Hasil_Inverse_Model.csv

Converged,D101264FTSCL,D101330TT,D102260TIC_CV,D102265TIC_CV,D102265TIC_PV,D102266TIC,Error,Error_Pct,Iterations,Level,Objective_Value,Predicted_MMBTU,Product,Soft_Violations,Target_MMBTU,prediction
,3955.77,93.24,53.44,31.11,174.33,18.5,0.000392,,,,,,CKR BASE,,0.2667,0.267092
,3952.31,93.32,60.19,31.64,174.19,18.53,0.000064,,,,,,CKR BASE,,0.27,0.269936
,3970.4,93.0,60.64,32.82,174.33,18.53,0.003857,,,,,,CKR BASE,,0.2733,0.277157
,4290.9,94.53,62.77,47.4,180.93,16.04,0.017178,,,,,,CKR BASE,,0.2767,0.293878
,4431.08,94.49,60.99,46.49,181.08,16.44,0.003841,,,,,,CKR BASE,,0.28,0.283841
,4457.67,94.32,60.39,46.73,181.46,16.4,0.000053,,,,,,CKR BASE,,0.2833,0.283353
,4476.58,94.4,61.71,44.93,180.09,16.38,0.000087,,,,,,CKR BASE,,0.2867,0.286613
,4221.75,94.28,60.94,45.09,185.49,16.22,0.000004,,,,,,CKR BASE,,0.29,0.290004
,4156.33,95.47,65.84,45.4,184.37,16.13,0.000005,,,,,,CKR BASE,,0.2933,0.293295
,4314.51,94.52,64.5,46.42,185.9,16.27,0.000061,,,,,,CKR BASE,,0.2967,0.296761
,4195.16,94.31,67.84,52.73,180.15,16.11,0.000067,,,,,,CKR BASE,,0.3,0.299933
,4140.37,97.51,67.45,51.3,187.75,17.61,0.000041 (0.01%),,,,,,CKR BASE,,0.3033,0.303292
,4360.28,96.65,66.48,50.23,187.79,17.35,0.000072 (0.02%),,,,,,CKR BASE,,0.3067,0.306738
,4408.62,93.81,62.23,59.33,189.59,17.48,0.000096 (0.03%),,,,,,CKR BASE,,0.31,0.310096
,4468.98,97.68,59.9,54.51,194.32,19.25,0.000009 (0.00%),,,,,,CKR BASE,,0.3133,0.313342
,4481.76,92.15,67.27,55.53,193.24,19.06,0.000001 (0.00%),,,,,,CKR BASE,,0.3333,0.333332
,4833.92,93.0,64.14,54.36,190.49,19.39,0.000010 (0.00%),,,,,,CKR BASE,,0.3367,0.33671
,4675.53,93.3,66.21,53.31,188.33,18.82,0.000035 (0.01%),,,,,,CKR BASE,,0.34,0.340035
,4587.25,92.91,66.09,53.97,189.73,18.78,0.000035 (0.01%),,,,,,CKR BASE,,0.3467,0.346743
,4589.9,92.78,65.33,55.22,189.54,19.54,0.000002 (0.00%),,,,,,CKR BASE,,0.3433,0.343332
,4615.33,92.4,65.76,54.24,190.33,18.83,0.004873 (1.39%),,,,,,CKR BASE,,0.35,0.345127
,4195.164127,94.31367329,67.83752807,52.72994004,180.1513437,16.11178086,6.67453E-05,,,,,,CKR BASE,,0.3,0.299933255
,4345.077523,95.73564815,61.94377257,47.97807791,178.5670734,15.94367712,0.015211162,,,,,,CKR BASE,,0.278,0.293211162
,3714.134992,94.12849457,50.19545981,24.45841829,176.6102062,17.71849347,0.041373372,,,,,,CKR BASE,,0.25,0.291373372
,4329.033348,96.36362196,61.44665789,47.72381537,177.4725578,16.00013482,0.017786913,,,,,,CKR BASE,,0.276,0.293786913
,4221.747978,94.27552004,60.94445271,45.09113873,185.4924565,16.22248105,4.49181E-06,,,,,,CKR BASE,,0.29,0.290004492
,4492.864459,94.21253004,61.40316114,46.06813204,180.9288264,16.4082628,6.45216E-05,,,,,,CKR BASE,,0.287,0.286935478
,4474.17151,94.69035643,62.42412584,46.69251985,185.2116553,16.41205744,5.86555E-05,,,,,,CKR BASE,,0.289,0.289058656
,3941.755261,93.92589611,44.02782054,21.35222818,174.9003476,18.31076668,0.034599949,,,,,,CKR BASE,,0.23,0.264599949
,3935.359007,93.82213382,44.06991256,21.19780621,174.4379727,18.34101723,0.030370471,,,,,,CKR BASE,,0.234,0.264370471
,3934.465917,94.2948149,44.12207343,21.16965631,174.5110539,18.33528665,0.054408622,,,,,,CKR BASE,,0.212,0.266408622
,4496.939745,94.48287836,60.40561786,46.98256551,179.586896,16.3735464,7.61817E-05,,,,,,CKR BASE,,0.2865,0.286576182
,3939.045858,94.37142197,44.09776324,21.14782051,174.5390788,18.32985818,0.056263753,,,,,,CKR BASE,,0.21,0.266263753
,3960.72,96.25,50.99,18.7,170.17,18.36,0.000049,,,,,,CMR BASE,,0.2667,0.266749
,4022.34,97.5,50.49,18.54,176.04,16.45,0.000016,,,,,,CMR BASE,,0.27,0.269984
,4112.43,98.52,55.82,21.49,169.98,16.67,0.000025,,,,,,CMR BASE,,0.2733,0.273275
,3995.18,96.52,52.26,36.78,172.76,18.57,0.00008,,,,,,CMR BASE,,0.2767,0.27662
,3920.17,95.81,55.88,38.57,172.86,18.57,0.000011,,,,,,CMR BASE,,0.28,0.279989
,4212.96,98.78,53.91,24.09,173.13,19.01,0.000019,,,,,,CMR BASE,,0.2833,0.283281
,4018.11,97.85,61.8,28.33,178.51,16.55,0.000051,,,,,,CMR BASE,,0.2867,0.286751
,4234.78,98.53,61.17,23.86,175.44,16.48,0.000078,,,,,,CMR BASE,,0.29,0.290078
,4074.51,98.44,63.57,26.17,183.23,18.89,0.000091,,,,,,CMR BASE,,0.2933,0.293391
,4280.19,96.32,61.46,24.87,185.23,19.01,0.000091,,,,,,CMR BASE,,0.2967,0.296609
,4275.9,93.46,60.26,29.42,184.92,18.92,0.000063,,,,,,CMR BASE,,0.3,0.300063
,4460.72,94.73,61.74,31.95,184.81,17.66,0.000002,,,,,,CMR BASE,,0.3033,0.303298
,4423.21,92.59,61.8,29.02,181.42,18.31,0.00004,,,,,,CMR BASE,,0.3067,0.30666
,4105.81,95.59,56.25,30.73,177.18,17.26,0.000075,,,,,,CMR BASE,,0.31,0.310075
,4511.25,98.45,53.97,27.77,185.56,17.09,0.000093,,,,,,CMR BASE,,0.3133,0.313393
,4545.64,95.05,56.61,34.31,178.17,17.13,0.000099,,,,,,CMR BASE,,0.3167,0.316799
,4387.78,95.76,51.89,27.58,181.26,17.22,0.00004,,,,,,CMR BASE,,0.32,0.32004
,4247.24,95.56,50.73,36.75,182.35,17.12,0.000026,,,,,,CMR BASE,,0.3233,0.323326
,4320.47,94.24,53.0,35.12,181.15,17.63,0.000008,,,,,,CMR BASE,,0.3267,0.326692
,4280.32,97.17,51.85,37.78,180.91,17.3,0.000049,,,,,,CMR BASE,,0.33,0.330049
,4292.95,92.68,54.28,34.86,181.28,17.64,0.002914,,,,,,CMR BASE,,0.3333,0.330386
,4323.88,92.73,54.1,31.21,181.95,17.63,0.008765,,,,,,CMR BASE,,0.3367,0.327935
,4371.36,93.22,54.18,31.47,182.42,17.58,0.012532,,,,,,CMR BASE,,0.34,0.327468
,4404.97,92.77,54.08,31.66,183.11,17.58,0.01776,,,,,,CMR BASE,,0.3433,0.32554
,4530.4,95.43,54.19,31.63,183.68,17.53,0.022474,,,,,,CMR BASE,,0.3467,0.324226
,4511.7,95.23,54.68,31.56,184.31,17.54,0.028114,,,,,,CMR BASE,,0.35,0.321886
,4232.09,92.9,55.2,40.6,173.35,17.42,0.012035,,,,,,CKP BASE,,0.2667,0.278735
,4225.85,95.07,56.02,39.07,181.37,16.01,0.006521,,,,,,CKP BASE,,0.27,0.276521
,4314.5,95.08,56.01,39.72,181.97,16.02,0.001893,,,,,,CKP BASE,,0.2733,0.275193
,4320.76,94.88,63.23,41.57,173.55,17.38,0.000048,,,,,,CKP BASE,,0.2767,0.276652
,4275.47,98.23,58.08,45.22,181.94,15.87,0.000073,,,,,,CKP BASE,,0.28,0.280073
,4325.12,98.2,55.74,43.9,183.04,16.17,0.000049,,,,,,CKP BASE,,0.2833,0.283349
,4336.85,94.77,57.4,39.75,177.04,16.14,0.000028,,,,,,CKP BASE,,0.2867,0.286672
,4223.68,96.0,62.08,40.75,182.92,16.27,0.000075,,,,,,CKP BASE,,0.29,0.289925
,4102.85,97.25,65.7,40.94,184.35,17.51,0.000013,,,,,,CKP BASE,,0.2933,0.293313
,4180.6,93.34,61.73,40.57,177.51,17.58,0.000077,,,,,,CKP BASE,,0.2967,0.296623
,4184.98,95.03,58.75,40.35,186.57,17.36,0.000099,,,,,,CKP BASE,,0.3,0.299901
,4445.89,94.24,63.47,47.46,181.55,18.3,0.000063,,,,,,CKP BASE,,0.3033,0.303237
,4277.34,93.85,64.3,43.57,182.0,17.39,0.000008,,,,,,CKP BASE,,0.3067,0.306708
,4453.7,98.33,63.97,38.56,181.43,18.48,0.000086,,,,,,CKP BASE,,0.31,0.310086
,4773.75,95.2,63.56,39.53,180.62,18.81,0.000038,,,,,,CKP BASE,,0.3133,0.313262
,4535.66,97.4,62.11,45.25,179.82,17.31,0.000039,,,,,,CKP BASE,,0.3167,0.316739
,4584.37,93.98,64.3,38.7,182.31,18.53,0.000034,,,,,,CKP BASE,,0.32,0.320034
,4546.56,93.87,57.79,45.99,188.63,17.82,0.00006,,,,,,CKP BASE,,0.3233,0.32324
,4870.81,97.41,55.3,37.72,182.27,18.6,0.000093,,,,,,CKP BASE,,0.3267,0.326607
,4867.39,93.27,58.38,38.59,186.96,17.98,0.000099,,,,,,CKP BASE,,0.33,0.329901
,4541.39,94.08,57.45,41.44,187.13,18.6,0.00005,,,,,,CKP BASE,,0.3333,0.33335
,4410.88,93.19,59.46,44.06,183.72,18.67,0.000094,,,,,,CKP BASE,,0.3367,0.336794
,4425.0,95.6,58.1,42.62,186.65,19.0,0.000053,,,,,,CKP BASE,,0.34,0.340053
,4430.36,92.7,66.4,42.52,193.34,18.99,0.000018,,,,,,CKP BASE,,0.3433,0.343318
,4532.0,93.35,59.67,39.58,186.57,18.67,0.000086,,,,,,CKP BASE,,0.3467,0.346614
,4809.65,92.92,65.24,46.53,188.16,18.94,0.000047,,,,,,CKP BASE,,0.35,0.349953
,4218.146647,95.08684851,56.00051072,39.59284696,181.3237826,16.0520592,0.007520789,,,,,,CKP BASE,,0.269,0.276520789
,3795.55,98.05,55.61,28.68,181.44,18.16,0.000083,,,,,,MORIGRO BASE,,0.2667,0.266617
,3694.83,92.72,56.65,29.32,181.89,18.19,0.000038,,,,,,MORIGRO BASE,,0.27,0.269962
,3784.48,98.26,55.43,32.16,181.93,18.18,0.000071,,,,,,MORIGRO BASE,,0.2733,0.273229
,3729.28,94.49,56.11,32.26,182.14,18.18,0.000015,,,,,,MORIGRO BASE,,0.2767,0.276685
,3694.71,94.5,56.59,30.27,184.71,18.2,0.00003,,,,,,MORIGRO BASE,,0.28,0.28003
,3741.95,94.61,63.73,39.42,182.76,18.28,0.000001,,,,,,MORIGRO BASE,,0.2833,0.283299
,3770.44,92.65,59.31,31.7,183.89,18.16,0.00001,,,,,,MORIGRO BASE,,0.2867,0.28671
,3860.63,94.59,63.26,38.77,183.82,18.29,0.000075,,,,,,MORIGRO BASE,,0.29,0.289925
,3838.07,92.09,63.31,38.71,185.39,18.29,0.000069,,,,,,MORIGRO BASE,,0.2933,0.293231
,3943.6,94.41,55.48,38.91,182.92,17.89,0.000009,,,,,,MORIGRO BASE,,0.2967,0.296709
,3754.46,94.68,60.21,41.18,185.66,18.26,0.000057,,,,,,MORIGRO BASE,,0.3,0.300057
,4006.48,93.89,60.87,43.27,188.25,18.27,0.00003,,,,,,MORIGRO BASE,,0.3033,0.30333
,3887.14,92.38,59.76,42.61,185.05,18.28,0.000068,,,,,,MORIGRO BASE,,0.3067,0.306632
,3803.81,92.58,57.93,44.17,187.97,17.76,0.000048,,,,,,MORIGRO BASE,,0.31,0.310048
,3776.87,96.95,63.09,44.77,187.02,18.25,0.000063,,,,,,MORIGRO BASE,,0.3133,0.313237
,3814.03,96.55,58.76,35.79,186.12,18.23,0.000011,,,,,,MORIGRO BASE,,0.3167,0.316711
,3824.88,94.02,57.86,41.7,188.3,17.58,0.000003,,,,,,MORIGRO BASE,,0.32,0.320003
,3864.91,94.68,60.99,44.18,188.13,17.39,0.000034,,,,,,MORIGRO BASE,,0.3233,0.323334
,3860.49,97.0,61.18,44.95,186.93,18.15,0.000038,,,,,,MORIGRO BASE,,0.3267,0.326662
,4014.13,92.26,61.19,43.86,188.73,17.72,0.000002,,,,,,MORIGRO BASE,,0.33,0.329998
,4008.89,94.22,64.65,43.83,186.2,16.94,0.000038,,,,,,MORIGRO BASE,,0.3333,0.333262
,4061.17,93.44,61.93,45.06,187.11,17.9,0.000015,,,,,,MORIGRO BASE,,0.3367,0.336715
,3849.15,94.57,62.98,38.43,188.74,17.77,0.000036,,,,,,MORIGRO BASE,,0.34,0.339964
,4053.06,93.45,58.44,40.78,186.31,17.88,0.000059,,,,,,MORIGRO BASE,,0.3433,0.343241
,4049.82,93.53,60.48,41.4,186.96,17.48,0.000028,,,,,,MORIGRO BASE,,0.3467,0.346728
,3942.5,93.26,60.25,44.66,186.89,17.59,0.000084,,,,,,MORIGRO BASE,,0.35,0.349916
,3662.153746,92.87885955,56.44008445,37.16931959,182.1015547,18.23756242,1.50828E-05,,,,,,MORIGRO BASE,,0.278,0.277984917
,3583.481721,94.61536745,47.72407145,33.93406928,184.1877979,18.15319544,9.45765E-05,,,,,,MORIGRO BASE,,0.22,0.220094576
,4004.1,95.82,53.85,17.76,173.9,18.84,0.000001,,,,,,BMR BASE,,0.2667,0.266701
,3889.04,92.86,56.08,16.61,176.49,18.39,0.000064,,,,,,BMR BASE,,0.27,0.270064
,3977.01,94.89,50.45,17.26,172.84,17.88,0.000028,,,,,,BMR BASE,,0.2733,0.273328
,3975.74,96.97,58.0,20.65,176.81,17.91,0.000046,,,,,,BMR BASE,,0.2767,0.276654
,4118.13,97.06,59.87,21.46,179.1,17.95,0.000034,,,,,,BMR BASE,,0.28,0.279966
,4036.57,94.61,57.52,22.4,175.41,17.96,0.000047,,,,,,BMR BASE,,0.2833,0.283253
,3957.07,94.96,59.03,25.83,180.33,18.06,0.000019,,,,,,BMR BASE,,0.2867,0.286719
,4012.08,95.13,55.6,23.87,173.89,18.25,0.000079,,,,,,BMR BASE,,0.29,0.290079
,4006.01,97.24,59.59,26.92,182.22,18.13,0.000009,,,,,,BMR BASE,,0.2933,0.293291
,4095.45,94.26,57.81,22.97,179.89,18.12,0.000078,,,,,,BMR BASE,,0.2967,0.296778
,4118.56,95.79,53.04,24.09,182.91,17.94,0.000025,,,,,,BMR BASE,,0.3,0.299975
,4173.75,93.33,46.73,25.32,180.23,17.22,0.000026,,,,,,BMR BASE,,0.3033,0.303326
,4261.18,93.59,48.9,25.45,179.85,17.07,0.000032,,,,,,BMR BASE,,0.3067,0.306668
,3859.52,94.76,51.81,23.39,181.66,17.29,0.000027,,,,,,BMR BASE,,0.31,0.310027
,3980.3,94.28,51.82,24.51,180.67,17.15,0.000088,,,,,,BMR BASE,,0.3133,0.313212
,4016.03,93.24,55.74,29.26,186.03,18.0,0.000033,,,,,,BMR BASE,,0.3167,0.316667
,4130.35,93.03,52.02,28.41,180.54,17.21,0.000099,,,,,,BMR BASE,,0.32,0.319901
,4060.71,95.76,53.21,31.61,190.97,17.24,0.000055,,,,,,BMR BASE,,0.3233,0.323355
,4100.03,95.47,59.71,28.84,181.87,17.08,0.000005,,,,,,BMR BASE,,0.3267,0.326695
,4076.16,98.89,58.05,26.81,185.79,17.13,0.000095,,,,,,BMR BASE,,0.33,0.329905
,4218.2,94.07,53.28,29.11,187.83,17.04,0.00003,,,,,,BMR BASE,,0.3333,0.33333
,4083.73,96.28,52.63,27.47,189.31,16.92,0.000009,,,,,,BMR BASE,,0.3367,0.336709
,4131.45,92.68,52.91,29.2,187.46,17.19,0.000004,,,,,,BMR BASE,,0.34,0.339996
,4273.64,92.39,52.52,32.09,188.33,17.57,0.000054,,,,,,BMR BASE,,0.3433,0.343354
,4173.31,94.49,53.5,27.82,191.52,16.45,0.000034,,,,,,BMR BASE,,0.3467,0.346734
,4037.2,97.81,57.66,30.44,186.81,17.41,0.000089,,,,,,BMR BASE,,0.35,0.350089
0.0,3954.9311079077775,94.45976055285084,48.6254940047852,19.32750786639565,172.50786350143548,18.96226889703589,5.821013450624246e-05,0.0216394552067815,100.0,menengah,0.0,0.2689417898654938,BMR BASE,,0.269,
1.0,4208.694512984114,92.90771191305322,56.013646682243845,28.699410878647587,190.6548727013951,16.751303269434544,1.3470649717906014e-07,3.741847143862782e-05,38.0,tinggi,0.0,0.3599998652935028,BMR BASE,,0.36,
1.0,3905.2788959322415,94.51705193020004,44.83638640133726,20.8867494655602,174.5534716840486,18.29888208092669,0.07266210317611693,36.33105158805847,100.0,rendah,0.0052797812379766,0.2726621031761169,CKR BASE,,0.2,
1.0,3958.483778501467,93.25064970149444,53.72320503170738,31.112422878232174,174.36778855806637,18.497168825666424,0.0020924067497253285,0.789587452726539,52.0,menengah,4.378166006296113e-06,0.26709240674972534,CKR BASE,,0.265,