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original-regression

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original-regression
File size: 2,588 Bytes 
12965df
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "loss": [
    0.2002866566181183,
    0.16450715065002441,
    0.16162490844726562,
    0.13846160471439362,
    0.1370704025030136,
    0.12303595244884491,
    0.12239839881658554,
    0.11453156918287277,
    0.11139721423387527,
    0.10718178749084473,
    0.11030684411525726,
    0.10033538937568665,
    0.09755025058984756
  ],
  "mean_absolute_percentage_error": [
    30592810.0,
    25650706.0,
    23570664.0,
    18152892.0,
    22360892.0,
    19594730.0,
    19815070.0,
    19134290.0,
    20519984.0,
    19095082.0,
    18768858.0,
    19284938.0,
    19407888.0
  ],
  "mean_squared_error": [
    0.070297472178936,
    0.050480809062719345,
    0.04433874413371086,
    0.031115179881453514,
    0.032924145460128784,
    0.02739417925477028,
    0.026433885097503662,
    0.024456830695271492,
    0.024061361327767372,
    0.023485379293560982,
    0.023039668798446655,
    0.020794739946722984,
    0.020602647215127945
  ],
  "r_square": [
    -0.33299946784973145,
    0.07522600889205933,
    0.1703510284423828,
    0.39523375034332275,
    0.3931241035461426,
    0.4886936545372009,
    0.4866647720336914,
    0.5453231930732727,
    0.5572881698608398,
    0.5858103632926941,
    0.5866148471832275,
    0.6219077110290527,
    0.6337677836418152
  ],
  "val_loss": [
    0.13097132742404938,
    0.13207462430000305,
    0.1178034245967865,
    0.10907817631959915,
    0.10593356937170029,
    0.10626890510320663,
    0.13142022490501404,
    0.09724638611078262,
    0.09656701982021332,
    0.09877333045005798,
    0.10263007879257202,
    0.10031348466873169,
    0.10423361510038376
  ],
  "val_mean_absolute_percentage_error": [
    17409290.0,
    13115366.0,
    18215676.0,
    16178576.0,
    17164228.0,
    18605858.0,
    21867794.0,
    16510411.0,
    16056765.0,
    15414953.0,
    18927270.0,
    16527705.0,
    16385822.0
  ],
  "val_mean_squared_error": [
    0.029449447989463806,
    0.027881983667612076,
    0.025289261713624,
    0.02198530174791813,
    0.021477626636624336,
    0.02253657393157482,
    0.030661413446068764,
    0.01950843818485737,
    0.01957276649773121,
    0.02027389034628868,
    0.02235679142177105,
    0.021305089816451073,
    0.022420760244131088
  ],
  "val_r_square": [
    0.46611565351486206,
    0.48895061016082764,
    0.540178656578064,
    0.6034865975379944,
    0.6122090816497803,
    0.5877770185470581,
    0.4332190155982971,
    0.6430784463882446,
    0.6397014856338501,
    0.6282687187194824,
    0.5899571776390076,
    0.6106732487678528,
    0.5909512639045715
  ]
}