203 lines
22 KiB
Plaintext
203 lines
22 KiB
Plaintext
num_iter,c_sum_mu,c_sum_sigma,c_d_mu,c_d_sigma,e_d_mu,e_d_sigma,fitness_mean,fitness_sigma,percent_toxic_mean,percent_toxic_sigma,pred1,pred2,pred3,pred4
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0,2.054367408032886,9.698276394747378,1.3699999999999994,0.3531,4.999999999999998e-2,4.7500000000000014e-2,0.0,0.0,2.0164880049866906e-3,1.3147457193416078e-4,0,0,13,10
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10,5.757381925320098,3.0513023391619827,1.93,8.510000000000001e-2,3.9999999999999994e-2,3.840000000000001e-2,0.0,0.0,-1.7581899688653166e-15,4.3889681723080906e-29,0,0,23,0
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20,8.456121359161381,0.417068844609554,2.0300000000000016,2.9099999999999987e-2,0.37,0.23310000000000014,0.0,0.0,9.804370439178423e-4,9.516442291195184e-5,0,0,21,1
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30,8.324798430870498,0.439084546287808,2.0,0.0,9.999999999999998e-3,9.899999999999999e-3,0.0,0.0,-1.916354759547654e-15,3.594065410978655e-29,0,0,24,0
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40,0.0,0.0,1.0,0.0,2.9999999999999995e-2,2.91e-2,0.0,0.0,0.0,0.0,0,0,0,0
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130,0.0,0.0,1.0,0.0,9.999999999999998e-3,9.899999999999999e-3,0.0,0.0,0.0,0.0,0,0,0,0
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140,0.0,0.0,1.0,0.0,9.999999999999998e-3,9.9e-3,0.0,0.0,0.0,0.0,0,0,0,0
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150,6.638927211459116e-2,0.4363460097386176,1.0099999999999993,9.899999999999997e-3,1.9999999999999997e-2,1.96e-2,0.0,0.0,0.0,0.0,0,0,0,0
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170,6.963053215033108e-2,0.4799926897462911,1.0199999999999998,3.9599999999999975e-2,1.9999999999999997e-2,1.96e-2,0.0,0.0,7.669142570373644e-4,5.8227590287070115e-5,0,0,0,0
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300,6.287163790277066e-2,0.3913314424051338,1.0100000000000007,9.900000000000003e-3,0.0,0.0,0.0,0.0,3.540002048064419e-17,1.240629835529727e-31,0,0,0,1
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310,0.0,0.0,1.0,0.0,9.999999999999998e-3,9.899999999999997e-3,0.0,0.0,0.0,0.0,0,0,0,0
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320,6.00750623933588e-2,0.3572922990350292,1.0099999999999993,9.899999999999997e-3,0.39,0.2579,0.0,0.0,-1.0147782349563925e-16,1.0194771174797996e-30,0,0,0,0
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360,6.318056327027358,0.11161460150388755,2.0,0.0,0.0,0.0,0.0,0.0,-3.242168112195203e-15,5.06650953923769e-29,0,0,0,18
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370,6.094441637058557,1.0865572395871046,1.99,2.9900000000000003e-2,0.41999999999999993,0.2636,0.0,0.0,-2.417879129968308e-15,4.448120131122198e-29,0,0,0,26
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380,6.527138545066381,0.4341859476224166,2.0,2.0000000000000004e-2,0.24000000000000007,0.18240000000000006,0.0,0.0,-9.044415849216835e-16,3.353944348384506e-29,0,0,30,0
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390,6.438602859138569,3.931451494978789e-3,2.01,9.900000000000003e-3,0.0,0.0,0.0,0.0,5.240251955550821e-4,2.7185638152344696e-5,0,0,20,1
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400,6.065331645183324,0.3766378421562528,1.9,8.999999999999998e-2,7.0e-2,6.51e-2,0.0,0.0,-1.1795862367344383e-15,4.3305369531615564e-29,0,0,26,0
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410,6.090075033132796,4.593661830642536e-3,1.95,4.750000000000001e-2,0.11,9.789999999999999e-2,0.0,0.0,-6.153111703889244e-16,3.3887556396286237e-29,0,0,27,0
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420,6.009380699666249,0.7414621609469785,1.94,5.64e-2,4.999999999999998e-2,4.7500000000000014e-2,0.0,0.0,-9.086585420373492e-16,3.823516331523647e-29,0,0,23,0
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430,0.0,0.0,1.0,0.0,9.999999999999998e-3,9.899999999999997e-3,0.0,0.0,0.0,0.0,0,0,0,0
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440,6.40720462900093e-2,0.406417484463121,1.0099999999999993,9.899999999999996e-3,9.999999999999998e-3,9.899999999999997e-3,0.0,0.0,-9.506278971496919e-17,8.946564648508529e-31,0,0,0,0
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500,6.351299919591612e-2,0.3993562056191841,1.0099999999999993,9.899999999999999e-3,9.999999999999998e-3,9.9e-3,0.0,0.0,0.0,0.0,0,0,0,0
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510,6.510824006890564e-2,0.4196692095621541,1.0099999999999993,9.899999999999996e-3,1.9999999999999997e-2,1.96e-2,0.0,0.0,-1.8999127112064865e-16,3.573571627101944e-30,0,0,0,0
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1170,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0
|
|
1180,0.0,0.0,1.0,0.0,9.999999999999998e-3,9.899999999999997e-3,0.0,0.0,0.0,0.0,0,0,0,0
|
|
1190,0.0,0.0,1.0,0.0,1.9999999999999997e-2,1.9600000000000003e-2,0.0,0.0,0.0,0.0,0,0,0,0
|
|
1200,0.0,0.0,1.0,0.0,9.999999999999998e-3,9.899999999999999e-3,0.0,0.0,0.0,0.0,0,0,0,0
|
|
1210,0.0,0.0,1.0,0.0,5.0e-2,4.7499999999999994e-2,0.0,0.0,0.0,0.0,0,0,0,0
|
|
1220,0.0,0.0,1.0,0.0,0.96,3.84e-2,0.0,0.0,0.0,0.0,0,0,0,0
|
|
1230,0.0,0.0,1.0,0.0,1.9999999999999997e-2,1.9600000000000006e-2,0.0,0.0,0.0,0.0,0,0,0,0
|
|
1240,7.004715552645445e-2,0.4857537957373825,1.0199999999999998,3.9599999999999975e-2,2.9999999999999975e-2,2.91e-2,0.0,0.0,0.0,0.0,0,0,0,0
|
|
1250,6.464256889787208e-2,0.4136875096578975,1.0099999999999993,9.899999999999999e-3,9.999999999999998e-3,9.899999999999999e-3,0.0,0.0,0.0,0.0,0,0,0,0
|
|
1260,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0,0,0,0
|
|
1270,0.0,0.0,1.0,0.0,0.81,0.15389999999999998,0.0,0.0,0.0,0.0,0,0,0,0
|
|
1280,6.696773502694216,2.7964418952912155e-3,2.0199999999999987,3.9599999999999996e-2,2.9999999999999995e-2,2.9100000000000004e-2,0.0,0.0,6.553484187718788e-4,4.2518673448693365e-5,0,0,0,1
|
|
1290,6.2093907374058024e-2,0.38170967996483185,1.0199999999999998,3.9599999999999996e-2,9.999999999999998e-3,9.899999999999997e-3,0.0,0.0,6.556343459190546e-4,4.255578315932192e-5,0,0,0,0
|
|
1300,0.0,0.0,1.0,0.0,3.0e-2,2.9100000000000004e-2,0.0,0.0,0.0,0.0,0,0,0,0
|
|
1310,0.0,0.0,1.0,0.0,1.9999999999999997e-2,1.96e-2,0.0,0.0,0.0,0.0,0,0,0,0
|
|
1320,6.880341213738839,2.353302926487909,2.950000000000001,0.18749999999999992,8.000000000000003e-2,7.36e-2,0.0,0.0,0.11313796302797907,7.175352696220858e-4,0,0,5,46
|
|
1330,7.08249787350595,1.378663988682076,2.9700000000000006,8.91e-2,5.999999999999995e-2,5.640000000000001e-2,0.0,0.0,9.191891530960056e-2,2.8624937543226376e-4,0,0,6,54
|
|
1340,7.326803311168789,0.6853567661627352,3.0199999999999996,3.9599999999999996e-2,2.9999999999999975e-2,2.910000000000001e-2,0.0,0.0,9.407518169611753e-2,2.6177997542481645e-4,0,0,17,53
|
|
1350,7.242486017390401,0.7553292834855669,3.0000000000000004,7.999999999999999e-2,1.9999999999999997e-2,1.9600000000000003e-2,0.0,0.0,8.79544529997493e-2,1.7221324618526938e-4,0,0,17,52
|
|
1360,7.273762173691677,0.5988669805406357,3.07,0.14509999999999995,8.000000000000002e-2,7.359999999999998e-2,0.0,0.0,9.301817953406757e-2,8.597269993551003e-5,0,0,20,55
|
|
1370,7.062009447087366,0.5065057254761545,3.0,8.0e-2,2.9999999999999995e-2,2.910000000000001e-2,0.0,0.0,9.269128972933872e-2,1.3165337557938345e-4,0,0,25,51
|
|
1380,7.137878457305623,1.1943085373641704,3.0100000000000007,0.18989999999999987,0.23,0.17710000000000004,0.0,0.0,9.360258801932327e-2,2.443006539282325e-4,0,0,27,50
|
|
1390,6.923648045534117,0.6533298190379969,2.9800000000000004,3.9599999999999996e-2,5.0e-2,4.7500000000000014e-2,0.0,0.0,9.263129790692545e-2,1.4476060623832445e-4,0,0,17,48
|
|
1400,6.812425108302527,0.5731701443850539,3.0399999999999996,0.13839999999999997,0.28,0.24160000000000006,0.0,0.0,9.055529915773654e-2,1.779678677048021e-4,0,0,19,58
|
|
1410,6.70274294471225,0.6293039156490869,2.97,4.9100000000000005e-2,6.999999999999998e-2,6.509999999999999e-2,0.0,0.0,9.767192163434615e-2,1.9538749114009956e-4,0,0,23,54
|
|
1420,0.19575801170595658,1.2404812434015093,1.07,0.16510000000000014,0.7,0.25,0.0,0.0,1.127126410181552e-3,1.2577098050834477e-4,0,0,0,1
|
|
1430,11.710441011320075,1.1118577115728256,5.71,0.5859,0.10000000000000003,0.10999999999999996,0.0,0.0,0.11335325800344918,1.0368842308976487e-3,0,0,5,91
|
|
1440,11.521771704904245,0.5539368062698565,3.93,0.1851,0.77,0.2571,0.0,0.0,9.071547896855627e-2,4.3008564651765606e-4,0,1,0,22
|
|
1450,11.427925690960569,0.8608375575903112,3.92,0.23360000000000006,5.999999999999999e-2,5.6400000000000027e-2,0.0,0.0,9.092729770546387e-2,4.8633028948125905e-4,0,0,5,18
|
|
1460,11.650482660752713,0.4903646228788939,3.95,0.14750000000000008,0.16999999999999996,0.14110000000000003,0.0,0.0,9.941863383188423e-2,5.141776552381797e-4,0,0,1,20
|
|
1470,11.45064091756308,0.3173567912129735,3.95,0.10750000000000004,7.999999999999999e-2,7.359999999999998e-2,0.0,0.0,9.41628070490043e-2,2.43479827939104e-4,0,0,8,41
|
|
1480,11.555707229871572,0.2931372563493604,4.06,0.2364,7.000000000000003e-2,6.509999999999999e-2,0.0,0.0,9.779520948226297e-2,1.4563654613291592e-4,0,0,5,50
|
|
1490,11.445863955308141,0.4133366442809153,4.93,0.2851000000000001,8.999999999999997e-2,8.19e-2,0.0,0.0,8.830300106998988e-2,2.78157448930647e-4,0,0,7,57
|
|
1500,11.370509984034067,0.4355830603109858,4.909999999999999,0.30190000000000006,9.000000000000004e-2,0.12189999999999998,0.0,0.0,9.754256943065064e-2,4.942003123210619e-4,0,0,10,98
|
|
1510,11.848102445175318,0.4539100583491986,4.939999999999997,0.35640000000000005,0.5500000000000002,0.38749999999999996,0.0,0.0,8.492202477584047e-2,3.5701607906289386e-4,0,0,45,96
|
|
1520,11.957744789908874,0.3013283739173959,4.950000000000002,0.18749999999999997,0.12000000000000004,0.10559999999999997,0.0,0.0,7.780531713139563e-2,2.5088083014145214e-4,0,0,41,98
|
|
1530,12.156226221568478,0.46664627986838164,3.87,0.3131000000000002,0.1,9.000000000000002e-2,0.0,0.0,4.5363466032621556e-2,1.461285802978252e-4,0,1,43,53
|
|
1540,12.2971752316854,0.3395109042480861,3.96,0.11839999999999998,0.11999999999999998,0.10559999999999999,0.0,0.0,5.226983400385418e-2,1.0737676769969506e-4,0,0,51,59
|
|
1550,12.23717233587112,0.2775316358087625,3.96,0.11839999999999998,0.11000000000000001,0.11790000000000003,0.0,0.0,5.285795524896146e-2,1.8026415094491972e-4,0,0,45,54
|
|
1560,9.964433349281977,0.5971745928725101,4.920000000000003,0.21359999999999996,0.5099999999999999,0.28989999999999994,0.0,0.0,8.88927888447186e-2,2.533453985386677e-4,0,1,42,97
|
|
1570,10.246905367014561,0.6874253364960314,4.93,0.1851,0.32000000000000006,0.29760000000000003,0.0,0.0,0.10536889106918582,4.3485077795331605e-4,0,0,48,97
|
|
1580,6.146929336906793,0.7185350858367865,2.0300000000000016,0.2091,9.000000000000002e-2,8.189999999999996e-2,0.0,0.0,2.6043951041170715e-3,2.620660799046154e-4,0,0,3,1
|
|
1590,6.29710084335697,0.7336004403740517,1.98,3.960000000000001e-2,0.12000000000000004,0.12559999999999996,0.0,0.0,6.85851617147712e-4,4.6568851633679287e-5,0,0,1,0
|
|
1600,6.081504937414712,0.37186848800200983,2.0299999999999994,2.91e-2,7.999999999999999e-2,7.36e-2,0.0,0.0,-1.0135011396737892e-18,1.0169127145188687e-34,0,0,0,1
|
|
1610,6.1310502322740685,0.950925643097599,1.99,2.9900000000000003e-2,7.0e-2,0.10510000000000001,0.0,0.0,0.0,0.0,0,0,0,0
|
|
1620,6.657610738138129,0.821994143461325,2.149999999999999,0.4075,0.10999999999999996,9.789999999999999e-2,0.0,0.0,2.739727891033546e-3,3.6813684182579194e-4,0,0,0,3
|
|
1630,7.248486642593481e-2,0.5201515302177738,1.0199999999999998,3.959999999999998e-2,6.999999999999998e-2,6.509999999999999e-2,0.0,0.0,2.032424745125163e-17,4.089442841151114e-32,0,0,0,1
|
|
1640,0.283472239920515,1.9366264569015559,1.08,0.21360000000000007,0.13,0.1331,0.0,0.0,1.7451781517015658e-3,3.0151903133654657e-4,0,0,0,1
|
|
1650,0.19871145833040263,1.3048467454608603,1.07,0.20510000000000012,0.11000000000000001,0.11789999999999999,0.0,0.0,1.8026097009398027e-3,3.216907716583069e-4,0,0,0,1
|
|
1660,7.735411084131872,2.201293490392441,4.849999999999998,0.5074999999999998,7.999999999999999e-2,7.359999999999997e-2,0.0,0.0,0.1846862502823571,1.2398239543777196e-3,0,0,5,97
|
|
1670,7.728177400610023,0.789666327347632,3.98,0.21959999999999996,0.11,0.11789999999999999,0.0,0.0,0.20839968160343214,5.042886615938345e-4,0,0,6,96
|
|
1680,10.630017207072592,1.0192690354116296,5.980000000000002,0.3395999999999997,5.999999999999999e-2,5.64e-2,0.0,0.0,0.2192225622426368,6.976867563826568e-4,0,0,100,98
|
|
1690,10.76139013165652,0.5609682541400914,6.01,0.18989999999999999,0.1,8.999999999999998e-2,0.0,0.0,0.21526651492834506,3.886884496838169e-4,0,0,98,99
|
|
1700,7.315099925417867e-2,0.5297558004965996,1.05,0.24750000000000003,0.14000000000000007,0.14040000000000002,0.0,0.0,1.7824874698086383e-3,3.1454889642245525e-4,0,0,0,1
|
|
1710,0.1504500119773082,1.1092003770549947,1.08,0.3336,7.999999999999999e-2,7.359999999999997e-2,0.0,0.0,2.3833688076248163e-3,3.9281466378325065e-4,0,0,1,1
|
|
1720,0.13635971861388277,0.911152612822793,1.06,0.2564,7.999999999999996e-2,7.36e-2,0.0,0.0,1.4849908802527984e-3,2.1831459352896415e-4,0,0,0,1
|
|
1730,0.13803808569424805,0.9680285597567355,1.07,0.2451000000000001,5.999999999999999e-2,5.6399999999999985e-2,0.0,0.0,2.002158559509662e-3,2.950506700334017e-4,0,0,1,1
|
|
1740,7.882362828022986e-2,0.6151032731507245,1.0399999999999998,0.15839999999999999,3.9999999999999994e-2,3.84e-2,0.0,0.0,1.7686849808571734e-3,3.0969640958946454e-4,0,0,0,1
|
|
1750,0.12201224070992282,0.7303786871443896,1.08,0.33360000000000006,7.000000000000003e-2,6.509999999999999e-2,0.0,0.0,1.1439916796909075e-3,1.295629793570005e-4,0,0,0,1
|
|
1760,0.21159592696870458,1.4530897960932605,1.0999999999999996,0.3300000000000001,0.11999999999999998,0.10559999999999999,0.0,0.0,1.475522333389539e-3,1.0741164341822475e-4,0,0,2,0
|
|
1770,9.527251022243284,0.12535734200492107,3.0599999999999987,7.639999999999997e-2,0.5999999999999998,0.3999999999999999,0.0,0.0,0.10033919869830771,5.2010036614254006e-5,0,0,100,1
|
|
1780,9.730161955772575,0.5417534240124159,3.14,0.3404,3.9999999999999994e-2,3.840000000000001e-2,0.0,0.0,9.918318742461858e-2,1.2265351279479975e-4,0,0,100,3
|
|
1790,9.238512917003865,1.520099688337506,3.06,0.4163999999999999,0.11,9.790000000000008e-2,0.0,0.0,4.947216166535793e-2,3.581189790765419e-4,0,0,98,3
|
|
1800,8.736272913621132,1.269094925829614,2.1,0.5700000000000001,2.9999999999999975e-2,2.91e-2,0.0,0.0,8.139954267707495e-4,6.559626692559571e-5,0,0,1,2
|
|
1810,8.614038817595219,0.6385986303284713,2.1799999999999997,0.7275999999999999,5.999999999999999e-2,7.640000000000001e-2,0.0,0.0,1.811972311065379e-3,1.611918772865208e-4,0,0,3,1
|
|
1820,11.091627349986247,0.12888198236380988,2.11,0.4179,0.11,0.11790000000000005,0.0,0.0,3.0559008660824365e-3,2.4659697806458974e-4,0,0,4,0
|
|
1830,11.057622641901762,0.16781461868776687,2.049999999999999,0.1675,8.000000000000003e-2,7.359999999999998e-2,0.0,0.0,1.18929906155475e-3,7.496250786123786e-5,0,0,1,0
|
|
1840,12.667068752955807,0.3692239635255335,4.029999999999998,0.24909999999999982,4.999999999999998e-2,4.750000000000001e-2,0.0,0.0,4.81680776168629e-2,5.106368547326094e-5,1,1,44,55
|
|
1850,12.296513742190372,0.4613061157901995,4.93,0.16510000000000005,0.15999999999999998,0.15440000000000004,0.0,0.0,6.65873384943706e-2,1.898395858596032e-4,0,0,59,97
|
|
1860,12.442373355818324,0.32741039928073656,5.06,0.4964,0.11,0.1179,0.0,0.0,6.617254699080916e-2,2.4386877463765323e-4,2,2,53,96
|
|
1870,10.679373955287806,3.0921942933096632e-2,4.0,4.0e-2,3.9999999999999994e-2,3.840000000000001e-2,0.0,0.0,0.11245452907287756,3.388372755439634e-4,0,0,6,99
|
|
1880,11.285863785394472,8.702907134351957e-2,4.040000000000003,0.2784,8.999999999999998e-2,8.189999999999996e-2,0.0,0.0,0.1247447205005424,6.325205271451675e-5,1,1,7,100
|
|
1890,10.118983900465064,5.901051672981821e-2,4.02,1.9599999999999996e-2,2.9999999999999975e-2,2.9100000000000004e-2,0.0,0.0,0.11343274877001595,7.959033119209872e-5,0,0,8,100
|
|
1900,10.748899829019827,8.366778590145785e-2,3.98,1.96e-2,1.21,0.4459000000000002,0.0,0.0,9.773109317733589e-2,1.1218268986730867e-4,0,0,10,99
|
|
1910,11.003351047375716,0.5992728278975149,4.23,0.6970999999999999,7.999999999999999e-2,7.359999999999998e-2,0.0,0.0,0.10559161004782469,3.481892448105997e-4,2,2,11,98
|
|
1920,11.237528108264195,0.39674731027561166,3.2,0.9800000000000003,9.000000000000002e-2,0.10190000000000002,0.0,0.0,9.352132060938413e-2,3.4723710898770923e-4,2,2,10,97
|
|
1930,11.507189236111204,0.2200956843188089,3.05,0.5874999999999998,9.000000000000002e-2,8.19e-2,0.0,0.0,8.851088185264047e-2,2.722732262939027e-4,2,2,10,97
|
|
1940,11.172992390031265,0.2975048506148672,3.03,6.91e-2,7.999999999999997e-2,7.360000000000003e-2,0.0,0.0,9.415669954340766e-2,2.6802032967318827e-4,0,0,12,99
|
|
1950,12.969453710454204,9.964608757063326e-2,3.01,0.2099000000000001,9.000000000000002e-2,8.189999999999996e-2,0.0,0.0,0.1786720774964711,1.226294830468549e-4,0,0,9,99
|
|
1960,11.920105746714546,0.22612745347684118,3.07,0.4251,0.1,9.000000000000002e-2,0.0,0.0,0.123601127575624,3.4693881688073973e-4,0,0,10,97
|
|
1970,11.902930639203314,0.16489750797447034,3.08,0.2736,9.0e-2,0.10189999999999999,0.0,0.0,0.12433831207942751,4.2441736477548083e-4,0,0,16,99
|
|
1980,13.806045142334018,5.24768787561476e-2,5.009999999999998,4.989999999999999e-2,0.74,0.2924000000000001,0.0,0.0,0.21306661796071338,1.3680498848737095e-4,0,0,100,100
|
|
1990,14.052375718046946,4.382297423935347e-2,4.960000000000003,9.839999999999999e-2,9.0e-2,8.189999999999996e-2,0.0,0.0,0.20048283931216157,1.9076626045631524e-4,0,0,97,100
|
|
2000,14.03179248836967,0.11164374252514243,4.98,3.959999999999996e-2,0.43,0.3050999999999998,0.0,0.0,0.19640350003742477,1.976367415626828e-4,0,0,100,100
|