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d2a8684 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 | Testing Session Information ======================================================================================================================== Session name: SimVP_chronologicalSplit Testing Session Start Time: 2025-06-08_15-34-43 Inputs: ['F10.7', 'Dst', 'ap', 'AE', 'pc', 'SW Temp', 'SW Density', 'SW Speed', 'SW Long Angle', 'SW Lat Angle', 'Flow Pressure', 'E Field', 'Scalar B', 'BZ (GSM)', 'Year', 'Day of Year', 'Hour'] Overall Metrics: RMSE(TECU): 4.3211 ± 1.1936 R²: 0.9554 ± 0.0231 SSIM: 0.9332 ± 0.0232 Per-Horizon Metrics: RMSE per step: [np.float32(3.14), np.float32(3.8173), np.float32(4.0891), np.float32(4.2207), np.float32(4.3474), np.float32(4.3733), np.float32(4.4025), np.float32(4.4396), np.float32(4.5058), np.float32(4.5201), np.float32(4.5775), np.float32(4.6087)] RMSE_std per step: [np.float32(0.8013), np.float32(1.0461), np.float32(1.1545), np.float32(1.2874), np.float32(1.3472), np.float32(1.3519), np.float32(1.4238), np.float32(1.4803), np.float32(1.4843), np.float32(1.5486), np.float32(1.5636), np.float32(1.5848)] R² per step: [np.float64(0.9764), np.float64(0.9651), np.float64(0.9593), np.float64(0.9564), np.float64(0.9538), np.float64(0.9524), np.float64(0.9519), np.float64(0.9514), np.float64(0.9492), np.float64(0.9491), np.float64(0.948), np.float64(0.9463)] R²_std per step: [np.float64(0.0096), np.float64(0.0164), np.float64(0.0216), np.float64(0.0276), np.float64(0.0292), np.float64(0.0325), np.float64(0.0331), np.float64(0.0328), np.float64(0.0353), np.float64(0.037), np.float64(0.0379), np.float64(0.0457)] SSIM per step: [np.float64(0.9595), np.float64(0.9425), np.float64(0.9346), np.float64(0.9319), np.float64(0.9294), np.float64(0.9288), np.float64(0.9294), np.float64(0.9294), np.float64(0.9279), np.float64(0.9289), np.float64(0.9276), np.float64(0.9279)] SSIM_std per step: [np.float64(0.0131), np.float64(0.0205), np.float64(0.0236), np.float64(0.0266), np.float64(0.028), np.float64(0.0282), np.float64(0.0298), np.float64(0.0306), np.float64(0.0309), np.float64(0.0321), np.float64(0.0321), np.float64(0.0325)] |