Pred(25) Values,none-SWReg,none-SLReg,none-CART-On,none-CART-Off,none-PLSR,none-PCR,none-1NN,none-ABE0,none-NNet,log-SWReg,log-SLReg,log-CART-On,log-CART-Off,log-PLSR,log-PCR,log-1NN,log-ABE0,log-NNet,freq3bin-SWReg,freq3bin-SLReg,freq3bin-CART-On,freq3bin-CART-Off,freq3bin-PLSR,freq3bin-PCR,freq3bin-1NN,freq3bin-ABE0,freq3bin-NNet,freq5bin-SWReg,freq5bin-SLReg,freq5bin-CART-On,freq5bin-CART-Off,freq5bin-PLSR,freq5bin-PCR,freq5bin-1NN,freq5bin-ABE0,freq5bin-NNet,width3bin-SWReg,width3bin-SLReg,width3bin-CART-On,width3bin-CART-Off,width3bin-PLSR,width3bin-PCR,width3bin-1NN,width3bin-ABE0,width3bin-NNet,width5bin-SWReg,width5bin-SLReg,width5bin-CART-On,width5bin-CART-Off,width5bin-PLSR,width5bin-PCR,width5bin-1NN,width5bin-ABE0,width5bin-NNet,norm-SWReg,norm-SLReg,norm-CART-On,norm-CART-Off,norm-PLSR,norm-PCR,norm-1NN,norm-ABE0,norm-NNet,SWReg-SWReg,SWReg-SLReg,SWReg-CART-On,SWReg-CART-Off,SWReg-PLSR,SWReg-PCR,SWReg-1NN,SWReg-ABE0,SWReg-NNet,PCA-SWReg,PCA-SLReg,PCA-CART-On,PCA-CART-Off,PCA-PLSR,PCA-PCR,PCA-1NN,PCA-ABE0,PCA-NNet,SFS-SWReg,SFS-SLReg,SFS-CART-On,SFS-CART-Off,SFS-PLSR,SFS-PCR,SFS-1NN,SFS-ABE0,SFS-NNet,Top2-MoEMean,Top4-MoEMean,Top8-MoEMean,Top16-MoEMean,Top2-MoEMedian,Top4-MoEMedian,Top8-MoEMedian,Top16-MoEMedian,Top2-MoEIrwm,Top4-MoEIrwm,Top8-MoEIrwm,Top16-MoEIrwm
cocomo81o,25.4167,6.6667,24.5833,24.5833,31.25,22.0833,16.25,19.5833,20.8333,22.5,14.1667,24.5833,24.5833,34.5833,22.9167,20.8333,23.3333,22.0833,25,4.5833,22.5,22.5,21.25,25.8333,21.6667,25.4167,22.0833,24.1667,9.5833,21.6667,21.6667,23.3333,23.75,20.8333,25.4167,22.5,24.5833,4.5833,28.3333,28.3333,31.25,25.4167,22.9167,21.25,22.0833,23.3333,9.1667,21.6667,21.6667,33.3333,27.0833,19.5833,15.8333,22.0833,25.4167,5,24.5833,24.5833,32.5,29.1667,16.25,19.5833,22.0833,20.8333,22.5,16.6667,16.6667,21.25,19.1667,31.25,27.0833,20.8333,35,6.25,25,25,31.25,22.0833,27.5,23.3333,20.8333,26.25,28.75,17.0833,16.6667,31.25,30.8333,20.4167,16.6667,20.8333,26.25,31.25,15.8333,20.4167,26.25,30,33.3333,30.8333,28.3333,30.8333,31.25,20.8333
cocomo81s,7.2727,11.8182,6.3636,6.3636,12.7273,2.7273,14.5455,0,15.4545,7.2727,16.3636,6.3636,6.3636,8.1818,5.4545,14.5455,0,6.3636,7.2727,3.6364,6.3636,6.3636,8.1818,6.3636,13.6364,0,6.3636,8.1818,3.6364,6.3636,6.3636,9.0909,8.1818,13.6364,0,6.3636,3.6364,7.2727,6.3636,6.3636,3.6364,3.6364,14.5455,0,6.3636,5.4545,5.4545,6.3636,6.3636,10,5.4545,14.5455,0,6.3636,7.2727,15.4545,6.3636,6.3636,9.0909,8.1818,14.5455,0,6.3636,2.7273,3.6364,6.3636,6.3636,7.2727,7.2727,14.5455,0,6.3636,9.0909,3.6364,6.3636,6.3636,12.7273,2.7273,14.5455,0,15.4545,6.3636,13.6364,6.3636,6.3636,4.5455,4.5455,2.7273,0,6.3636,5.4545,4.5455,6.3636,4.5455,5.4545,6.3636,6.3636,7.2727,5.4545,4.5455,6.3636,3.6364
cocomo81,9.6825,7.4603,12.381,12.381,10.3175,13.0159,11.4286,8.4127,10.7937,4.6032,6.6667,12.381,12.381,6.8254,5.0794,16.0317,9.3651,5.7143,4.9206,6.3492,15.2381,15.2381,6.1905,6.6667,10.1587,11.4286,5.7143,5.7143,5.7143,13.0159,13.0159,6.8254,5.7143,11.4286,9.8413,5.7143,7.1429,5.7143,10.1587,10.1587,6.1905,8.4127,15.7143,8.254,5.7143,8.4127,7.9365,12.381,12.381,5.2381,8.0952,9.8413,9.2063,5.7143,9.6825,9.0476,12.381,12.381,7.3016,7.4603,11.4286,8.4127,5.7143,9.2063,11.1111,13.0159,13.0159,9.3651,11.2698,16.5079,13.3333,10.7937,8.7302,6.3492,12.381,12.381,10.3175,13.0159,19.2063,13.0159,10.7937,9.8413,8.8889,11.9048,13.3333,10.4762,9.5238,13.3333,9.8413,9.6825,8.254,9.3651,8.8889,12.381,8.254,9.5238,10,13.0159,7.7778,8.7302,9.0476,11.2698
cocomo81e,12.8571,8.2143,13.5714,13.5714,10.7143,13.9286,5.7143,4.6429,16.7857,8.2143,6.0714,13.5714,13.5714,8.2143,11.4286,8.2143,5.7143,7.1429,6.4286,3.9286,8.5714,8.5714,6.0714,10.3571,3.9286,10,7.1429,10.3571,3.2143,12.5,12.5,4.2857,10,6.7857,8.2143,7.1429,12.1429,8.9286,10,10,9.2857,10,5,5,7.1429,14.2857,9.2857,11.0714,11.0714,11.0714,8.5714,8.2143,7.1429,7.1429,12.8571,11.0714,13.5714,13.5714,9.2857,8.2143,5.7143,4.6429,7.1429,15,19.2857,12.5,12.5,14.6429,14.6429,6.4286,9.6429,16.7857,15.7143,6.4286,11.0714,11.0714,10.7143,13.9286,5,5,16.7857,12.5,9.2857,15,15,10.3571,9.2857,8.9286,10,7.1429,8.9286,11.7857,8.9286,12.1429,8.9286,12.8571,14.6429,15.7143,8.5714,11.4286,8.5714,9.6429
desharnaisL1,38.913,32.8261,36.087,36.087,38.4783,38.4783,31.087,39.1304,38.2609,29.5652,28.0435,36.7391,36.7391,28.4783,31.7391,38.913,37.1739,23.0435,24.5652,23.4783,31.9565,31.9565,24.3478,31.3043,38.2609,43.4783,22.8261,33.0435,23.4783,34.7826,34.7826,26.087,31.5217,33.2609,40,22.8261,30.8696,29.5652,32.1739,32.1739,33.4783,33.913,25.8696,24.7826,22.8261,29.3478,27.3913,31.087,31.087,28.0435,30.4348,35.4348,32.1739,23.0435,38.913,32.8261,36.087,36.087,31.3043,35.2174,31.087,39.1304,23.0435,44.5652,46.9565,38.2609,38.2609,45.8696,45.8696,39.7826,42.8261,41.087,33.913,13.913,34.5652,34.5652,38.4783,38.4783,37.6087,37.3913,38.2609,44.5652,41.5217,36.7391,36.7391,45.6522,45.8696,31.7391,33.913,41.087,28.913,33.913,40.8696,48.4783,28.913,39.1304,41.5217,43.4783,27.1739,26.087,35,47.8261
desharnais,34.8148,32.8395,33.5802,33.5802,38.2716,38.5185,29.1358,33.4568,35.679,28.642,26.7901,33.5802,33.5802,28.1481,34.1975,31.8519,30.9877,19.6296,25.4321,22.5926,30.1235,30.1235,29.2593,32.2222,24.9383,31.4815,19.6296,28.3951,25.4321,33.4568,33.4568,24.6914,31.8519,30.3704,33.2099,19.7531,31.6049,30.9877,31.8519,31.8519,31.6049,27.4074,25.1852,26.7901,19.6296,31.358,30.2469,30.1235,30.1235,28.1481,31.4815,35.1852,32.0988,19.7531,34.8148,31.7284,33.3333,33.3333,30.7407,28.3951,29.1358,33.4568,19.6296,34.4444,36.9136,39.3827,39.3827,36.7901,37.037,34.5679,36.5432,40.3704,34.6914,15.0617,27.4074,27.4074,38.2716,38.5185,27.4074,28.3951,35.679,33.9506,34.1975,37.5309,37.5309,33.0864,39.3827,32.0988,34.6914,40.8642,29.0123,34.0741,39.3827,39.7531,29.0123,35.4321,37.284,38.8889,24.5679,29.8765,34.4444,40.8642
desharnaisL2,43.2,31.6,35.2,35.2,42.8,42,26.8,33.2,25.2,38.4,22.4,35.2,35.2,31.2,36.4,28,41.6,6,36,24,32.8,32.8,26.4,28.8,33.6,36,6.4,30,25.2,30.4,30.4,29.6,32.8,24.4,36,6.4,42.4,18.4,31.6,31.6,38,40.4,20.4,38.8,6,34.4,34.8,31.2,31.2,35.2,41.2,26.8,34.4,6.4,43.2,31.6,35.2,35.2,36.8,39.2,26.8,33.2,6,49.6,51.6,35.2,35.2,49.6,49.6,24.4,35.2,30.4,43.6,17.2,35.6,35.6,42.8,42,34,37.2,25.2,47.2,48,34.8,34.8,51.6,51.6,32,40,30.4,24,36,37.6,41.6,24,37.6,38.4,46.8,16.8,27.2,34.4,45.6
desharnaisL3,17,17,20,20,29,31,32,30,51,14,4,20,20,24,34,37,32,20,21,17,20,20,19,29,44,30,20,15,3,20,20,25,30,37,31,20,14,15,20,20,18,27,26,31,20,21,15,20,20,12,32,32,28,20,17,18,20,20,23,29,32,30,20,17,19,20,20,24,24,36,26,45,19,16,20,20,29,31,11,17,51,21,23,20,20,30,30,40,24,45,5,14,12,17,5,20,12,25,7,14,12,13
nasa93,17.957,18.2796,26.5591,26.5591,20,19.0323,24.6237,14.7312,17.957,14.6237,12.1505,26.5591,26.5591,13.6559,14.6237,34.086,17.4194,11.6129,10.6452,10.5376,14.3011,14.3011,9.6774,11.9355,13.9785,19.3548,11.6129,12.4731,12.4731,22.4731,22.4731,12.2581,13.3333,12.7957,19.3548,11.7204,11.5054,11.3978,13.6559,13.6559,12.5806,12.3656,10.5376,14.8387,11.5054,15.8065,15.6989,18.4946,18.4946,12.7957,12.7957,10.6452,15.3763,11.5054,17.957,21.7204,26.5591,26.5591,10.9677,13.7634,24.6237,14.7312,11.5054,17.5269,20.5376,29.0323,29.0323,22.7957,23.7634,34.7312,32.043,17.957,18.6022,11.828,25.0538,25.0538,20,19.0323,23.4409,14.8387,17.957,17.5269,25.2688,30.2151,30.2151,22.9032,22.9032,27.6344,15.914,17.957,22.4731,20.4301,22.4731,25.0538,22.4731,23.1183,24.7312,27.7419,16.3441,21.6129,22.4731,24.9462
nasa93_center_1,19.1667,13.3333,3.3333,3.3333,20.8333,29.1667,45,40,33.3333,15.8333,15.8333,3.3333,3.3333,25,20,41.6667,41.6667,3.3333,9.1667,11.6667,3.3333,3.3333,9.1667,14.1667,25,35,3.3333,10.8333,13.3333,3.3333,3.3333,17.5,13.3333,27.5,33.3333,3.3333,30.8333,19.1667,3.3333,3.3333,20,7.5,34.1667,40.8333,3.3333,43.3333,20.8333,3.3333,3.3333,29.1667,10.8333,34.1667,40.8333,3.3333,19.1667,13.3333,3.3333,3.3333,22.5,7.5,45,40,3.3333,29.1667,38.3333,3.3333,3.3333,29.1667,29.1667,46.6667,37.5,33.3333,20.8333,11.6667,3.3333,3.3333,20.8333,29.1667,22.5,33.3333,33.3333,29.1667,36.6667,3.3333,3.3333,27.5,29.1667,44.1667,35.8333,33.3333,25,10,11.6667,13.3333,25,3.3333,7.5,20,16.6667,15,11.6667,13.3333
nasa93_center_2,46.4865,42.1622,25.6757,25.6757,30.5405,31.8919,42.7027,13.2432,19.7297,15.4054,19.4595,25.6757,25.6757,17.027,11.6216,48.9189,21.6216,9.7297,12.7027,9.4595,21.3514,21.3514,14.3243,10.2703,17.8378,13.5135,9.7297,12.1622,10.2703,22.4324,22.4324,13.2432,11.6216,19.4595,17.8378,9.7297,14.0541,8.1081,11.0811,11.0811,12.4324,14.5946,12.7027,10.8108,9.7297,21.0811,13.7838,20.8108,20.8108,14.5946,12.1622,18.6486,12.973,9.7297,46.4865,42.4324,25.6757,25.6757,19.7297,14.0541,42.7027,13.2432,9.7297,48.9189,30,26.7568,26.7568,27.2973,36.7568,53.5135,13.2432,19.7297,40.2703,37.027,27.2973,27.2973,30.5405,31.8919,34.0541,14.0541,19.7297,21.8919,35.6757,23.2432,23.5135,21.8919,21.8919,42.7027,42.7027,19.7297,20.8108,18.1081,22.4324,35.6757,20.8108,29.1892,35.9459,42.4324,15.9459,13.7838,16.7568,29.1892
nasa93_center_5,24.359,15.641,24.8718,24.8718,32.5641,33.0769,16.4103,22.8205,18.2051,23.5897,10.7692,25.1282,25.1282,18.4615,20.7692,26.4103,21.5385,9.7436,9.2308,8.7179,14.1026,14.1026,15.3846,13.0769,16.4103,19.2308,9.7436,14.6154,15.3846,17.1795,17.1795,19.2308,11.7949,17.9487,17.9487,9.7436,12.5641,12.0513,20.5128,20.5128,15.3846,21.2821,16.4103,16.6667,9.7436,18.9744,12.0513,20.2564,20.2564,17.4359,20.5128,16.6667,19.7436,9.7436,24.359,12.8205,24.8718,24.8718,20.2564,22.8205,16.4103,22.8205,9.7436,26.6667,10.7692,25.641,25.641,26.6667,26.6667,28.7179,26.6667,18.2051,24.1026,15.3846,23.5897,23.5897,32.5641,33.0769,24.6154,18.4615,18.2051,24.6154,25.1282,25.3846,25.641,28.4615,28.2051,21.0256,19.4872,18.2051,21.2821,27.9487,20.2564,29.4872,21.2821,28.9744,29.4872,28.7179,16.6667,23.8462,23.3333,28.2051
sdr,13.75,9.1667,20.4167,20.4167,7.5,12.9167,34.1667,32.9167,16.6667,10.8333,11.6667,20,20,11.25,8.75,31.25,32.5,12.5,8.3333,3.75,7.9167,7.9167,7.5,13.75,27.5,25.4167,12.0833,7.0833,5.4167,15.4167,15.4167,8.3333,11.25,25.4167,29.1667,12.0833,20,24.5833,19.1667,19.1667,9.1667,8.3333,34.5833,37.0833,12.0833,15.4167,24.5833,18.75,18.75,7.9167,10,32.0833,30,12.0833,13.75,9.1667,20.4167,20.4167,10.4167,9.5833,34.1667,32.9167,12.0833,14.5833,23.75,21.6667,21.6667,9.1667,13.3333,22.0833,32.0833,16.6667,7.9167,7.5,17.5,17.5,7.5,12.9167,27.5,21.6667,16.6667,15,5.4167,36.6667,36.6667,15,15,25,38.75,16.6667,12.5,10,2.5,4.5833,12.5,15,14.1667,25.4167,11.6667,9.1667,5.8333,2.5
albrecht,26.25,27.5,24.1667,24.1667,34.1667,33.3333,31.25,30.8333,37.9167,20.8333,14.5833,23.75,23.75,17.5,17.5,32.5,30,14.5833,13.3333,15,15.4167,15.4167,16.25,15.8333,20.4167,31.25,14.5833,18.3333,13.3333,27.5,27.5,21.25,19.1667,26.6667,31.6667,14.5833,27.9167,15.4167,21.6667,21.6667,37.5,31.6667,24.5833,17.9167,14.5833,26.25,25.4167,26.25,26.25,38.75,39.1667,32.9167,22.9167,15.4167,26.25,35,24.1667,24.1667,32.0833,33.3333,31.25,30.8333,14.5833,32.5,28.3333,27.0833,27.0833,35,35,28.75,30.4167,36.25,26.25,12.5,23.3333,23.3333,34.1667,33.3333,27.9167,21.25,37.9167,29.5833,34.1667,29.1667,29.1667,30.8333,32.0833,33.75,29.5833,36.25,20.4167,32.5,32.0833,37.5,20.4167,30.4167,32.9167,34.1667,16.6667,27.5,33.75,34.5833
finnish,32.8947,39.4737,48.9474,48.9474,48.4211,48.1579,31.0526,22.8947,20.7895,30,38.6842,48.9474,48.9474,33.1579,33.6842,29.7368,18.1579,18.9474,31.5789,19.2105,39.7368,39.7368,37.1053,36.0526,26.8421,28.1579,18.9474,41.5789,19.2105,48.1579,48.1579,35.7895,31.8421,29.7368,35.5263,18.9474,32.6316,26.8421,30.5263,30.5263,33.1579,30,29.7368,23.9474,18.9474,35,31.5789,50.2632,50.2632,34.7368,28.6842,32.1053,30.2632,18.9474,32.8947,34.2105,48.9474,48.9474,36.0526,26.8421,31.0526,22.8947,18.9474,32.8947,21.5789,50.2632,50.2632,36.5789,36.5789,51.5789,31.8421,18.9474,40,5.5263,25.2632,25.2632,48.4211,48.1579,27.6316,21.3158,20.7895,39.7368,38.9474,26.0526,26.0526,47.8947,47.6316,30.5263,22.8947,20.7895,23.9474,41.8421,42.1053,41.3158,23.9474,53.9474,52.6316,54.4737,22.6316,31.3158,41.8421,38.1579
kemerer,15.3333,13.3333,13.3333,13.3333,18,17.3333,28,30.6667,19.3333,20.6667,15.3333,13.3333,13.3333,21.3333,25.3333,30,30,23.3333,20.6667,13.3333,14.6667,14.6667,16.6667,16,22.6667,36.6667,23.3333,16.6667,10.6667,16,16,14.6667,25.3333,29.3333,32.6667,23.3333,13.3333,21.3333,16,16,17.3333,18.6667,24.6667,26,23.3333,24.6667,14.6667,14,14,19.3333,24,29.3333,30,23.3333,15.3333,8.6667,13.3333,13.3333,23.3333,20,28,30.6667,23.3333,16.6667,29.3333,15.3333,15.3333,18.6667,18.6667,24,32,28.6667,16,8.6667,14.6667,14.6667,18,17.3333,25.3333,18,19.3333,18,23.3333,15.3333,15.3333,21.3333,21.3333,22.6667,27.3333,28.6667,24.6667,23.3333,26,30,24.6667,14.6667,21.3333,22.6667,24.6667,25.3333,23.3333,26
maxwell,30.3226,23.0645,30.1613,30.1613,34.1935,33.3871,16.6129,24.5161,19.0323,20.8065,16.2903,30.1613,30.1613,22.5806,24.0323,15.9677,26.4516,24.0323,20.4839,9.5161,19.3548,19.3548,21.129,19.0323,17.5806,24.5161,24.0323,24.0323,11.9355,25,25,23.5484,18.3871,17.4194,23.5484,24.0323,22.5806,18.3871,20.4839,20.4839,24.5161,21.2903,14.8387,24.8387,24.0323,28.3871,23.5484,25,25,28.7097,20,14.6774,24.8387,24.0323,30.3226,24.8387,30.1613,30.1613,24.6774,18.7097,16.6129,24.5161,24.0323,30,26.6129,29.1935,29.1935,31.6129,31.6129,28.5484,31.2903,19.0323,26.129,13.5484,25.6452,25.6452,34.1935,33.3871,12.7419,14.5161,19.0323,29.3548,32.7419,30.8065,30.8065,32.0968,31.2903,20.1613,23.3871,19.0323,27.4194,32.2581,29.1935,32.0968,27.4194,32.5806,34.3548,35.4839,28.2258,30.9677,32.4194,32.2581
miyazaki94,27.2917,27.2917,31.25,31.25,32.0833,29.7917,28.125,24.5833,20,17.9167,11.875,30.4167,30.4167,14.1667,14.1667,30.2083,33.5417,12.5,13.3333,11.875,21.875,21.875,11.6667,12.5,29.1667,34.375,12.2917,14.5833,13.75,24.375,24.375,13.3333,15.4167,27.9167,34.375,12.2917,32.2917,13.75,26.4583,26.4583,25.2083,20.625,17.7083,21.25,12.5,30.2083,13.3333,24.5833,24.5833,26.25,24.1667,15.625,20.8333,12.7083,27.2917,28.75,31.25,31.25,29.7917,23.9583,28.125,24.5833,12.5,27.7083,27.5,29.5833,29.5833,30.4167,28.9583,36.0417,34.1667,32.9167,27.5,15.4167,27.5,27.5,32.0833,29.7917,18.75,20.4167,20,28.125,31.6667,25.2083,24.375,29.5833,31.875,31.6667,31.25,21.25,20.625,27.0833,24.375,35.4167,20.625,32.7083,32.7083,36.6667,17.9167,23.5417,22.0833,32.7083
telecom1,34.4444,22.2222,36.6667,36.6667,33.8889,33.8889,34.4444,35.5556,34.4444,27.2222,21.1111,36.6667,36.6667,25.5556,25.5556,38.3333,43.3333,26.1111,20.5556,35,18.8889,18.8889,21.1111,21.1111,20,29.4444,26.1111,35,36.6667,30.5556,30.5556,24.4444,24.4444,28.8889,39.4444,26.1111,30,41.6667,28.3333,28.3333,35.5556,35.5556,33.3333,39.4444,26.1111,25.5556,29.4444,31.1111,31.1111,22.7778,22.7778,32.2222,35,26.1111,34.4444,20.5556,36.6667,36.6667,33.8889,33.8889,34.4444,35.5556,26.1111,37.2222,25.5556,36.6667,36.6667,38.3333,38.3333,32.2222,38.3333,37.2222,35,13.8889,31.6667,31.6667,33.8889,33.8889,30,27.2222,34.4444,37.2222,25.5556,36.6667,36.6667,38.3333,38.3333,32.2222,38.3333,37.2222,30,45,42.2222,34.4444,30,37.2222,39.4444,35.5556,27.7778,37.2222,43.3333,38.8889
china,77.2745,79.7395,92.3647,92.3647,87.976,87.9158,38.5371,36.3327,80.8016,16.1323,14.5691,92.3848,92.3848,15.1904,15.6513,39.6192,38.4369,13.6473,14.8096,15.8717,41.9238,41.9238,14.6293,14.2685,31.0822,37.014,13.507,15.2104,16.5531,55.0902,55.0902,13.9279,15.2906,32.3848,44.0481,13.5271,18.4369,18.5772,19.2385,19.2385,18.6573,14.1283,13.4469,17.2345,13.487,24.6293,24.489,21.6633,21.6633,24.7896,12.3447,19.0581,19.7395,13.5671,77.2745,76.3527,92.3647,92.3647,47.6152,15.9719,38.5371,36.3327,13.507,77.8156,80.4208,93.2465,93.2465,87.7154,87.6553,40.5411,42.0641,85.4309,75.7916,12.0842,93.487,93.487,87.976,87.9158,31.2625,31.5832,80.8016,84.5491,83.5872,93.7475,93.6273,88.1764,88.1563,70.4409,72.3246,86.994,26.4529,45.0301,45.8116,54.008,26.4529,91.8637,89.4389,95.8717,20.0802,33.4469,40.7014,49.8597