CelestineP
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Commit
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7706a90
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Parent(s):
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Upload 4 files
Browse filesPredict ChemicalConcentrations.csv given Observations.csv. This is a signal unmixing problem because the observations are a weighted sum of the chemical concentrations and pure spectra.
- ChemicalConcentrations.csv +9 -0
- Observations.csv +9 -0
- ObservationsLarge.csv +0 -0
- PureSpectra.csv +8 -0
ChemicalConcentrations.csv
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0.4430654108438572,0.004755984289301053,0.00014510164230918768,1.7585974958520265e-6,1.269314663652328e-7,3.1667636635676193e-10,7.319601638529824e-12,4.2531540694626194e-13
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0.22511659070467394,0.0021550820822878874,0.0002119373290386018,1.6419098720047516e-6,1.1298501252622617e-8,2.136393237715424e-9,2.5026951598039596e-11,7.528648834348943e-13
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0.07080070819065498,0.014834090172335345,0.00001976363343456311,1.0044217928012749e-6,5.89468805414734e-8,1.8456648751985857e-9,3.696539982321011e-11,7.559524814063273e-13
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0.9996666537207912,0.01736010688261266,0.00009795830909923328,7.121777741624271e-6,1.196100203427675e-7,1.1307677800206777e-9,2.70682130668589e-11,7.535929613588491e-13
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0.1303976897071899,0.0025570679962718668,0.00021052365512873637,2.7828803990216254e-6,1.887050334568011e-8,1.8617351233200941e-9,1.3304068926615365e-11,9.418950700810518e-13
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0.6061597555552531,0.005647966776269591,0.00018615359603000534,6.245654294195758e-7,4.159205117395184e-8,2.0628701243753934e-9,1.652286137941405e-11,8.638791452757101e-13
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0.5920615448407907,0.003031568883394259,0.000054353738570573175,3.186416299408024e-6,3.5643551262510714e-8,2.6106873244124674e-9,4.6086560608515997e-11,7.564629948060405e-13
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0.30735619300541184,0.013887602024102028,0.0002494172185640513,3.182624027172887e-6,7.582377751152904e-8,5.661665591410651e-10,2.2605758039268688e-11,7.282411803072086e-13
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0.9967578931698593,0.009321773321318408,0.00003034974630664782,1.6182474675500746e-6,1.9997487010962575e-8,5.174756935077431e-10,3.713650627175654e-11,6.757338881598605e-13
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Observations.csv
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1.0373936681886966e6,1.5119723204174852e7,2.5105093021390205e6,1.0476245254644096e7,410190.6065541312,204746.75387188286,9999.118749204134,5.499283895704416e6,1.7073670618737122e8,1.747541557320995e9,8.302302929920467e6,156102.87857997054,728.251934865243,2.205182127515807e9,742500.1549807513,3519.2963887254837,8.697778548199577e8,637.5212947020908,8.533574181413251e7,2.3126812745621093e6,18.71718654608385,1.2184640961291596e7,912911.9059429932,3.3516299856337853e7,240.82446417693103,2.6561138724413857e7,2.7831527833556814e9,1959.4453567597564,2.598518193386953e6,7601.036705058511,4.646921998239603e6,1.6501619970305355e6,1.2930410968973713e6,1.0989592657382755e9,362130.2265175156,4376.247245905208,4.4557897076924715e9,49796.713830108674,225995.7516676413,79.4437386217184,137164.46082250113,644083.9796256496,9.67888176463853e6,4.652364283949331,10.725618981138922,124793.68253340195,138.20410870949354,25305.395712415375,5.4623497631187e8,1.3923519414363956e9,3.769039893071624e7,5.336939070597535e7,1.0722751243801019e8,959.5252280255669,393.4622944663207,593917.422068759,4.655009964120082e7,44937.43160850424,440.2942465970148,5.866454099689419e6,1.353129159246658e8,1.3228208333439153e7,1481.0024059076623,4.328903172452657e8,6.593550737352258e6,1.834470508688416e6,1089.2123729186046,1.1660765754055479e6,280532.1563857786,4.135496481624483e6,3.5112202237111435e9,2.1544519789886147e8,425636.4402747737,511541.50425043004,4.229546364105783e7,15560.711137754,113.89279710684745,29113.414944471526,89033.91875107978,31285.79404167611,6.957212254324228e6,6.734202351792376e7,11135.113369005081,307552.0375986442,3.430495615428214e8,179856.94860532624,2.073497254210325e6,28284.18765771204,134602.77296895886,20.34523383094276,914230.9318943135,98604.045829953,453607.09241822315,2156.491597839866,7.080255454559991e8,1428.8068249486626,3.194250005158269e8,29061.432896919465,2.4689665109653667e7,8261.176109422766
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2.3187203378679487e6,5.483594813728738e7,6.297147977282737e6,2.3637054643355828e7,819134.5019452982,659832.9096007443,38195.34042780084,1.1956866711275054e7,3.8522509791205436e8,3.942892296396809e9,1.873216904466026e7,430012.6907803857,2244.833165116996,4.975388283202917e9,2.682875063108794e6,12598.992432207122,1.9624673667536826e9,1476.251267088219,1.9197108442958546e8,8.441556866251612e6,52.652110677981675,4.3913169396767765e7,3.331220781010645e6,7.5621135317669e7,537.4457091786542,5.9928491495291516e7,6.280288980123193e9,4478.413653743069,5.857440089987683e6,15208.241424704107,1.6961213672963705e7,3.7503400160116917e6,2.915251541741586e6,2.481552160530555e9,1.3224383695109417e6,17694.319211212092,1.0084104221362667e10,112315.8547145062,824912.3716093877,117.31916131450564,292124.4459854443,1.4515505693126014e6,3.462763912612015e7,12.087919223714762,25.736055604642473,344395.6016708899,244.00220234800275,57840.168309054825,1.2324443711571643e9,3.1517211009851804e9,1.3757596117900464e8,1.2041377483161832e8,2.4193215257370707e8,2158.9730145729354,1565.145897931781,454442.85317809373,1.4666334213304752e8,108983.63943022392,354.0687710583593,2.140924181712845e7,3.05309109361648e8,2.983240191223971e7,2019.8265105830496,9.767244006942335e8,1.4880202627995783e7,6.69096373295793e6,3938.9404045566043,4.240266869218423e6,471027.9421995857,9.336907825833177e6,7.922190067515838e9,4.860986335868006e8,897777.3799952236,1.1571552959196148e6,9.543296596253996e7,35114.46311418447,407.38075710022076,40229.42947734763,60108.52931825783,70634.82041878895,2.0829807019925907e7,1.5194045690213928e8,45039.12607701516,1.0564565181643032e6,7.740056558559462e8,124140.24538870559,3.0169087476107096e6,100641.51488573344,359792.0796053675,48.545549811761205,621249.9757131258,276916.07332292234,306329.35795886023,5922.925277909419,1.623629858722161e9,5111.352001493022,7.869901813194778e8,104396.94527174503,5.8632074697559796e7,10186.648849320372
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ObservationsLarge.csv
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PureSpectra.csv
ADDED
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