ASR_GPR_model/X_train.csv

GSvolume_pa_composition_average,ML pred ASR barrier (eV),IsRareEarth_composition_average,IsFBlock_composition_average,NdUnfilled_composition_average,CovalentRadii_composition_average,BCCfermi_composition_average,GSenergy_pa_composition_average,AtomicVolume_arithmetic_average,ThermalExpansionCoefficient_arithmetic_average,ICSDVolume_composition_average,valence_composition_average,HeatFusion_composition_average,CovalentRadius_composition_average,phi_difference,HHIr_composition_average,ThermalConductivity_arithmetic_average,HeatFusion_arithmetic_average,ElectricalConductivity_composition_average,HHIr_arithmetic_average,Electrolyte class_2,GSestFCClatcnt_composition_average,HHIp_composition_average,SecondIonizationEnergy_arithmetic_average,ElectricalConductivity_difference
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18.505651724138,1.005696284,0.04,0.04,1.1800000000000002,1.0332,3.732702693,-5.0114823490068,3129.001715749091,143.63333333333333,23.730000000000004,2.8600000000000003,4.288,107.22,2.61,1136.0,20.61956666666667,7.948333333333334,2.726,2016.6666666666663,0.0,3.88749367504,1720.0,16.505000000000003,10.7
18.34843475321177,0.908141197,0.0392156862745098,0.0392156862745098,1.2549019607843137,1.0358823529411765,3.808040731960785,-5.090091817660392,3129.001715749091,143.63333333333333,23.50392156862745,2.9411764705882355,4.457058823529413,107.84313725490196,2.61,1149.0196078431377,20.61956666666667,7.948333333333334,2.682352941176471,2016.6666666666663,0.0,3.879398823411765,1717.6470588235293,16.505000000000003,10.7
20.0234,1.08297476,0.01,0.01,0.8,1.0644,3.4709194002,-4.92377504075,4675.725158036659,203.1,24.983,2.81,4.332999999999999,108.82999999999998,2.61,1048.0,28.04185,7.442499999999999,2.7829999999999995,1825.0,0.0,3.94395339924,1445.0,18.0925,10.1
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15.11451724138,0.755204718,0.0,0.0,1.0,1.02,3.93819335,-5.047854106068,6215.78235275249,274.6666666666667,21.64,3.0,4.421999999999999,102.6,1.9000000000000004,960.0,69.36246666666668,7.223333333333334,6.359999999999999,1266.6666666666667,0.0,3.7489651788,1400.0,20.876,30.8
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17.14875862069,1.121175013,0.1,0.1,1.7999999999999998,1.031,3.746576,-5.242474461034,3742.8412483826087,166.42000000000002,22.340000000000003,3.0,4.483,107.8,2.61,1160.0,23.45748,8.746,1.5299999999999998,1820.0,0.0,3.8242514845,1950.0,17.807199999999998,10.7
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18.3208,1.354391939,0.08,0.08,1.36,1.0128,3.846915074800001,-4.8543790032,3744.3360285974486,169.56,23.384,2.72,3.974720000000001,107.96,2.61,1124.0,45.67348,6.8836,2.9559999999999995,1840.0,0.0,3.88501214276,1868.0,18.0648,14.999999999999998
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15.13285,1.272157649,0.1399999999999999,0.1399999999999999,2.26,0.9534,4.7017474192,-5.5619746908,4671.189484346142,203.1,20.662,2.9399999999999995,5.7124,106.94,2.1000000000000005,1644.0,76.86685,8.989999999999998,3.724,2300.0,0.0,3.75835934756,2484.0,18.63675,29.4
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15.041900000000002,1.59633682,0.12,0.12,1.7999999999999998,0.9604,4.2448189528,-5.1487775308,3739.076729864385,166.54,20.700000000000003,2.8000000000000003,4.468,104.6,2.6500000000000004,1076.0,76.93347999999999,9.25,5.108,1600.0,0.0,3.74751204276,2176.0,18.479,29.4
14.9305,1.15975428,0.2,0.2,2.2,0.9196,4.473156798,-4.99694767,3732.698979932985,165.62,20.084000000000003,2.3600000000000003,4.6104,106.28,2.03,1316.0,121.09348,10.739999999999998,5.408,1860.0,0.0,3.73957705032,2592.0,20.3392,58.8
14.8915,1.842493593,0.2,0.2,2.4,0.92,4.627193578,-5.2556622090000005,6213.574557763772,266.06666666666666,20.08,2.4,4.611999999999999,106.2,1.93,1460.0,37.92246666666667,7.54,3.96,2100.0,0.0,3.7352990578,2820.0,21.078666666666663,15.999999999999998
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18.6754,1.147301119,0.0,0.0,0.7200000000000002,1.0592,3.3647732432,-4.727232987400001,4669.129572732334,205.7,24.08,2.28,5.41,105.32,2.7,1684.0,39.37435000000001,13.4625,4.128,3750.0,0.0,3.909116958,1976.0,19.38175,12.9
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18.674200000000003,0.965100422,0.0,0.0,0.7400000000000001,1.0592,3.3754616728,-4.7623945476000005,3738.913004097704,165.82,24.07,2.28,5.541399999999999,105.44,2.7,1604.0,42.99948,18.084,4.158,3960.0,0.0,3.90902501984,1852.0,15.505399999999998,12.9
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18.817325,1.175876842,0.0,0.0,0.8250000000000002,1.0627,3.34902250715,-4.593959692,3740.305520369586,166.56,24.318,2.21,4.8535,105.53,2.7,1533.5,34.65948,13.590000000000002,3.9495,3900.0,0.0,3.91925830089,1871.0,18.0654,16.4
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18.6158,1.053813404,0.0,0.0,0.8,1.0584,3.2877463984,-4.634509211,4669.038118776956,206.025,24.06,2.24,4.776,105.16,2.7,1396.0,31.42435,9.5,3.968,1950.0,1.0,3.90442510944,1680.0,19.19675,15.3
18.5155,1.082358081,0.0,0.0,0.68,1.0556,3.4002335262,-4.7021358999,4669.140721877051,205.45,23.93,2.24,5.2654,104.68,2.7,1482.0,40.32435,15.105,4.384,2750.0,0.0,3.89449837104,1744.0,15.801749999999998,12.9
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18.894925,1.279980024,0.0,0.0,0.985,1.0643,3.3987950975500003,-4.7867749264,3740.461821226872,166.32,24.414,2.6900000000000004,4.4711,106.49,2.53,1325.5,30.69948,13.112000000000002,2.8774999999999995,3640.0,0.0,3.92782911673,1759.0,17.8894,9.7
18.624275,1.264746432,0.0,0.0,0.855,1.0579,3.44328915565,-4.8648524362,3740.461821226872,166.32,24.082,2.77,4.6243,105.67,2.53,1306.5,30.69948,13.112000000000002,3.1225,3640.0,0.0,3.90568124029,1727.0,17.8894,9.7
18.6492,1.661320829,0.0,0.0,0.72,1.0528,3.5457911130000004,-4.7905234079,4669.828509988016,204.225,24.086,2.76,5.108,104.58,2.53,1172.0,57.99935000000001,17.9175,3.016008,1475.0,0.0,3.90755747546,1666.0,19.668,11.199599999999998
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18.5742,1.17402014,0.0,0.0,0.88,1.057,3.4070258384,-4.837529590200001,4669.233494848564,205.725,24.038,2.76,4.3868,105.56,2.53,1184.0,26.47435,8.9025,3.068,1625.0,1.0,3.90188655274,1594.0,18.97675,8.6
18.7506,1.544329879,0.0,0.0,0.92,1.0608,3.4359226928,-4.9903713422,4669.336097948659,205.15,24.156,2.76,5.2904,106.52,2.53,1316.0,35.37435000000001,14.5075,3.116,2425.0,0.0,3.91750389752,1616.0,15.58175,6.199999999999999
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18.745233333334,0.998705894,0.0,0.0,0.62,1.0546,3.3852455514,-4.6191121185666,3749.228277520328,181.86,24.204,2.24,4.7083,104.08,2.85,1498.0,57.29948,7.999,4.674,2960.0,0.0,3.89371522684,1696.0,22.2024,12.9
18.764633333334,1.168310701,0.0,0.0,0.6599999999999999,1.055,3.397688699,-4.6673159271666,3749.228277520328,181.86,24.228,2.36,4.612699999999999,104.32,2.85,1446.0,57.29948,7.999,4.405999999999999,2960.0,0.0,3.8958579308,1668.0,22.2024,12.9
18.784033333334,1.210035106,0.0,0.0,0.7,1.0554,3.4101318466,-4.7155197357666,3749.228277520328,181.86,24.252,2.48,4.5171,104.56,2.85,1394.0,57.29948,7.999,4.138,2960.0,0.0,3.89800063476,1640.0,22.2024,12.9
18.940566666667,1.111649266,0.0,0.0,0.9,1.062,3.407587777,-4.9493570431333005,3128.5323982430045,151.65,24.362,2.75,5.10805,106.48000000000002,2.68,1438.0,49.61623333333334,15.060833333333331,3.2,4283.333333333333,0.0,3.92388594291,1715.0,18.04533333333333,11.4
18.375433333333,1.105169817,0.0,0.0,0.9,1.054,3.4104006544,-4.9570805151,3119.4817638091376,145.65,23.822,2.75,5.1147,105.73000000000002,2.53,1408.0,46.64956666666667,15.171666666666663,3.153,3783.3333333333335,0.0,3.8979992266,1727.0,25.5475,6.699999999999999
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17.518,1.33357892,0.04,0.04,0.6,1.0404,3.476169702,-4.7279383334,4673.118244240505,203.875,22.884,2.24,4.9056,103.92,2.7,1444.0,29.27435,8.1175,4.424,2325.0,0.0,3.84386120484,1972.0,18.569,16.799999999999997
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