2310 .2500 1.1875 1.7813 1.8015 .0779 .9221 .0477 1.1837 1.6251 .6140 77 6 71 5
benign 20.4550 .2590 1.3201 2.0469 1.8643 .1139 .8861 .0518 .9871 1.4646 .5361 79 9 70 5
benign 17.2400 .2210 1.3281 2.1406 1.9467 .0256 .9744 .0509 1.2047 1.6444 .6186 78 2 76 12
benign 20.9860 .2660 1.2344 1.8906 1.8449 .1899 .8101 .0454 .7698 1.5661 .6105 79 15 64 5
benign 22.3150 .2790 1.3125 2.2188 2.0224 .1750 .8250 .0643 1.0449 1.3981 .7099 80 14 66 2
benign 16.3930 .2130 .8906 1.2031 1.5359 .0000 1.0000 .0486 .9517 1.7478 .6453 77 0 77 13
benign 20.6480 .2610 1.3438 2.2813 2.0388 .1519 .8481 .0535 1.0861 1.5430 .6951 79 12 67 4
benign 20.6490 .2580 1.2656 2.0469 1.9380 .1250 .8750 .0448 1.1129 1.5789 .6724 80 10 70 4
benign 21.6330 .2700 1.5313 2.8125 2.2206 .1750 .8250 .0646 1.0042 1.4990 .6893 80 14 66 8
benign 18.5650 .2320 1.2500 2.0625 1.9627 .1125 .8875 .0532 .9697 1.7051 .7127 80 9 71 19
benign 19.8940 .2490 1.2500 1.8438 1.7849 .1000 .9000 .0457 1.1099 1.5264 .5345 80 8 72 4
benign 22.3600 .2600 1.2344 1.7656 1.7301 .1500 .8500 .0449 .7785 1.3997 .4958 80 12 68 5
benign 23.6700 .2960 1.6563 3.5937 2.5858 .2250 .7750 .0727 .9628 2.1565 .9296 80 18 62 4
benign 20.9860 .2660 1.2344 1.8906 1.8449 .1899 .8101 .7698 .7698 1.5661 .6105 79 15 64 4
benign 22.3150 .2790 1.3125 2.2188 2.0224 .1750 .8250 1.0449 1.0449 1.3981 .7099 80 14 66 3
benign 16.3930 .2130 .8906 1.2031 1.5359 .0000 1.0000 .9517 .9517 1.7478 .6453 77 0 77 12
benign 20.6480 .2610 1.3438 2.2813 2.0388 .1519 .8481 1.0861 1.0861 1.5430 .6951 79 12 67 3
benign 20.6490 .2580 1.2656 2.0469 1.9380 .1250 .8750 1.1129 1.1129 1.5789 .6724 80 10 70 4
benign 21.6330 .2700 1.5313 2.8125 2.2206 .1750 .8250 1.0042 1.0042 1.4990 .6893 80 14 66 9
benign 16.5650 .2320 1.2500 2.0625 1.9627 .1125 .8875 .9697 .9697 1.7051 .7122 80 9 71 19
benign 19.8940 .2490 1.2500 1.8438 1.7845 .1000 .9000 1.1099 1.1099 1.5264 .5345 80 8 72 5
benign 22.3600 .2800 1.2344 1.7656 1.7301 .1500 .8500 .7785 .7785 1.3997 .4958 80 12 68 4
benign 23.6700 .2960 1.6563 3.5937 2.5858 .2250 .7750 .9628 .9628 2.1565 .9296 80 18 62 4
malignant 5.91000 .164167 .800000 .800000 1.20825 .000000 1.00000 .438167E-01 .762582E-02 .129631E-02 .408248 36 0 36 6
malignant 5.25800 .150229 .708333 .875000 1.33243 .000000 1.00000 .400000E-01 .783120E-02 .145078E-02 .624094 35 0 35 6
malignant 3.95700 .920232E-01 .875000 1.75000 1.88303 .000000 1.00000 .665652E-01 .172227E-01 .412325E-02 1.00803 43 0 43 37
malignant 4.17700 .144034 .550000 .650000 1.15481 .000000 1.00000 .349348E-01 .866231E-02 .233058E-02 .604805 29 0 29 5
malignant 2.42400 .692572E-01 .400000 .800000 1.21650 .000000 1.00000 .365000E-01 .155006E-01 .276026E-02 .816497 35 0 35 33
malignant 4.55800 .123189 .933333 1.86667 1.94817 .000000 1.00000 .637818E-01 .143821E-01 .150382E-02 1.01483 37 0 37 25
malignant 4.23300 .105825 .866667 1.73333 1.87468 .000000 1.00000 .562857E-01 .136378E-01 .149026E-02 1.00801 40 0 40 31
malignant 4.88700 .119195 .833333 .833333 1.21238 .000000 1.00000 .428235E-01 .898181E-02 .799852E-03 .379049 41 0 41 19
malignant 7.61500 .155408 .250000 .250000 .689155 .000000 1.00000 .220238E-01 .295241E-02 .648962E-03 .439155 49 0 49 3
malignant 6.54000 .155714 .533333 .533333 1.04075 .000000 1.00000 .334507E-01 .523954E-02 .909290E-03 .507416 42 0 42 4
malignant 5.77500 .137500 .366667 .366667 .856799 .000000 1.00000 .263944E-01 .468193E-02 .696103E-03 .490132 42 0 42 9
malignant 5.14900 .143028 .240000 .240000 .675890 .000000 1.00000 .223333E-01 .446134E-02 .915981E-03 .435890 36 0 36 6
malignant 5.56000 .154444 .800000E-01 .800000E-01 .356887 .000000 1.00000 .186167E-01 .344399E-02 .841029E-03 .276887 36 0 36 2
malignant 5.66900 .157472 .000000 .000000 .000000 .000000 1.00000 .101000E-01 .183252E-02 .830983E-03 .000000 36 0 36 0
malignant 6.28300 .174528 .440000 .440000 .946623 .000000 1.00000 .299000E-01 .489484E-02 .118644E-02 .506623 36 0 36 2
malignant 3.47400 .102176 1.04000 1.92000 1.97452 .000000 1.00000 .568148E-01 .168499E-01 .216630E-02 .934523 34 0 34 25
malignant 3.60600 .120200 1.20000 2.40000 2.20525 .000000 1.00000 .615510E-01 .176576E-01 .226474E-02 1.00525 30 0 30 21
malignant 4.51900 .150633 .200000 .200000 .610391 .000000 1.00000 .205102E-01 .469516E-02 .121920E-02 .410391 30 0 30 3
malignant 6.07000 .202333 .900000 1.10000 1.45251 .000000 1.00000 .436939E-01 .744655E-02 .138909E-02 .552506 30 0 30 1
malignant 5.01500 .167167 .300000 .300000 .770162 .000000 1.00000 .199796E-01 .412135E-02 .170240E-02 .470162 30 0 30 1
malignant 7.64700 .212417 1.24000 4.44000 2.97877 .555556E-01 .944444 .579167E-01 .779017E-02 .182442E-02 1.73877 36 2 34 0
malignant 6.12500 .170139 .320000 .320000 .796095 .000000 1.00000 .166833E-01 .280163E-02 .110666E-02 .476095 36 0 36 0
malignant 7.68400 .182952 .566667 .566667 1.07067 .000000 1.00000 .277887E-01 .370465E-02 .789275E-03 .504007 42 0 42 0
malignant 5.35400 .178467 .350000 .350000 .839360 .000000 1.00000 .232653E-01 .449525E-02 .166598E-02 .489360 30 0 30 0
malignant 5.66000 .226400 .562500 .562500 1.07485 .400000E-01 .960000 .262250E-01 .482645E-02 .195629E-02 .512348 25 1 24 0
malignant 3.89600 .162333 1.50000 2.87500 2.31650 .000000 1.00000 .114865 .307646E-01 .672053E-02 .816497 24 0 24 13
malignant 5.44600 .217840 1.06250 3.56250 2.67366 .400000E-01 .960000 .582750E-01 .111464E-01 .318749E-02 1.61116 25 1 24 0
malignant 5.44600 .217840 1.06250 3.56250 2.67366 .400000E-01 .960000 .582750E-01 .111464E-01 .318749E-02 1.61116 25 1 24 0
malignant 6.58400 .182889 .680000 1.48000 1.70956 .277778E-01 .972222 .389333E-01 .608228E-02 .246750E-02 1.02956 36 1 35 4
malignant 6.13400 .170389 .200000 .200000 .608248 .000000 1.00000 .158667E-01 .266058E-02 .113786E-02 .408248 36 0 36 0
malignant 5.96000 .170286 .416667 .416667 .920277 .000000 1.00000 .227414E-01 .392789E-02 .114121E-02 .503610 35 0 35 0
malignant 6.89300 .196943 .625000 .625000 1.11954 .000000 1.00000 .305690E-01 .456522E-02 .103473E-02 .494535 35 0 35 0
malignant 7.19000 .239667 1.20000 3.20000 2.56111 .333333E-01 .966667 .939592E-01 .135187E-01 .278676E-02 1.36111 30 1 29 0
malignant 6.62600 .189314 .500000 .500000 1.01075 .000000 1.00000 .447069E-01 .694564E-02 .268671E-02 .510754 35 0 35 0
malignant 7.16300 .204657 .500000 .500000 1.01075 .000000 1.00000 .723793E-01 .104018E-01 .252128E-02 .510754 35 0 35 0
malignant 4.90900 .196360 .750000 2.00000 1.98828 .400000E-01 .960000 .424500E-01 .900769E-02 .386621E-02 1.23828 25 1 24 0
malignant 5.45800 .218320 .562500 .562500 1.07485 .000000 1.00000 .277000E-01 .528658E-02 .187755E-02 .512348 25 0 25 0
malignant 5.65100 .188367 .600000 .600000 1.10262 .000000 1.00000 .266939E-01 .488663E-02 .146001E-02 .502625 30 0 30 0
malignant 7.16600 .199056 .840000 .840000 1.21417 .000000 1.00000 .327333E-01 .469838E-02 .909515E-03 .374166 36 0 36 0
malignant 6.79200 .226400 .700000 .700000 1.17016 .000000 1.00000 .392041E-01 .597114E-02 .115817E-02 .470162 30 0 30 0
malignant 7.11300 .197583 .680000 .680000 1.15610 .000000 1.00000 .282667E-01 .408749E-02 .934164E-03 .476095 36 0 36 0
malignant 7.36300 .204528 .720000 .720000 1.17826 .000000 1.00000 .322167E-01 .450050E-02 .905818E-03 .458258 36 0 36 0
malignant 10.8250 .220918 .833333 1.05556 1.44278 .204082E-01 .979592 .596547E-01 .562564E-02 .110191E-02 .609449 49 1 48 0
malignant 8.41800 .233833 .480000 1.28000 1.52563 .277778E-01 .972222 .465333E-01 .568578E-02 .180739E-02 1.04563 36 1 35 0
malignant 7.82400 .260800 .150000 .150000 .516348 .000000 1.00000 .385306E-01 .509448E-02 .266493E-02 .366348 30 0 30 0
malignant 9.99900 .333300 .300000 .400000 .871241 .333333E-01 .966667 .946735E-01 .979479E-02 .204924E-02 .571241 30 1 29 0
malignant 8.15400 .232971 .875000 1.95833 1.99060 .571429E-01 .942857 .677931E-01 .855863E-02 .228270E-02 1.11560 35 2 33 0
malignant 12.2420 .291476 2.23333 8.70000 4.19298 .119048 .880952 .171211 .143267E-01 .119329E-02 1.95965 42 5 37 0
malignant 5.96600 .238640 .500000 .500000 1.01640 .000000 1.00000 .469500E-01 .819749E-02 .406829E-02 .516398 25 0 25 0
malignant 13.0390 .310452 2.30000 10.0333 4.51515 .119048 .880952 .178408 .140164E-01 .121995E-02 2.21515 42 5 37 0
malignant 7.96300 .189595 .600000 1.26667 1.56847 .238095E-01 .976190 .401831E-01 .516931E-02 .138218E-02 .968468 42 1 41 4
malignant 10.8790 .310829 1.25000 5.08333 3.16675 .857143E-01 .914286 .127362 .120515E-01 .158726E-02 1.91675 35 3 32 0
malignant 9.72300 .277800 .708333 2.37500 2.10644 .571429E-01 .942857 .717931E-01 .760101E-02 .156634E-02 1.39811 35 2 33 0
malignant 11.3900 .316389 .280000 .760000 1.12261 .277778E-01 .972222 .117333 .105958E-01 .144150E-02 .842615 36 1 35 0
malignant 11.3900 .316389 .280000 .760000 1.12261 .277778E-01 .972222 .117333 .105958E-01 .144150E-02 .842615 36 1 35 0
malignant 7.57200 .216343 .583333 1.41667 1.64314 .285714E-01 .971429 .360862E-01 .490591E-02 .166059E-02 1.05981 35 1 34 0
malignant 8.51200 .236444 .440000 .920000 1.30987 .277778E-01 .972222 .436167E-01 .527054E-02 .196769E-02 .869866 36 1 35 0
malignant 8.51200 .236444 .440000 .920000 1.30987 .277778E-01 .972222 .436167E-01 .527054E-02 .196769E-02 .869866 36 1 35 0
malignant 7.48000 .213714 .625000 .625000 1.11954 .000000 1.00000 .314828E-01 .433272E-02 .984820E-03 .494535 35 0 35 0
malignant 15.6520 .333021 2.33333 8.77778 4.18497 .340426 .659574 .109197 .712824E-02 .102520E-02 1.85164 47 16 31 0
malignant 10.4390 .248548 1.36667 4.16667 2.90880 .476190E-01 .952381 .962817E-01 .944822E-02 .131291E-02 1.54213 42 2 40 4
malignant 12.6120 .350333 1.68000 3.76000 2.66826 .444444 .555556 .115317 .940465E-02 .135209E-02 .988264 36 16 20 1
malignant 10.5820 .258098 1.40000 3.53333 2.67577 .146341 .853659 .863478E-01 .836388E-02 .147236E-02 1.27577 41 6 35 2
malignant 9.92700 .397080 2.56250 8.18750 3.87748 .720000 .280000 .135175 .141843E-01 .314881E-02 1.31498 25 18 7 0
malignant 10.3470 .344900 3.15000 11.8500 4.57441 .466667 .533333 .163265 .163231E-01 .276930E-02 1.42441 30 14 16 1
malignant 9.81800 .272722 1.40000 3.80000 2.78444 .111111 .888889 .915500E-01 .959113E-02 .176738E-02 1.38444 36 4 32 1
malignant 9.48000 .263333 2.16000 8.40000 4.13231 .111111 .888889 .161467 .175190E-01 .194517E-02 1.97231 36 4 32 9
malignant 14.0990 .391639 .920000 2.36000 2.17565 .277778E-01 .972222 .233917 .170650E-01 .108723E-02 1.25565 36 1 35 3
malignant 8.16000 .226667 1.60000 4.40000 2.98444 .833333E-01 .916667 .101967 .128529E-01 .230808E-02 1.38444 36 3 33 4
malignant 8.14200 .271400 .900000 1.90000 1.97115 .333333E-01 .966667 .115857 .147202E-01 .227502E-02 1.07115 30 1 29 0
malignant 7.23400 .212765 1.20000 2.88000 2.42475 .294118E-01 .970588 .121259 .172704E-01 .291228E-02 1.22474 34 1 33 12
malignant 7.92200 .220056 1.72000 4.44000 2.96231 .833333E-01 .916667 .113083 .146824E-01 .237469E-02 1.24231 36 3 33 7
malignant 10.9470 .260643 1.33333 2.60000 2.25560 .214286 .785714 .798310E-01 .747036E-02 .152046E-02 .922266 42 9 33 2
malignant 11.5570 .275167 1.80000 5.46667 3.31771 .119048 .880952 .142479 .126291E-01 .121410E-02 1.51771 42 5 37 4
malignant 9.85000 .328333 2.50000 8.30000 3.96898 .400000 .600000 .141184 .148276E-01 .189215E-02 1.46898 30 12 18 1
malignant 4.72400 .188960 .812500 1.56250 1.79357 .400000E-01 .960000 .492500E-01 .108599E-01 .377666E-02 .981071 25 1 24 0
malignant 6.77400 .270960 1.31250 3.81250 2.80554 .160000 .840000 .695750E-01 .106988E-01 .293162E-02 1.49304 25 4 21 0
malignant 10.6470 .253500 1.13333 2.20000 2.10654 .952381E-01 .904762 .723521E-01 .696128E-02 .154455E-02 .973204 42 4 38 1
malignant 8.72700 .349080 3.56250 15.0625 5.15284 .320000 .680000 .204300 .243855E-01 .341492E-02 1.59034 25 8 17 1
malignant 6.37200 .182057 1.04167 2.12500 2.08337 .285714E-01 .971429 .541724E-01 .875168E-02 .192965E-02 1.04170 35 1 34 4
malignant 6.50100 .216700 .950000 1.25000 1.55481 .000000 1.00000 .457755E-01 .728411E-02 .137804E-02 .604805 30 0 30 3
malignant 7.22500 .200694 1.68000 3.84000 2.70956 .111111 .888889 .789000E-01 .112324E-01 .163348E-02 1.02956 36 4 32 5
malignant 5.86200 .244250 1.81250 5.93750 3.49451 .833333E-01 .916667 .197351 .351300E-01 .413890E-02 1.68201 24 2 22 9
malignant 4.91800 .169586 1.25000 1.75000 1.69426 .000000 1.00000 .544255E-01 .114618E-01 .174223E-02 .444262 29 0 29 5
malignant 7.76800 .258933 1.95000 4.75000 2.94868 .200000 .800000 .791837E-01 .105451E-01 .159156E-02 .998683 30 6 24 1
malignant 6.03100 .241240 1.75000 4.12500 2.81458 .200000 .800000 .736000E-01 .127121E-01 .265442E-02 1.06458 25 5 20 3
malignant 6.32200 .185941 .880000 1.76000 1.89325 .000000 1.00000 .542264E-01 .883734E-02 .124708E-02 1.01325 34 0 34 12
malignant 6.56500 .182361 .520000 .520000 1.02990 .000000 1.00000 .303500E-01 .475509E-02 .109381E-02 .509902 36 0 36 0
malignant 8.09100 .231171 .333333 .333333 .814877 .000000 1.00000 .306207E-01 .389585E-02 .894682E-03 .481543 35 0 35 0
malignant 11.0780 .263762 1.66667 3.66667 2.62559 .261905 .738095 .530000E-01 .490095E-02 .806667E-03 .958927 42 11 31 0
malignant 7.03200 .195333 .480000 .480000 .989902 .000000 1.00000 .315000E-01 .460751E-02 .106202E-02 .509902 36 0 36 0
malignant 7.60000 .211111 .520000 .520000 1.02990 .000000 1.00000 .370000E-01 .500752E-02 .100864E-02 .509902 36 0 36 1
malignant 8.43100 .234194 .320000 .320000 .796095 .000000 1.00000 .282667E-01 .344850E-02 .858685E-03 .476095 36 0 36 0
malignant 9.91400 .236048 .333333 .333333 .812797 .000000 1.00000 .261972E-01 .270689E-02 .624068E-03 .479463 42 0 42 0
malignant 4.91000 .163667 .600000 .700000 1.19824 .000000 1.00000 .384694E-01 .810508E-02 .186668E-02 .598243 30 0 30 3
malignant 6.21200 .172556 .720000 .720000 1.17826 .000000 1.00000 .422167E-01 .699016E-02 .109326E-02 .458258 36 0 36 3
malignant 8.36800 .232444 .480000 .640000 1.13320 .277778E-01 .972222 .337833E-01 .415255E-02 .902894E-03 .653197 36 1 35 2
malignant 8.04300 .223417 .440000 .520000 1.02310 .000000 1.00000 .329500E-01 .421378E-02 .930384E-03 .583095 36 0 36 2
malignant 7.51900 .208861 .360000 .360000 .849898 .000000 1.00000 .254000E-01 .347463E-02 .100418E-02 .489898 36 0 36 0
malignant 7.48600 .249533 .200000 .300000 .723148 .000000 1.00000 .294694E-01 .407234E-02 .116362E-02 .523148 30 0 30 1
malignant 7.55000 .251667 .550000 .950000 1.37558 .100000 .900000 .263469E-01 .360999E-02 .116129E-02 .825578 30 3 27 1
malignant 7.66700 .232333 1.66667 4.33333 2.94071 .121212 .878788 .761698E-01 .102452E-01 .165323E-02 1.27404 33 4 29 7
malignant 6.76100 .225367 1.30000 2.80000 2.38094 .666667E-01 .933333 .487347E-01 .745677E-02 .184592E-02 1.08094 30 2 28 1
malignant 5.95400 .198467 1.60000 3.40000 2.54032 .666667E-01 .933333 .829796E-01 .144174E-01 .137216E-02 .940325 30 2 28 9
malignant 7.07600 .235867 1.70000 3.30000 2.35695 .233333 .766667 .678776E-01 .992343E-02 .190990E-02 .656947 30 7 23 4
malignant 8.96000 .248889 1.72000 3.88000 2.69980 .222222 .777778 .753833E-01 .865370E-02 .124011E-02 .979796 36 8 28 3
malignant 8.00800 .222444 1.52000 3.92000 2.81486 .833333E-01 .916667 .792667E-01 .101812E-01 .149101E-02 1.29486 36 3 33 8
malignant 8.24400 .235543 2.12000 4.92000 2.78583 .200000 .800000 .857895E-01 .107124E-01 .144500E-02 .665833 35 7 28 5
malignant 7.84700 .261567 2.10000 5.30000 3.06791 .400000 .600000 .811021E-01 .106918E-01 .169365E-02 .967906 30 12 18 2
malignant 6.83800 .189944 1.44000 3.52000 2.66746 .277778E-01 .972222 .781000E-01 .117478E-01 .178369E-02 1.22746 36 1 35 12
malignant 7.17900 .239300 1.90000 4.20000 2.68807 .233333 .766667 .711837E-01 .102575E-01 .202986E-02 .788069 30 7 23 3
malignant 8.08700 .231057 .880000 1.36000 1.66102 .285714E-01 .971429 .456140E-01 .580631E-02 .140741E-02 .781025 35 1 34 1
malignant 7.24800 .241600 .350000 .450000 .937143 .000000 1.00000 .357143E-01 .509738E-02 .122170E-02 .587143 30 0 30 1
malignant 7.01700 .241965 1.35000 2.75000 2.33809 .344828E-01 .965517 .932766E-01 .137677E-01 .288327E-02 .988087 29 1 28 3
malignant 5.78000 .206429 1.70000 4.70000 3.08031 .107143 .892857 .809768E-01 .145287E-01 .258030E-02 1.38031 28 3 25 8
malignant 7.62500 .262931 1.70000 4.40000 2.96074 .241379 .758621 .754130E-01 .102435E-01 .201941E-02 1.26074 29 7 22 1
malignant 7.68100 .264862 2.15000 6.15000 3.41803 .310345 .689655 .890869E-01 .120126E-01 .257005E-02 1.26803 29 9 20 1
malignant 6.91400 .238414 1.00000 1.80000 1.91766 .344828E-01 .965517 .501111E-01 .750662E-02 .180343E-02 .917663 29 1 28 0
malignant 10.0800 .252000 1.73333 3.73333 2.60168 .225000 .775000 .694925E-01 .707087E-02 .104340E-02 .868345 40 9 31 5
malignant 6.77000 .225667 1.70000 3.80000 2.67872 .100000 .900000 .826531E-01 .126297E-01 .214890E-02 .978721 30 3 27 7
malignant 7.43900 .297560 2.43750 6.56250 3.25144 .400000 .600000 .922000E-01 .129106E-01 .324321E-02 .813941 25 10 15 1
malignant 7.16400 .238800 .650000 1.05000 1.46273 .666667E-01 .933333 .436531E-01 .630351E-02 .172084E-02 .812728 30 2 28 2
malignant 7.54700 .251567 1.85000 4.05000 2.66273 .266667 .733333 .782041E-01 .107196E-01 .185784E-02 .812728 30 8 22 3
malignant 7.42200 .247400 1.85000 3.55000 2.21635 .233333 .766667 .703469E-01 .980500E-02 .193181E-02 .366348 30 7 23 5
malignant 6.06600 .242640 1.87500 4.12500 2.68123 .240000 .760000 .752000E-01 .129135E-01 .254589E-02 .806226 25 6 19 4
malignant 5.19400 .185500 .833333 1.66667 1.84055 .000000 1.00000 .484762E-01 .967879E-02 .185418E-02 1.00722 28 0 28 10
malignant 7.99000 .275517 2.35000 7.05000 3.61803 .413793 .586207 .976596E-01 .126593E-01 .252196E-02 1.26803 29 12 17 3
malignant 6.77900 .225967 1.95000 4.75000 2.94868 .133333 .866667 .709796E-01 .108316E-01 .183669E-02 .998683 30 4 26 2
malignant 4.33700 .173480 1.25000 1.75000 1.69721 .000000 1.00000 .692500E-01 .166326E-01 .209262E-02 .447214 25 0 25 4
malignant 2.97900 .124125 .312500 .312500 .791214 .000000 1.00000 .221622E-01 .776292E-02 .207741E-02 .478714 24 0 24 5
malignant 2.54400 .101760 .375000 .375000 .875000 .000000 1.00000 .211250E-01 .864985E-02 .236246E-02 .500000 25 0 25 10
malignant 3.10800 .124320 1.12500 1.75000 1.84380 .000000 1.00000 .476750E-01 .159786E-01 .281816E-02 .718795 25 0 25 8
malignant 3.73300 .149320 .562500 .562500 1.07485 .000000 1.00000 .268000E-01 .747835E-02 .240383E-02 .512348 25 0 25 2
malignant 3.18500 .127400 .312500 .312500 .791214 .000000 1.00000 .269250E-01 .880593E-02 .199219E-02 .478714 25 0 25 3
malignant 3.61600 .144640 .875000 .875000 1.21657 .000000 1.00000 .383500E-01 .110475E-01 .258300E-02 .341565 25 0 25 5
malignant 3.82200 .152880 .812500 1.06250 1.46761 .000000 1.00000 .398750E-01 .108677E-01 .243063E-02 .655108 25 0 25 3
malignant 3.51800 .140720 .687500 .687500 1.16621 .000000 1.00000 .416000E-01 .123176E-01 .278502E-02 .478714 25 0 25 4
malignant 5.77600 .231040 .312500 .312500 .791214 .000000 1.00000 .267750E-01 .482871E-02 .175541E-02 .478714 25 0 25 0
malignant 4.49400 .179760 .875000 .875000 1.21657 .000000 1.00000 .419000E-01 .971202E-02 .204106E-02 .341565 25 0 25 0
malignant 3.09500 .123800 .312500 .312500 .791214 .000000 1.00000 .225000E-01 .757270E-02 .213500E-02 .478714 25 0 25 5
malignant 4.30000 .172000 .937500 1.31250 1.61757 .000000 1.00000 .485250E-01 .117551E-01 .222036E-02 .680073 25 0 25 3
malignant 3.20200 .128080 .375000 .375000 .875000 .000000 1.00000 .262250E-01 .853145E-02 .300623E-02 .500000 25 0 25 5
malignant 3.16000 .126400 .250000 .250000 .697214 .000000 1.00000 .202250E-01 .666699E-02 .189643E-02 .447214 25 0 25 4
malignant 2.81600 .112640 .500000 .500000 1.01640 .000000 1.00000 .310250E-01 .114765E-01 .229571E-02 .516398 25 0 25 9
malignant 2.56900 .102760 .875000 .875000 1.21657 .000000 1.00000 .444250E-01 .180132E-01 .209227E-02 .341565 25 0 25 13
malignant 5.70100 .228040 .250000 .250000 .697214 .000000 1.00000 .281750E-01 .514804E-02 .180191E-02 .447214 25 0 25 0
malignant 3.28900 .131560 .750000 1.12500 1.52460 .000000 1.00000 .377250E-01 .119480E-01 .263635E-02 .774597 25 0 25 5
malignant 5.02400 .143543 .920000 1.16000 1.49155 .000000 1.00000 .497143E-01 .101864E-01 .159416E-02 .571548 35 0 35 9
malignant 3.53900 .141560 .687500 .812500 1.28958 .000000 1.00000 .413250E-01 .121636E-01 .246935E-02 .602080 25 0 25 3
malignant 4.82600 .193040 1.37500 3.25000 2.57916 .400000E-01 .960000 .698750E-01 .150822E-01 .327569E-02 1.20416 25 1 24 4
malignant 4.21000 .168400 1.25000 2.00000 1.93313 .000000 1.00000 .708750E-01 .175364E-01 .244474E-02 .683130 25 0 25 6
malignant 4.37800 .175120 1.56250 2.68750 2.07485 .800000E-01 .920000 .764750E-01 .181959E-01 .371343E-02 .512348 25 2 23 7
malignant 4.34800 .173920 1.00000 1.50000 1.73030 .000000 1.00000 .524250E-01 .125597E-01 .229546E-02 .730297 25 0 25 5
malignant 5.96100 .238440 1.37500 2.37500 2.09380 .200000 .800000 .596500E-01 .104237E-01 .251521E-02 .718795 25 5 20 0
malignant 5.65900 .226360 1.68750 3.31250 2.39165 .200000 .800000 .749000E-01 .137870E-01 .263874E-02 .704154 25 5 20 2
malignant 5.16000 .206400 1.00000 1.12500 1.36515 .800000E-01 .920000 .589750E-01 .119055E-01 .294277E-02 .365148 25 2 23 1
malignant 4.96800 .198720 .687500 .937500 1.39165 .000000 1.00000 .505500E-01 .105991E-01 .200784E-02 .704154 25 0 25 2
malignant 4.51300 .188042 1.00000 1.50000 1.73030 .000000 1.00000 .598684E-01 .138425E-01 .236505E-02 .730297 24 0 24 4
malignant 6.20500 .248200 2.12500 5.12500 2.93123 .320000 .680000 .851500E-01 .142946E-01 .254352E-02 .806226 25 8 17 2
malignant 3.58300 .143320 .625000 .875000 1.34380 .000000 1.00000 .398500E-01 .115854E-01 .264853E-02 .718795 25 0 25 3
malignant 3.92300 .156920 1.06250 1.43750 1.63623 .000000 1.00000 .523000E-01 .138871E-01 .245589E-02 .573730 25 0 25 4
malignant 4.06000 .162400 1.06250 1.43750 1.63623 .000000 1.00000 .591000E-01 .151632E-01 .226863E-02 .573730 25 0 25 4
malignant 5.31900 .212760 .625000 .875000 1.34380 .000000 1.00000 .491500E-01 .962548E-02 .179059E-02 .718795 25 0 25 2
malignant 4.43600 .177440 .750000 .750000 1.19721 .000000 1.00000 .454250E-01 .106668E-01 .212021E-02 .447214 25 0 25 1
malignant 3.49700 .139880 .375000 .375000 .875000 .000000 1.00000 .339750E-01 .101203E-01 .349975E-02 .500000 25 0 25 3
malignant 3.81300 .152520 .812500 .937500 1.35641 .000000 1.00000 .433500E-01 .118427E-01 .262128E-02 .543906 25 0 25 3
malignant 4.07500 .163000 1.00000 1.37500 1.63246 .000000 1.00000 .585500E-01 .149668E-01 .262901E-02 .632456 25 0 25 4
malignant 17.8600 0.241 1.1563 1.6250 1.6975 0.0270 0.9730 0.0468 1.2387 1.4721 0.5410 74 2 72 15
malignant 19.9770 0.250 1.0937 1.5625 1.7037 0.0500 0.9500 0.0518 1.3879 1.6459 0.6099 80 4 76 5
malignant 19.9770 0.250 1.0937 1.5625 1.7037 0.0500 0.9500 0.0518 1.3879 1.6459 0.0099 80 4 76 4
malignant 20.4400 0.252 1.2969 2.3281 2.1071 0.0741 0.9259 0.0428 1.1867 2.3932 0.8102 81 6 75 5
malignant 19.3820 0.245 1.0469 1.2969 1.4987 0.0253 0.9747 0.0366 1.4214 1.4614 0.4518 79 2 77 4
malignant 20.5890 0.257 1.2656 1.9844 1.8890 0.0875 0.9125 0.0480 1.3882 1.4015 0.6234 80 7 73 8
malignant 22.3080 0.282 1.5313 2.8750 2.2652 0.2532 0.7468 0.0600 0.9727 1.3766 0.7340 79 20 59 4
malignant 19.3390 0.245 1.2969 2.1719 2.0024 0.0633 0.9367 0.0419 1.4058 1.4850 0.7055 79 5 74 4
malignant 19.3780 0.247 1.0156 1.4844 1.6939 0.0750 0.9250 0.0369 1.1302 1.5503 1.6783 80 6 74 4
malignant 22.8750 0.282 1.294 1.6094 1.7296 0.111 0.8889 0.0496 0.8448 1.2944 0.6202 81 9 72 3
malignant 18.9140 0.234 0.8750 0.8750 1.2083 0 1.0 0.0283 1.2787 1.0588 0.3333 81 0 81 0
malignant 18.9140 0.234 0.8750 0.8750 1.2083 0 1.0 0.0283 1.2787 1.0588 0.3333 81 0 81 0
malignant 21.6130 0.270 0.8594 1.0469 1.4191 0.0875 0.9125 0.0319 0.6720 1.4013 0.5597 80 7 73 3
malignant 21.8370 0.270 0.7187 0.7187 1.1719 0 1.0 0.0402 0.4923 1.2684 0.4537 81 0 81 3
malignant 24.7420 0.247 0.8272 0.9506 1.3465 0.0500 0.9500 0.0259 1.0604 1.8926 0.5194 100 5 95 0
malignant 22.8800 0.282 0.9219 1.2656 1.5718 0.0988 0.9012 0.0382 0.6890 1.3032 0.6499 81 8 73 3
malignant 21.5360 0.266 0.9535 1.2344 1.5285 0.0617 0.9383 0.0437 1.1168 1.3137 0.5754 81 5 76 2
malignant 18.5190 0.229 0.9375 1.1250 1.4375 0.0123 0.9877 0.0345 1.1289 1.6140 0.5000 81 1 80 7
malignant 19.5610 0.241 0.8125 0.8437 1.2444 0.0 1.0 0.0218 1.0338 1.4584 0.4319 81 0 81 1
malignant 18.1460 0.227 0.9687 1.1250 1.4040 0.0 1.0 0.0238 0.7226 1.1458 0.4353 80 0 80 8
malignant 22.2640 0.275 0.8594 1.0781 1.4467 0.0741 0.9259 0.0367 0.8339 1.2995 0.5874 81 6 75 0
malignant 17.7000 0.277 0.9592 1.1633 1.4575 0.2812 0.7187 0.0361 0.3717 1.5580 0.4983 64 18 46 3
malignant 17.7640 0.278 1.0408 1.5306 1.7166 0.1719 0.8281 0.0376 0.7366 1.4628 0.6757 64 11 53 0
malignant 14.2780 0.223 0.8571 0.9796 1.3571 0.0 1.0 0.0277 0.7231 1.1498 0.500 64 0 64 7
malignant 16.5950 0.259 1.0204 1.5102 1.7123 0.0469 0.9531 0.040 1.1908 1.3560 0.6919 64 3 61 2
malignant 15.9900 0.250 0.9592 1.0816 1.3653 0.0156 0.9844 0.0299 1.2160 1.4310 0.4062 64 1 63 1
malignant 19.8550 0.245 0.7656 0.7656 1.1926 0.0 1.0 0.0231 1.1602 1.4332 0.4270 81 0 81 1
malignant 18.8820 0.233 0.9219 1.2031 1.5209 0.123 0.9877 0.0273 0.8266 1.8354 0.5991 81 1 80 10
malignant 23.8450 0.294 0.8750 1.1563 1.5049 0.2099 0.7901 0.0318 0.5544 1.2405 0.6299 81 17 64 2
malignant 13.8030 0.223 0.9592 1.0816 1.3653 0.0000 1.0000 0.0325 0.7769 1.6406 0.4062 62 0 62 8
malignant 14.0950 0.220 0.4286 0.4694 0.9686 0.0000 1.0000 0.0260 0.9105 1.1430 0.5401 64 0 64 2
malignant 13.9340 0.221 0.8571 0.9796 1.3571 0.0000 1.0000 0.0363 0.9642 1.6363 0.5000 63 0 63 8
malignant 15.9460 0.253 1.2653 2.0000 1.9035 0.0794 0.9206 0.0496 1.2677 1.4359 0.6382 63 5 58 4
malignant 16.0390 0.251 0.8163 0.9388 1.3436 0.0469 0.9531 0.0337 0.9281 1.4934 0.5273 64 3 61 2
malignant 15.2530 0.238 0.6327 0.6327 1.1197 0.0000 1.0000 0.0237 1.2330 1.1944 0.4871 64 0 64 0
malignant 14.5950 0.232 0.5918 0.7959 1.2663 0.0317 0.9683 0.0362 0.8470 1.6535 0.6745 63 2 61 7
malignant 10.5220 0.229 0.8056 1.0278 1.4298 0.0000 1.0000 0.0221 1.0311 1.0327 0.6242 46 0 46 4
malignant 14.5810 0.228 0.7551 1.5306 1.7453 0.0156 0.9844 0.0324 1.0569 2.7085 0.9902 64 1 63 6
malignant 13.6840 0.221 1.0612 1.3878 1.5780 0.0161 0.9839 0.0401 0.9627 1.6786 0.5161 62 1 61 12
malignant 14.7500 0.230 0.8980 1.1837 1.5186 0.0156 0.9844 0.3555 1.2090 1.5365 0.6206 64 1 63 6
malignant 10.7190 0.167 0.8980 0.9388 1.2657 0.0000 1.0000 0.0190 0.7080 1.6113 0.3677 64 0 64 27
malignant 12.7180 0.199 0.9388 1.1837 1.4944 0.0000 1.0000 0.0343 0.8180 1.2292 0.5556 64 0 64 11
malignant 16.1580 0.252 0.7551 0.7959 1.2351 0.0000 1.0000 0.0360 1.4639 1.3477 0.4800 64 0 64 1
malignant 11.2410 0.194 1.0612 1.6327 1.7803 0.0000 1.0000 0.0344 0.5993 1.3883 0.7190 58 0 58 22
malignant 13.3420 0.208 1.1224 1.6531 1.7560 0.0000 1.0000 0.0334 0.8677 1.1951 0.6335 64 0 64 13
malignant 10.2040 0.186 0.9184 1.0816 1.4115 0.0000 1.0000 0.0302 0.7481 1.2676 0.4932 55 0 55 17
malignant 10.1780 0.162 0.8776 1.2857 1.6031 0.0000 1.0000 0.0253 0.8941 1.7179 0.7255 63 0 63 43
malignant 11.9370 0.187 0.5714 0.7347 1.2169 0.0000 1.0000 0.0327 1.0130 1.3473 0.6455 64 0 64 5
malignant 12.8620 0.201 1.2449 1.8571 1.8051 0.0000 1.0000 0.0421 0.8424 1.2114 0.5602 64 0 64 17
malignant 11.4020 0.200 1.2857 2.0612 1.9312 0.0000 1.0000 0.0478 1.0563 1.2249 0.6455 57 0 57 14
malignant 14.2080 0.222 0.9184 1.2449 1.5586 0.0156 0.9844 0.0326 0.8550 1.6932 0.6402 64 1 63 10
malignant 9.8080 0.156 0.6122 0.7347 1.2183 0.0000 1.0000 0.0154 0.6181 1.8681 0.6061 63 0 63 45
malignant 13.5590 0.212 1.0000 1.2857 1.5401 0.0000 1.0000 0.0241 0.5836 1.1988 0.5401 64 0 64 16
malignant 14.5640 0.228 1.4082 2.3061 1.9826 0.0625 0.9375 0.0447 0.9045 1.8014 0.5744 64 4 60 11
malignant 9.4700 0.153 0.8163 1.0619 1.4512 0.0000 1.0000 0.0194 0.7572 1.7396 0.6349 62 0 62 40
malignant 8.7950 0.137 0.4082 0.4082 0.9048 0.0000 1.0000 0.0109 0.9460 1.0702 0.4966 64 0 64 52
malignant 9.5890 0.150 0.6531 0.6531 1.1340 0.0000 1.0000 0.0144 1.0867 1.5246 0.4809 64 0 64 35
malignant 9.0600 0.149 0.6735 0.6735 1.1000 0.0000 1.0000 0.0148 1.2741 1.4981 0.4738 61 0 61 37
malignant 24.2690 0.379 1.2449 1.6980 1.8411 0.5937 0.4062 0.0495 0.9873 1.3077 0.5962 64 38 26 0
malignant 13.5970 0.324 1.8980 5.6531 3.3449 0.4762 0.5238 0.1308 1.1751 1.4857 1.4469 42 20 22 9
malignant 18.6270 0.300 1.3061 2.2449 2.0479 0.2903 0.7097 0.0500 0.7970 1.2888 0.7417 62 18 44 1
malignant 14.1540 0.221 1.2857 2.3469 2.1273 0.1094 0.8906 0.0546 0.7346 3.2980 0.8416 64 7 57 21
malignant 18.6460 0.296 1.7143 3.8776 2.6932 0.2857 0.7143 0.0795 0.8631 2.0109 0.9789 63 18 45 7
malignant 23.6040 0.369 1.6732 3.6327 2.5951 0.5312 0.4687 0.0814 1.0178 1.4420 0.9217 64 34 30 1
malignant 19.9250 0.316 1.5510 2.8571 2.2299 0.4286 0.5714 0.0668 0.5599 1.9621 0.6789 63 27 36 11
malignant 24.6090 0.385 1.2449 1.9796 1.9073 0.6719 0.3281 0.0583 0.9503 1.4726 0.6624 64 43 21 0
malignant 21.1690 0.331 1.2857 2.2245 2.0495 0.4219 0.5781 0.0554 1.0766 1.6041 0.7636 64 27 37 3
malignant 16.6700 0.321 1.4286 3.1020 2.4694 0.4038 0.5962 0.0735 1.0382 1.5744 1.0408 52 21 31 4
malignant 15.9240 0.249 1.5714 2.9184 2.2484 0.1250 0.8750 0.0683 1.1066 1.4078 0.6770 64 8 56 13
malignant 16.1960 0.253 1.3469 2.2857 2.0407 0.1719 0.8281 0.0499 0.8112 1.6788 0.6938 64 11 53 9
malignant 20.9440 0.327 1.4286 2.4490 2.0741 0.4375 0.5625 0.0584 0.9954 1.1657 0.6455 64 28 36 2
malignant 18.1510 0.308 2.1224 5.4286 3.0935 0.3898 0.6102 0.1009 0.8687 1.8764 0.9711 59 23 36 11
malignant 20.2750 0.317 1.4694 2.5714 2.1182 0.3437 0.6562 0.0632 1.0463 1.2117 0.6488 64 22 42 0
malignant 20.7100 0.324 1.0000 1.5714 1.7638 0.4062 0.5937 0.0483 0.8374 1.1960 0.7638 64 26 38 1
malignant 11.0920 0.213 1.1020 1.6735 1.7865 0.0000 1.0000 0.0413 0.8942 1.1280 0.6845 52 0 52 14
malignant 14.8670 0.402 1.5682 4.5227 3.0213 0.6757 0.3243 0.1297 1.0949 1.2725 1.4531 37 25 12 2
malignant 16.4240 0.274 1.1633 1.8163 1.8509 0.1333 0.8667 0.0526 0.8263 2.2742 0.6876 60 8 52 4
malignant 17.2490 0.270 1.1020 1.3878 1.5000 0.1406 0.8594 0.0322 0.8316 1.3910 0.4206 64 9 55 0
malignant 11.5770 0.200 0.9592 1.2449 1.5351 0.0000 1.0000 0.0306 0.6860 1.3131 0.5759 58 0 58 15
malignant 13.8210 0.216 1.2857 2.2245 2.0495 0.0312 0.9687 0.0435 0.8364 1.7296 0.7638 64 2 62 47
malignant 21.2490 0.332 1.1837 1.7959 1.8185 0.5156 0.4844 0.0449 0.8344 1.2185 0.6349 64 33 31 0
malignant 9.1070 0.169 0.6327 0.9184 1.3599 0.0000 1.0000 0.0248 0.5596 1.7018 0.7273 54 0 54 33
malignant 13.5980 0.244 1.3265 2.1837 1.9844 0.1250 0.8750 0.0454 0.9259 1.7396 0.6579 64 8 56 8
malignant 14.7360 0.230 1.0612 1.3878 1.5780 0.0000 1.0000 0.0256 0.9283 1.0843 0.5167 64 0 64 7
malignant 11.8340 0.185 1.0408 1.5306 1.7166 0.0000 1.0000 0.0404 1.0459 1.2658 0.6757 64 0 64 13
malignant 18.8040 0.294 0.9398 1.1837 1.4944 0.2656 0.7344 0.0307 0.4824 2.1616 0.5556 64 17 47 0
malignant 16.3300 0.255 1.0612 1.5510 1.7198 0.0781 0.9219 0.0461 0.9090 1.4317 0.6585 64 5 59 5
malignant 15.8740 0.248 1.1633 1.7347 1.7873 0.0937 0.9062 0.0435 1.0347 1.5993 0.6241 64 6 58 8
malignant 13.0630 0.214 1.0204 1.2653 1.4987 0.0164 0.9836 0.0436 0.9442 1.6650 0.4783 61 1 60 8
malignant 10.6360 0.166 1.0000 1.3265 1.5774 0.0000 1.0000 0.0329 1.1489 1.3839 0.5774 64 0 64 29
malignant 9.7920 0.153 0.6735 1.6735 1.1473 0.0000 1.0000 0.0239 1.2315 1.5126 0.4738 64 0 64 39
malignant 14.0980 0.220 1.0408 1.3673 1.5793 0.0000 1.0000 0.0400 1.0502 1.6638 0.5385 64 0 64 11
malignant 16.4870 0.258 0.8980 1.1020 1.4474 0.1562 0.8437 0.0322 0.6481 1.5586 0.5494 64 10 54 1
malignant 17.7900 0.278 1.0408 1.4082 1.6167 0.1250 0.8750 0.0480 0.9096 1.2760 0.5759 64 8 56 2
malignant 16.4230 0.257 1.1020 1.5918 1.7227 0.1562 0.8437 0.0358 0.6414 1.7050 0.6206 64 10 54 7
malignant 12.6670 0.198 1.1633 1.9388 1.9364 0.0000 1.0000 0.0393 0.8007 1.2895 0.7732 64 0 64 22
malignant 14.3360 0.228 0.8776 1.0408 1.4033 0.0000 1.0000 0.0307 0.8555 1.6283 0.5257 63 0 63 10
malignant 15.5600 0.243 0.8571 0.9388 1.3136 0.0469 0.9531 0.0318 0.8905 1.5540 0.4564 64 3 61 6
malignant 13.4320 0.210 1.1429 1.6735 1.7552 0.0000 1.0000 0.0362 0.9033 1.2154 0.6124 64 0 64 9
malignant 9.1830 0.143 0.7755 0.7755 1.1971 0.0000 1.0000 0.0160 1.1105 1.0770 0.4216 64 0 64 37
malignant 13.0190 0.203 1.2449 1.8980 1.8411 0.0000 1.0000 0.0355 0.7981 1.2272 0.5962 64 0 64 14
malignant 9.5140 0.151 0.8980 1.0612 1.4081 0.0000 1.0000 0.0193 1.5322 1.5474 0.5101 63 0 63 37
malignant 9.0570 0.142 0.3878 0.3878 0.8800 0.0000 1.0000 0.0118 1.0975 1.6101 0.4923 64 0 64 57
malignant 14.3970 0.225 1.2449 1.7347 1.6794 0.0156 0.9844 0.0443 1.3056 1.6775 0.4345 64 1 63 7
malignant 10.7170 0.167 0.9184 1.2449 1.5586 0.0000 1.0000 0.0322 0.9657 1.4020 0.6402 64 0 64 31
malignant 11.7440 0.202 1.0612 1.4694 1.6531 0.0000 1.0000 0.0349 0.7771 1.2409 0.5919 58 0 56 14
malignant 12.4890 0.219 0.8776 1.3265 1.6312 0.0000 1.0000 0.0287 0.6795 1.1606 0.7537 57 0 57 11
malignant 14.4620 0.230 1.4694 2.4490 2.0134 0.0635 0.9365 0.0481 1.0019 1.7451 0.5440 63 4 59 12
malignant 15.5400 0.263 1.6122 3.8388 2.7816 0.1017 0.8983 0.0701 1.1321 2.2380 1.1693 59 6 53 3
malignant 16.7200 0.270 1.5102 2.7755 2.2209 0.1774 0.8226 0.0623 1.0205 1.4934 0.7107 62 11 51 7
malignant 19.1710 0.300 1.5102 3.2245 2.4916 0.3281 0.6719 0.0582 0.7685 1.2708 0.9815 64 21 43 9
malignant 13.9930 0.219 0.7755 1.0204 1.4295 0.0000 1.0000 0.0277 0.6960 1.1770 0.6540 64 0 64 7
malignant 14.2040 0.222 0.9592 1.4082 1.6651 0.0000 1.0000 0.0326 0.8631 1.1470 0.7059 64 0 64 6
malignant 16.1040 0.252 0.9184 1.0000 1.3182 0.0156 0.9844 0.0252 1.2339 1.4109 0.3998 64 1 63 0
malignant 16.9470 0.265 1.3265 2.8061 2.0734 0.1719 0.8281 0.0542 0.8837 1.4657 0.7469 64 11 53 5
malignant 7.5750 0.149 0.4286 0.4286 0.9286 0.0000 1.0000 0.0226 1.1223 1.5739 0.5000 51 0 51 36
malignant 11.8000 0.184 0.9388 1.3878 1.6578 0.0000 1.0000 0.0368 0.8639 1.3879 0.7190 64 0 64 20
malignant 18.0960 0.283 0.9796 1.3469 1.6084 0.2656 0.7344 0.0505 0.7179 1.5826 0.6288 64 17 64 3
malignant 13.2930 0.251 1.1020 2.0816 2.0429 0.0566 0.9434 0.0617 1.3593 1.3806 0.9409 53 3 50 5
malignant 14.7010 0.230 1.0612 1.4694 1.6531 0.0156 0.9844 0.0323 1.1895 1.6293 0.5919 64 1 63 6
malignant 8.7360 0.199 0.7111 1.1111 1.4980 0.0000 1.0000 0.0435 0.8497 1.9349 0.7869 44 0 44 11
malignant 17.5390 0.274 1.4082 2.2245 1.9043 0.1562 0.8437 0.0556 0.9524 1.3463 0.4966 64 10 54 4
malignant 21.3630 0.334 1.2653 2.0408 1.9354 0.4687 0.5312 0.0501 0.9607 1.7358 0.6701 64 30 34 2
malignant 14.5480 0.235 1.0204 1.3061 1.5404 0.0323 0.9677 0.0327 0.9480 1.8163 0.5200 62 2 60 5
malignant 15.1280 0.236 1.1224 1.6531 1.7560 0.0625 0.9375 0.0461 1.1551 1.4917 0.6335 64 4 60 5
malignant 12.5960 0.221 1.3873 2.7143 2.2959 0.0702 0.9298 0.0611 1.3238 1.5771 0.9286 57 4 53 10
malignant 13.6720 0.221 1.2897 2.0204 1.8981 0.0323 0.9677 0.0510 1.1745 1.7110 0.6124 62 2 60 10
malignant 15.1760 0.245 1.2044 1.0980 1.8805 0.1290 0.8710 0.0513 1.0615 1.6303 0.6764 62 8 54 6
malignant 12.7500 0.199 0.9592 1.3265 1.6034 0.0000 1.0000 0.0318 0.7015 1.3616 0.6442 64 0 64 20
malignant 16.8480 0.263 1.2653 2.1224 1.9949 0.1406 0.8594 0.0520 1.2480 1.4755 0.7296 64 9 55 1
malignant 16.2110 0.293 1.0408 1.3673 1.5793 0.0469 0.9531 0.0351 1.2725 1.4044 0.5385 64 3 61 1
malignant 18.6020 0.291 1.2449 1.9388 1.8751 0.1875 0.8125 0.0471 0.8734 1.2594 0.6302 64 12 52 0
malignant 18.3740 0.287 1.5714 3.0000 2.3074 0.3125 0.6875 0.0564 0.6601 1.3968 0.7360 64 20 44 8
malignant 22.2950 0.346 1.0816 1.4898 1.6531 0.5000 0.5000 0.0380 1.1318 1.4901 0.5714 64 32 32 2
malignant 20.9780 0.333 1.1224 1.7755 1.8480 0.4621 0.5079 0.0417 0.8772 1.1306 0.7255 63 31 32 1
malignant 22.0810 0.345 1.0204 1.4694 1.6815 0.5312 0.4687 0.0379 0.9665 1.5119 0.6611 64 34 30 0
malignant 21.4180 0.340 1.6735 3.8367 2.7020 0.5556 0.4444 0.0910 0.9156 1.6699 1.0285 63 35 28 6
malignant 22.8750 0.282 1.1094 1.6094 1.7296 0.1111 0.8889 0.0496 0.8448 1.2944 0.6202 81.000 9.000 72.000 2
malignant 18.9140 0.234 0.8750 0.8750 1.2083 0.0000 1.0000 0.0238 1.2787 1.0588 0.3333 81.000 0.000 81.000 0
malignant 18.9140 0.234 0.8750 0.8750 1.2083 0.0000 1.0000 0.0283 1.2787 1.0588 0.3333 81.000 0.000 81.000 0
malignant 21.6138 0.270 0.8594 1.0469 1.4191 0.0875 0.9125 0.0319 0.6720 1.4013 0.5597 80.000 7.000 73.000 4
malignant 21.8370 0.270 0.7187 0.7187 1.1719 0.0000 1.0000 0.0402 0.7983 1.2684 0.4532 81.000 0.000 81.000 3
malignant 24.7420 0.247 0.8272 0.9506 1.3465 0.0500 0.9500 0.0259 1.0604 1.8926 0.5194 100.000 5.000 95.000 1
malignant 21.5360 0.234 0.9219 1.2656 1.5716 0.0988 0.9012 0.0382 0.6890 1.3032 0.6499 81.000 8.000 73.000 4
malignant 21.5360 0.266 0.9531 1.2344 1.5285 0.0617 0.9383 0.0437 1.1168 1.3137 0.5754 81.000 5.000 76.000 2
malignant 18.5190 0.282 0.9375 1.1250 1.4375 0.0123 0.9877 0.0345 1.1289 1.6140 0.5000 81.000 1.000 80.000 7
malignant 19.5610 0.241 0.8125 0.8437 1.2444 0.0000 1.0000 0.0218 1.0338 1.4584 0.4319 81.000 0.000 81.000 1
malignant 18.1460 0.227 0.9687 1.1250 1.4040 0.0000 1.0000 0.0238 0.7226 1.1458 0.4353 80 0 80 9
malignant 22.2640 0.275 0.8594 1.0781 1.4467 0.0741 0.9259 0.0367 0.8339 1.2995 0.5874 81 6 75 0
malignant 17.7000 0.277 0.9592 1.1633 1.4575 0.2812 0.7187 0.0361 0.3717 1.5580 0.4983 64 18 46 4
malignant 17.7640 0.278 1.0408 1.5386 1.7166 0.1719 0.8281 0.0376 0.7366 1.4628 0.6757 64 11 53 0
malignant 14.2780 0.223 0.8571 0.9796 1.3571 0.0000 1.0000 0.0227 0.7231 1.1498 0.5000 64 0 64 7
malignant 16.5950 0.259 1.0204 1.5102 1.7123 0.0469 0.9531 0.0400 1.1908 1.3560 0.6919 64 3 61 2
malignant 15.9900 0.250 0.9592 1.0816 1.3653 0.0156 0.9844 0.0299 1.2160 1.4310 0.4062 64 1 63 1
malignant 19.8550 0.245 0.7656 0.7656 1.1926 0.0000 1.0000 0.0231 1.1602 1.4332 0.4270 81 0 81 0
malignant 18.8820 0.233 0.9219 1.2031 1.5209 0.0123 0.9877 0.0273 0.8266 1.8354 0.5991 81 1 80 10
malignant 13.8030 0.223 0.9592 1.0816 1.3653 0.0000 1.0000 0.0325 0.7769 1.6406 0.4062 62 0 62 8
malignant 14.0950 0.220 0.4286 0.4694 0.9686 0.0000 1.0000 0.0260 0.9105 1.1430 0.5401 64 0 64 4
malignant 13.9340 0.221 0.8571 0.9796 1.3571 0.0000 1.0000 0.0363 0.9642 1.6363 0.5000 63 0 63 8
malignant 15.9460 0.253 1.2653 2.0000 1.9035 0.0794 0.9206 0.0496 1.2677 1.4359 0.6382 63 5 58 4
malignant 16.0390 0.251 0.8163 0.9388 1.3436 0.0469 0.9531 0.0337 0.9281 1.4934 0.5273 64 3 61 2
malignant 15.2530 0.238 0.6327 0.6327 1.1197 0.0000 1.0000 0.0237 1.2330 1.4944 0.4871 64 0 64 0
malignant 14.5950 0.232 0.5918 0.7959 1.2663 0.0317 0.9683 0.0362 0.8470 1.6535 0.6745 63 2 61 7
malignant 10.5220 0.229 0.8056 1.0278 1.4298 0.0000 1.0000 0.0221 1.0311 1.0327 0.6242 46 0 46 4
malignant 14.5810 0.228 0.7551 1.5306 1.7453 0.0156 0.9844 0.0324 1.0569 2.7085 0.9902 64 1 63 6
malignant 12.8620 0.201 1.2449 1.8571 1.8051 0.0000 1.0000 0.0421 0.8424 1.2114 0.5602 64 0 64 17
malignant 11.4020 0.200 1.2857 2.0612 1.8312 0.0000 1.0000 0.0478 1.0563 1.2249 0.6455 57 0 57 14
malignant 14.2080 0.222 0.9184 1.2449 1.5586 0.0156 0.9844 0.0326 0.8990 1.6932 0.6402 64 1 64 10
malignant 9.8080 0.156 0.6122 0.7347 1.2183 0.0000 1.0000 0.0154 0.6181 1.6681 0.6061 63 0 63 44
malignant 13.5590 0.212 1.0000 1.2857 1.5401 0.0000 1.0000 0.0241 0.5836 1.1998 0.5401 64 0 64 16
malignant 14.5640 0.228 1.4082 2.3081 1.9826 0.0625 0.9375 0.0447 0.5043 1.8014 0.5744 64 4 60 11
malignant 9.4700 0.153 0.0182 1.0612 1.4512 0.0000 1.0000 0.0194 0.7572 1.7396 0.6343 62 0 63 40
malignant 8.7950 0.137 0.4282 0.4082 0.9048 0.0000 1.0000 0.0109 0.9460 1.0702 0.4966 64 0 64 56
malignant 9.5890 0.150 0.6531 0.6531 1.1340 0.0000 1.0000 0.0144 1.0867 1.5248 0.4809 64 0 64 35
malignant 13.6840 0.221 1.0612 1.3878 1.5788 0.0161 0.9839 0.0401 0.9627 1.6786 0.5167 62 1 61 13
malignant 14.7500 0.230 0.8980 1.8737 1.5186 0.0156 0.9844 0.0355 1.2030 1.5365 0.6205 64 1 63 6
malignant 10.7190 0.167 0.8980 0.9388 1.2657 0.0000 1.0000 0.0190 0.7060 1.6113 0.3677 64 0 64 28
malignant 12.7180 0.199 0.9388 1.1837 1.4944 0.0000 1.0000 0.0343 0.8180 1.2292 0.5556 64 0 64 11
malignant 16.1580 0.253 0.7551 0.7959 1.2351 0.0000 1.0000 0.0360 1.4639 1.3477 0.4800 64 0 64 1
malignant 11.2410 0.134 1.0612 1.6327 1.7603 0.0000 1.0000 0.0344 0.5993 1.3983 0.7190 58 0 58 21
malignant 13.3420 0.228 1.1224 1.6531 1.7560 0.0000 1.0000 0.0334 0.8677 1.1951 0.6335 64 0 64 14
malignant 10.2040 0.166 0.9184 1.0816 1.4115 0.0000 1.0000 0.0302 0.7481 1.2676 0.4932 55 0 55 15
malignant 10.1700 0.162 0.8776 1.2857 1.6031 0.0000 1.0000 0.0253 0.8941 1.7179 0.7255 63 0 63 42
malignant 11.9370 0.187 0.5714 0.7347 1.2169 0.0000 1.0000 0.0327 0.0130 1.3473 0.6455 64 0 64 7
malignant 24.2690 0.379 1.2449 1.8980 1.8411 0.5937 0.4062 0.0495 0.9873 1.3077 0.5962 64 38 26 0
malignant 13.5970 0.324 1.8980 5.6531 3.3449 0.4762 0.5238 0.1308 1.1751 1.4857 1.4469 42 20 22 9
malignant 18.6270 0.300 1.3061 2.2449 2.0479 0.2903 0.7097 0.0500 0.7970 1.2888 0.7417 62 18 44 1
malignant 14.1540 0.221 1.2857 2.3469 2.1273 0.1094 0.8906 0.0546 0.7346 3.2980 0.8416 64 7 57 22
malignant 18.6460 0.296 1.7143 3.8776 2.6932 0.2857 0.7143 0.0795 0.8631 2.0109 0.9789 63 18 45 7
malignant 23.6040 0.369 1.6735 3.6327 2.3951 0.5312 0.4687 0.0814 1.0178 1.4420 0.9217 64 34 30 1
malignant 19.9250 0.316 1.3510 2.8571 2.2299 0.4286 0.5714 0.0668 0.5599 1.9621 0.6789 63 27 36 11
malignant 24.6090 0.385 1.2449 1.9796 1.9073 0.6719 0.3281 0.0583 0.9503 1.4726 0.6624 64 43 21 0
malignant 21.1890 0.331 1.2857 2.2245 2.0495 0.4219 0.5781 0.0554 1.0766 1.6041 0.7638 64 27 37 3
malignant 16.6700 0.321 1.4286 3.1020 2.4694 0.4038 0.5962 0.0735 1.0382 1.5744 1.0408 52 21 31 4
malignant 15.9420 0.249 1.5714 2.9184 2.2484 0.1250 0.8750 0.0683 1.1066 1.4079 0.6770 64 8 56 13
malignant 16.1960 0.253 1.3469 2.2857 2.0407 0.1719 0.8281 0.0499 0.8112 1.6788 0.6938 64 11 53 10
malignant 20.9440 0.327 1.4286 2.4490 2.0741 0.4375 0.5625 0.0584 0.9954 1.1657 0.6455 64 28 36 2
malignant 18.1510 0.306 2.1224 5.4286 3.0935 0.3898 0.6102 0.1009 0.8687 1.8764 0.9711 59 23 36 11
malignant 20.2750 0.317 1.4694 2.5714 2.1182 0.3437 0.6562 0.0632 1.0463 1.2117 0.6488 64 22 42 0
malignant 22.7100 0.324 1.0000 1.5714 1.7638 0.4062 0.5937 0.0483 0.8374 1.1960 0.7638 64 26 36 1
malignant 11.0980 0.213 1.1020 1.6735 1.7865 0.0000 1.0000 0.0413 0.8942 1.1280 0.6845 52 0 52 14
malignant 14.8670 0.402 1.5682 4.5227 3.0213 0.6757 0.3243 0.1297 1.0949 1.2725 1.4531 37 25 12 2
malignant 16.4240 0.274 1.1633 1.8163 1.8509 0.1333 0.8667 0.0526 0.8263 2.2742 0.6876 60 8 52 4
malignant 11.5770 0.200 0.9592 1.2449 1.5351 0.0000 1.0000 0.0306 0.6860 1.3131 0.5759 58 0 58 13
malignant 13.8210 0.216 1.2857 2.2245 2.0495 0.0312 0.9687 0.0435 0.8364 1.7296 0.7638 64 2 62 49
malignant 21.2490 0.332 1.1837 1.7959 1.8185 0.5156 0.4844 0.0449 0.8344 1.2185 0.6349 64 33 31 18
malignant 9.1070 0.169 0.6327 0.9184 1.3599 0.0000 1.0000 0.0248 0.5596 1.7018 0.7273 54 0 54 0
malignant 15.5980 0.244 1.3263 2.1837 1.9844 0.1258 0.8750 0.0454 0.9259 1.7396 0.6579 64 8 56 29
malignant 14.7360 0.230 1.0612 1.3878 1.5788 0.0000 1.0000 0.0256 0.9283 1.0843 0.5167 64 0 64 32
malignant 11.8340 0.185 1.0408 1.5306 1.7166 0.0000 1.0000 0.0404 1.0459 1.2658 0.6757 64 0 64 8
malignant 18.8040 0.294 0.9388 1.1837 1.4944 0.2656 0.7344 0.0307 0.4824 2.1616 0.5556 64 17 47 14
malignant 16.3300 0.255 1.0612 1.5510 1.7198 0.0781 0.9219 0.0461 0.9090 1.4317 0.6585 64 5 59 0
malignant 13.0630 0.214 1.0224 1.2653 1.4987 0.0164 0.9836 0.0436 0.9442 1.6650 0.4783 61 1 60 10
malignant 10.6360 0.166 1.0000 1.3265 1.5774 0.0000 1.0000 0.0329 1.1489 1.3839 0.5774 64 0 64 32
malignant 9.7920 0.153 0.6735 0.6735 1.1473 0.0000 1.0000 0.0239 1.2315 1.5126 0.4738 64 0 64 39
malignant 14.0980 0.220 1.0408 1.3673 1.5793 0.0000 1.0000 0.0400 1.0502 1.6638 0.5385 64 0 64 12
malignant 16.4870 0.258 0.8988 1.1020 1.4474 0.1562 0.8437 0.0322 0.6481 1.5586 0.5494 64 10 54 2
malignant 17.7900 0.276 1.0406 1.4082 1.6167 0.1250 0.8750 0.0480 0.9096 1.2760 0.5759 64 8 56 2
malignant 16.4230 0.257 1.1020 1.5918 1.7227 0.1562 0.8437 0.0358 0.6414 1.7050 0.6206 64 10 54 7
malignant 12.6670 0.198 1.1633 1.9388 1.9364 0.0000 1.0000 0.0393 0.8007 1.2895 0.7732 64 0 64 22
malignant 14.3360 0.228 0.8776 1.0408 1.4033 0.0000 1.0000 0.0307 0.8555 1.6283 0.5257 63 0 63 10
malignant 15.5400 0.263 1.6122 3.9388 2.7816 0.1017 0.8983 0.0701 1.1321 2.2380 1.1693 59 6 53 3
malignant 16.7200 0.270 1.5102 2.7755 2.2209 0.1774 0.8226 0.0623 1.0205 1.4934 0.7107 62 11 51 7
malignant 19.1710 0.300 1.5102 3.2245 2.4918 0.3281 0.6719 0.0582 0.7686 1.2708 0.9815 64 21 43 8
malignant 13.9930 0.219 0.7755 1.0204 1.4295 0.0000 1.0000 0.0277 0.6960 1.1770 0.6540 64 0 64 8
malignant 14.2040 0.222 0.9592 1.4082 1.6651 0.0000 1.0000 0.0326 0.8631 1.1470 0.7059 64 0 64 5
malignant 16.1040 0.252 0.9184 1.0000 1.3183 0.0156 0.9844 0.0252 1.2339 1.4109 0.3998 66 1 63 0
malignant 13.9470 0.265 1.3365 2.3061 2.0734 0.1719 0.8281 0.0542 0.8837 1.4657 0.7469 64 11 53 7
malignant 7.5750 0.149 0.4286 0.4286 0.9286 0.0000 1.0000 0.0226 1.1223 1.5739 0.5000 51 0 51 34
malignant 11.8000 0.184 0.9388 1.3673 1.6578 0.0000 1.0000 0.0368 0.8639 1.3879 0.7190 64 0 64 18
malignant 13.4320 0.210 1.1429 1.6735 1.7552 0.0000 1.0000 0.0362 0.9033 1.2154 0.6124 64 0 64 8
malignant 9.1830 0.143 0.7755 0.7755 1.1971 0.0000 1.0000 0.0160 1.1105 1.0770 0.4216 64 0 64 34
malignant 13.0190 0.203 1.2449 1.8980 1.8411 0.0000 1.0000 0.0355 0.7981 1.2272 0.5962 64 0 64 11
malignant 9.5140 0.151 0.8980 1.0612 1.4081 0.0000 1.0000 0.0193 1.5322 1.5474 0.5101 63 0 63 35
malignant 9.0570 0.142 0.3878 0.3878 0.8800 0.0000 1.0000 0.0118 1.0975 1.6101 0.4923 64 0 64 55
malignant 14.3970 0.225 1.2449 1.7347 1.6794 0.0156 0.9844 0.0443 1.3058 1.6775 0.4345 64 0 63 7
malignant 10.7170 0.167 0.9184 1.2449 1.5586 0.0000 1.0000 0.0322 0.9657 1.4020 0.6402 64 0 64 30
malignant 11.7440 0.202 1.0612 1.4694 1.6531 0.0000 1.0000 0.0349 0.7771 1.2409 0.5919 58 0 58 13
malignant 12.4890 0.219 0.8776 1.3265 1.6312 0.0000 1.0000 0.0287 0.6795 1.1606 0.7537 57 0 57 11
malignant 13.2930 0.251 1.1020 2.0816 2.0429 0.0566 0.9434 0.0617 1.3593 1.3806 0.9409 53 3 50 6
malignant 14.7010 0.230 1.0612 1.4694 1.6531 0.0156 0.9844 0.0323 1.1895 1.6293 0.5919 64 1 63 6
malignant 8.7360 0.199 0.7111 1.1111 1.4980 0.0000 1.0000 0.0435 0.8492 1.9349 0.7869 44 0 44 12
malignant 17.5390 0.274 1.4082 2.2245 1.9048 0.1562 0.8437 0.0556 0.9524 1.3463 0.4966 64 10 54 6
malignant 21.3630 0.334 1.2653 2.0408 1.9354 0.4687 0.5312 0.0521 0.9607 1.7358 0.6701 64 30 34 2
malignant 14.5480 0.235 1.0204 1.3061 1.5404 0.0323 0.9677 0.0327 0.9480 1.8163 0.5200 62 2 60 5
malignant 15.1280 0.236 1.1224 1.6531 1.7560 0.0625 0.9375 0.0461 1.1551 1.4917 0.6335 64 4 60 5
malignant 12.5900 0.221 1.3673 2.7143 2.2959 0.0702 0.9298 0.0611 1.3238 1.5771 0.9286 57 4 53 10
malignant 13.6720 0.221 1.2857 2.0204 1.8981 0.0323 0.9677 0.0512 1.1745 1.7110 0.6124 62 2 60 9
malignant 12.7500 0.199 0.9592 1.3265 1.6034 0.0000 1.0000 0.0318 0.7015 1.3616 0.6442 64 0 64 20
malignant 16.8480 0.263 1.2653 2.1224 1.9949 0.1406 0.8594 0.0520 1.2480 1.4755 0.7296 64 9 55 1
malignant 16.2110 0.253 1.0408 1.3673 1.5793 2.0469 0.9531 0.0351 1.2725 1.4044 0.5385 64 3 61 1
malignant 18.6020 0.291 1.2449 1.9388 1.8751 0.1875 0.8125 0.0471 0.8734 1.2594 0.6302 64 12 52 0
malignant 18.3740 0.287 1.5714 3.0000 2.3074 0.3125 0.6875 0.0564 0.6601 1.3968 0.7360 64 20 44 9
malignant 22.2950 0.348 1.0816 1.4898 1.6531 0.5000 0.5000 0.0380 1.1318 1.4901 0.5714 64 32 32 0
malignant 20.9780 0.333 1.1224 1.7755 1.8488 0.4921 0.0579 0.0417 0.8772 1.1306 0.7255 63 31 32 1
malignant 22.0810 0.345 1.0204 1.4694 1.6815 0.5312 0.4687 0.0379 0.9665 1.5119 0.6611 64 34 30 1
malignant 21.4180 0.340 1.6735 3.8367 2.7020 0.5556 0.4444 0.0910 0.9156 1.6699 1.0285 63 35 28 6
malignant 22.7020 .3550 1.2245 1.9592 1.9096 .4644 .5156 .0479 1.3076 1.4571 .6851 64 31 33 2
malignant 14.8010 .2310 1.5431 .9592 .4983 .0000 1.0000 .0270 .9175 1.5431 1.1633 64 0 64 7
malignant 16.5760 .2590 .8571 1.0204 1.3972 .0937 .9062 .0265 1.0519 1.4471 .5401 64 5 58 0
malignant 18.1060 .2830 .9592 1.2857 1.5702 .0781 .9219 .0303 .7022 1.2501 .6110 64 5 59 0
malignant 16.7530 .2620 1.2041 1.6939 1.7032 .0937 .9062 .0375 .9895 1.4137 .4991 64 6 58 3
malignant 19.2920 .3010 1.4286 2.7755 2.2946 .4062 .5937 .0590 .7092 1.3932 .8660 64 26 38 7
malignant 15.1200 .2360 .6531 .6531 1.1340 .0000 1.0000 .0223 1.0262 1.0831 .4809 64 0 64 0
malignant 15.2440 .2380 .7551 .7959 1.2351 .0000 1.0000 .0249 .8542 1.5678 .4800 64 0 64 1
malignant 21.7890 .3400 .9386 1.3061 1.5973 .4531 .5469 .0341 .8586 1.1110 .6585 64 29 35 1
malignant 17.1930 .2690 1.1837 1.7143 1.7491 .1094 .8906 .0361 .9848 1.3423 .5654 64 7 57 6
malignant 18.3400 .2870 1.1000 1.5510 1.6882 .2812 .7187 .0460 .6442 1.4569 .5861 64 18 46 5
malignant 17.0480 .2660 1.2245 2.0000 1.9394 .1094 .8906 .0503 1.3105 1.2861 .7149 64 7 57 1
malignant 17.6150 .2750 .9388 1.3061 1.5973 .0781 .9219 .0405 .9022 1.4657 .6585 64 5 59 0
malignant 18.1530 .2840 1.1020 1.5102 1.6515 .1875 .8125 .0455 .8830 1.4435 .5494 64 12 52 0
malignant 23.3350 .3650 1.1020 1.5102 1.6515 .6250 .3750 .2480 .9598 1.4329 .5494 64 40 24 1
malignant 14.2790 .2230 1.2041 1.7755 1.7807 .0625 .9375 .0368 .7776 1.8340 .5766 64 4 60 16
malignant 11.1530 .1770 1.1429 1.8367 1.8788 .0000 1.0000 .0392 .8308 1.3495 .7360 63 0 63 28
malignant 12.2460 .2230 1.0816 1.5714 1.7208 .0182 .9818 .0532 1.0410 1.7006 .6402 55 1 54 12
malignant 13.9640 .2250 1.2449 1.9388 1.8751 .0161 .9839 .0464 1.1746 1.7224 .6302 62 1 61 8
malignant 11.4320 .1840 .6939 .8980 1.3459 .0000 1.0000 .0335 .7677 1.2653 .6521 62 0 62 19
malignant 15.3800 .2480 1.4898 2.6327 2.1392 .1613 .8387 .0627 1.0194 1.6836 .6494 62 10 52 12
malignant 16.4290 .2570 1.2449 1.9796 1.9073 .0625 .9375 .0535 1.1143 1.6550 .6624 64 4 60 7
malignant 14.9770 .2830 1.1489 1.8298 1.8706 .3019 .6981 .0576 .7678 1.5307 .7217 53 16 37 4
malignant 12.4850 .1950 1.4490 2.3878 1.9914 .0312 .9687 .0461 .9813 2.1482 .5424 64 2 62 18
malignant 10.6920 .2180 1.1333 1.9333 1.9480 .1020 .8980 .0524 .7299 1.8978 .8146 49 5 44 16
malignant 15.4200 .2410 1.2449 1.8571 1.8051 .0781 .9219 .0505 1.0369 1.6627 .5602 64 5 59 12
malignant 16.6450 .2600 1.2449 2.0204 1.9380 .1875 .8125 .0525 .9395 1.5960 .6931 64 12 52 8
malignant 14.0850 .2200 1.4898 2.7959 2.2569 .0469 .9531 .0554 1.1756 1.7419 .7671 64 3 61 10
malignant 13.4570 .2100 .9592 1.2041 1.4977 .0312 .9687 .0370 .7221 2.0719 .5385 64 2 62 11
malignant 13.7160 .2140 1.4082 2.3469 2.0173 .1406 .8594 .0470 .6453 2.1630 .6096 64 9 55 22
malignant 18.1750 .2840 1.1633 1.6939 1.7530 .1406 .8594 .0533 .9820 1.2461 .5897 64 9 55 1
malignant 15.9370 .2570 1.5510 2.8163 2.1985 .1452 .8548 .0657 1.1597 2.2415 .6475 62 9 53 7
malignant 12.0360 .1880 1.2245 1.8367 1.8113 .0000 1.0000 .0396 .9009 1.3189 .5868 64 0 64 11
malignant 13.9600 .2180 1.0816 1.4898 1.6531 .0000 1.0000 .0335 .8885 1.6255 .5714 64 0 64 10
malignant 11.3030 .1980 1.3265 2.1429 1.9520 .0175 .9825 .0451 .8808 1.6747 .6254 57 1 56 14
malignant 14.4060 .2250 1.1837 1.8367 1.8506 .0312 .9687 .0468 1.0580 1.7834 .6669 64 2 62 7
malignant 13.2530 .2070 1.0816 1.4898 1.6531 .0000 1.0000 .0392 .8646 1.7668 .5714 64 0 64 9
malignant 14.7680 .2310 .9592 1.1633 1.4575 .0000 1.0000 .0269 1.0689 1.0654 .4983 64 0 64 5
malignant 13.9500 .2180 .9184 1.2449 1.5586 .0000 1.0000 .0350 1.1611 1.6396 .6402 64 0 64 8
malignant 13.8180 .2470 .7347 .8571 1.3039 .0179 .9821 .0331 1.3002 1.4561 .5692 56 1 55 1
malignant 17.6380 .1800 .7654 .9136 1.3414 .0000 1.0000 .0262 .6047 1.4863 .5760 98 0 98 40
malignant 14.7370 .1470 .5309 .5309 1.0330 .0000 1.0000 .0125 .9469 1.7685 .5022 100 0 100 74
malignant 15.5540 .1560 .6543 .6543 1.1329 .0000 1.0000 .0180 1.1902 1.4571 .4786 100 0 100 46
malignant 22.9430 .2290 .9753 1.1728 1.4490 .0000 1.0000 .0257 .8862 1.5400 .4737 100 0 100 10
malignant 6.9060 .1440 .2941 .3239 .7846 .0000 1.0000 .2500 .6213 1.8150 .4905 48 0 48 21
malignant 15.6820 .1570 .8149 1.1605 1.5239 .0000 1.0000 .0237 .7089 1.8185 .7091 100 0 100 69
malignant 19.1690 .2150 .8481 .9747 1.3567 .0000 1.0000 .0254 .6600 1.1946 .5086 89 0 89 11
malignant 14.2310 .1760 .5802 .6049 1.1014 .0000 1.0000 .0321 .9130 1.2943 .5212 81 0 81 31
malignant 20.7290 .2070 1.9259 1.1728 1.4911 .0000 1.0000 .0310 .6845 1.2399 .5652 100 0 100 18
malignant 20.1820 .2040 .8889 1.1358 1.4805 .0000 1.0000 .0289 .6380 1.3045 .5916 99 0 99 23
malignant 19.7510 .2190 .9012 1.1481 .4844 .0000 1.0000 .0355 .9737 1.1350 .5832 90 0 90 12
malignant 17.1380 .1990 1.0000 1.4938 1.7071 .0000 1.0000 .0352 .7578 1.2822 .7071 86 0 86 25
malignant 20.5530 .2060 .9630 1.2840 1.5639 .0000 1.0000 .0322 .7483 1.2243 .6009 100 0 100 21
malignant 24.5980 .2460 .8642 .9383 1.3045 .0200 .9800 .0269 1.2543 1.4319 .4403 100 2 98 0
malignant 14.3600 .1470 .5432 .5679 1.0688 .0000 1.0000 .0171 1.1098 1.6193 .5256 98 0 98 76
malignant 16.2800 .1770 .8765 1.1975 1.5358 .0000 1.0000 .0353 .7964 1.5212 .6592 92 0 92 40
malignant 16.8260 .1680 .6790 .7531 1.2228 .0000 1.0000 .0242 .8402 1.4216 .5438 100 0 100 40
malignant 15.8200 .1580 .8148 .9877 1.3873 .0000 1.0000 .0224 .9822 1.7804 .5725 100 0 100 53
malignant 18.5420 .1890 .9753 1.5185 1.7332 .0204 .9796 .0357 .7352 2.1209 .7579 98 2 96 28
malignant 19.4270 .2000 .6914 .8648 1.3167 .0000 1.0000 .0266 .6240 1.2431 .6253 97 0 97 16
malignant 8.5640 .1380 .1224 .1224 .4536 .0000 1.0000 .0111 1.1410 1.1049 .3312 62 0 2 59
malignant 12.2500 .1910 .8571 .9796 1.3571 .0000 1.0000 .0292 .6684 1.3451 .5000 64 0 64 17
malignant 14.7700 .2310 .8571 1.1429 1.5026 .0312 .9687 .0315 .6971 1.7586 .6455 64 2 62 13
malignant 9.1290 .1570 .8776 1.0408 1.4033 .0000 1.0000 .0280 .9477 1.5727 .5257 58 0 58 37
malignant 14.9340 .2370 1.0204 1.3061 1.5404 .0000 1.0000 .0295 .9732 1.5228 .5200 63 0 63 5
malignant 11.6000 .1810 .7143 .8367 1.2916 .0000 1.0000 .0196 .4569 1.4941 .5774 64 0 64 30
malignant 17.9710 .2810 1.3469 2.1633 1.9438 .2187 .7812 .0563 .8105 1.3523 .5969 64 14 50 5
malignant 10.8660 .1750 .7755 .8980 1.3257 .0000 1.0000 .0362 1.0855 1.4033 .5502 62 0 62 22
malignant 8.5090 .1440 .5714 2.5714 1.0714 .0000 1.0000 .0119 1.3290 1.0599 .5000 59 0 59 46
malignant 9.3210 .1500 .7959 1.1224 1.5024 .0000 1.0000 .0235 1.4743 1.5478 .7065 62 0 62 43
malignant 18.4440 .2880 .6735 .7551 1.2283 .0937 .9062 .0427 .8790 1.2145 .5548 64 6 58 0
malignant 15.2190 .2380 .5714 .5714 1.0714 .0000 1.0000 .0250 1.2016 1.5028 .5000 64 0 64 0
malignant 15.9400 .2490 1.3265 2.1429 1.9520 .1562 .8437 .0525 .7616 1.6529 .6254 64 10 54 15
malignant 15.7260 .2460 .9592 1.0408 1.3103 .0156 .9844 .0224 1.2015 1.4469 .3511 64 1 63 0
malignant 19.0580 .2980 1.0224 1.3878 1.6152 .2344 .7656 .0402 .6694 1.2752 .5948 64 15 49 0
malignant 19.5670 .3060 1.2653 1.8367 1.7559 .2344 .7656 .0448 .8206 1.1766 .4906 64 15 49 0
malignant 18.3960 .2870 1.0204 1.3061 1.5404 .1875 .8125 .0364 .6586 1.4342 .5200 64 12 52 0
malignant 21.6320 .3380 1.1633 1.7347 1.7873 .4375 .5625 .0462 1.0953 1.5685 .6241 64 28 36 0
malignant 24.4070 .3810 1.3673 2.4286 2.1227 .5937 .4062 .0700 1.2809 1.3856 .7554 64 38 26 0
malignant 14.5290 .2270 .8776 1.0816 1.4415 .0156 .9844 .0322 1.0410 1.6706 .5639 64 1 63 7
malignant 12.9480 .2020 .9796 1.2245 1.4996 .0000 1.0000 .0323 .7117 1.3229 .5200 64 0 64 14
malignant 14.2770 .2230 .8980 1.0204 1.3654 .0000 1.0000 .0276 .9520 1.1579 .4675 64 0 64 6
malignant 14.8350 .2320 .7755 .8571 1.2864 .0000 1.0000 .0219 .9859 1.0948 .5109 64 0 64 3
malignant 10.7420 .1680 .7755 1.0204 1.4295 .0000 1.0000 .0233 .8167 1.4317 .6540 64 0 64 31
malignant 15.4090 .2410 .7143 .7551 1.2143 .0000 1.0000 .0208 .8745 1.0636 .5000 64 0 64 1
malignant 14.1460 .2210 .9184 1.1633 1.4898 .0000 1.0000 .0282 .7970 1.1609 .5714 64 0 64 10
malignant 14.4530 .2260 .8980 .9796 1.3185 .0000 1.0000 .0277 1.0446 1.1329 .4206 64 0 64 6
malignant 18.2820 .2860 .8776 .9184 1.2666 .1406 .8594 .0285 .5776 1.3257 .3891 64 9 55 0
malignant 14.7740 .2310 .8776 .9592 1.3169 .0000 1.0000 .0223 .9656 1.1093 .4393 64 0 64 4
malignant 14.7330 .2300 .8571 1.2245 1.5642 .0000 1.0000 .0316 1.0692 1.5504 .7071 64 0 64 6
malignant 14.7330 .2300 .8571 1.2245 1.5642 .0000 1.0000 .0318 1.0692 1.5504 .7071 64 0 64 7
malignant 14.9310 .2330 1.5626 .6939 1.2785 .0000 1.0000 .0216 .8350 1.5626 .5847 64 0 64 5
malignant 13.5130 .2110 .7347 .8163 1.2668 .0000 1.0000 .0242 .5510 1.2493 .5313 64 0 64 9
malignant 14.3990 .2250 .7551 .7551 1.1896 .0000 1.0000 .0233 1.0967 1.1240 .4345 64 0 64 1
malignant 14.6850 .2290 1.1020 1.5510 1.6882 .0469 .9531 .0394 .8447 1.7399 .5861 64 3 61 11
malignant 17.7230 .2770 1.0612 1.3061 1.4898 .1250 .8750 .0363 .7637 1.2952 .4288 64 8 56 0
malignant 11.3190 .1770 .7755 .8571 1.2864 .0000 1.0000 .0336 .5013 1.2608 .5109 64 0 64 17
malignant 13.2690 .2070 .6735 .8367 1.2989 .0000 1.0000 .0224 .5387 1.2511 .6254 64 0 64 14
malignant 10.9940 .1720 .8776 1.2857 1.6031 .0000 1.0000 .0297 .7230 1.3982 .7255 64 0 64 31
malignant 9.7830 .1580 .5918 .7143 1.2014 .0000 1.0000 .0298 .9968 1.4773 .6096 62 0 62 35
malignant 11.0880 .1400 .3906 .3906 .8824 .0000 1.0000 .0105 1.0000 1.0834 .4917 79 0 79 64
malignant 12.2270 .1610 .7187 .7500 1.2057 .0000 1.0000 .0285 1.1339 1.6208 .4869 76 0 76 42
malignant 10.8440 .1630 .8906 .9844 1.3313 .0000 1.0000 .0279 .9498 1.5670 .4407 79 0 79 47
malignant 10.8230 .1410 .5625 .5625 1.0625 .0000 1.0000 .0134 1.0370 1.1013 .5000 77 0 77 54
malignant 11.4150 .1430 .5469 .5469 1.0486 .0000 1.0000 .0225 1.3525 1.5611 .5017 88 0 80 62
malignant 11.2940 .1430 .5781 .5781 1.0759 .0000 1.0000 .0191 1.2490 1.5644 .4978 79 0 79 59
malignant 11.5860 .1500 .8437 .9687 1.3545 .0000 1.0000 .0249 1.2562 1.6539 .5108 77 0 77 50
malignant 9.2500 .1420 .6613 .7250 1.2028 .0000 1.0000 .0156 1.0475 1.7701 .5415 65 0 65 45
malignant 11.6540 .1510 .6250 .6250 1.1130 .0000 1.0000 .0209 1.1783 1.5065 .4880 77 0 77 47
malignant 10.6260 .1400 .4375 .4375 .9375 .0000 1.0000 .0148 1.0686 1.6010 .5000 76 0 76 59
malignant 17.8600 .2410 1.1563 1.6250 1.6972 .0270 .9730 .0468 1.2387 1.4721 .5410 74 2 72 9
malignant 19.9770 .2500 1.0937 1.5625 1.7037 .0500 .9500 .0518 1.3879 1.6459 .6099 80 4 76 4
malignant 19.9770 .2500 1.0937 1.5625 1.7037 .0500 .9500 .0518 1.3879 1.6459 .6099 80 4 76 4
malignant 20.4400 .2520 1.2969 2.3281 2.1071 .0741 .9259 .0428 1.1867 2.3932 .8102 81 6 75 3
malignant 19.3820 .2450 1.0469 1.2969 1.4987 .0253 .9747 .0366 1.4214 1.4614 .4518 79 2 77 2
malignant 20.5890 .2570 1.2656 1.9844 1.8890 .0875 .9125 .0480 1.3882 1.4015 .6234 80 7 73 3
malignant 22.3080 .2820 1.5313 2.8750 2.2652 .2532 .7468 .0600 .9727 1.3766 .7340 79 20 59 2
malignant 19.3390 .2450 1.2969 2.1719 2.0024 .0633 .9367 .0419 1.4058 1.4850 .7055 79 5 74 4
malignant 19.3780 .2420 1.0156 1.4844 1.6939 .0750 .9250 .0369 1.1302 1.5503 .6783 80 6 74 3
malignant 20.4810 .2530 1.1719 1.6406 1.6930 .0741 .9259 .0413 1.1318 1.4356 .5211 81 6 75 3
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