| model,MAE,MSE,RMSE,R2,MAPE,tol_2pct |
| Weighted Avg Ensemble,3.737822790616429,37.739016006374186,6.1432089339671805,0.8976655649469139,5.478476687258817,0.3482758620689655 |
| tft,4.732738753085752,46.68825874782447,6.832880706394959,0.8733984854887593,7.499287950788588,0.21379310344827587 |
| Stacking Ensemble,5.76908337148985,60.03540223313905,7.7482515597481125,0.8372059046352616,10.924057540803656,0.12413793103448276 |
| vae_lstm,8.494939970437716,100.78674732190278,10.039260297546965,0.7267031327397879,14.250142040133243,0.09310344827586207 |
| batterygpt,8.020673063309337,129.06954589210812,11.360877866261397,0.6500105074494692,12.874349389916773,0.28620689655172415 |
| vanilla_lstm,10.561354979478219,155.95773910638056,12.488304092485118,0.5770995427937917,14.375050332959946,0.15862068965517243 |
| bidirectional_lstm,11.134867385317946,167.3343794115467,12.935779041540046,0.5462502472468515,17.124593156141298,0.10689655172413794 |
| attention_lstm,14.181327172488002,288.23989200564256,16.977629163273726,0.21839863277892768,24.827876450140888,0.15862068965517243 |
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