Processed window starting at index 0, Best Params: (49, 3, 20, 2), Out-of-Sample Return: 8.02% Processed window starting at index 60, Best Params: (49, 5, 20, 1), Out-of-Sample Return: 18.38% Processed window starting at index 120, Best Params: (77, 5, 20, 1), Out-of-Sample Return: 4.57% Processed window starting at index 180, Best Params: (21, 5, 30, 3), Out-of-Sample Return: 10.02% Processed window starting at index 240, Best Params: (49, 5, 20, 1), Out-of-Sample Return: 17.36% Processed window starting at index 300, Best Params: (21, 2, 20, 1), Out-of-Sample Return: 23.26% Processed window starting at index 360, Best Params: (21, 5, 20, 2), Out-of-Sample Return: 24.63% Processed window starting at index 420, Best Params: (21, 5, 20, 2), Out-of-Sample Return: 5.10% Processed window starting at index 480, Best Params: (49, 5, 20, 3), Out-of-Sample Return: 4.76% Processed window starting at index 540, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 11.19% Processed window starting at index 600, Best Params: (21, 5, 30, 1), Out-of-Sample Return: 15.44% Processed window starting at index 660, Best Params: (49, 2, 20, 1), Out-of-Sample Return: 41.77% Processed window starting at index 720, Best Params: (21, 2, 20, 2), Out-of-Sample Return: 21.30% Processed window starting at index 780, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 16.70% Processed window starting at index 840, Best Params: (21, 5, 30, 1), Out-of-Sample Return: 12.42% Processed window starting at index 900, Best Params: (49, 5, 20, 1), Out-of-Sample Return: 16.57% Processed window starting at index 960, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 14.81% Processed window starting at index 1020, Best Params: (21, 5, 30, 1), Out-of-Sample Return: 10.43% Processed window starting at index 1080, Best Params: (21, 5, 20, 3), Out-of-Sample Return: 15.93% Processed window starting at index 1140, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 13.99% Processed window starting at index 1200, Best Params: (49, 5, 20, 1), Out-of-Sample Return: 6.23% Processed window starting at index 1260, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 7.70% Processed window starting at index 1320, Best Params: (21, 5, 30, 1), Out-of-Sample Return: 6.24% Processed window starting at index 1380, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 7.25% Processed window starting at index 1440, Best Params: (21, 2, 30, 1), Out-of-Sample Return: 6.22% Processed window starting at index 1500, Best Params: (49, 5, 20, 3), Out-of-Sample Return: 8.67% Processed window starting at index 1560, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 7.68% Processed window starting at index 1620, Best Params: (21, 5, 20, 3), Out-of-Sample Return: 9.61% Processed window starting at index 1680, Best Params: (49, 5, 20, 1), Out-of-Sample Return: 6.38% Processed window starting at index 1740, Best Params: (21, 5, 30, 1), Out-of-Sample Return: 16.00% Processed window starting at index 1800, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 11.15% Processed window starting at index 1860, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 10.23% Processed window starting at index 1920, Best Params: (21, 2, 20, 1), Out-of-Sample Return: 5.53% Processed window starting at index 1980, Best Params: (21, 5, 40, 1), Out-of-Sample Return: 5.47% Processed window starting at index 2040, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 7.80% Processed window starting at index 2100, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 7.97% Processed window starting at index 2160, Best Params: (21, 5, 30, 1), Out-of-Sample Return: 1.28% Processed window starting at index 2220, Best Params: (21, 5, 20, 2), Out-of-Sample Return: 2.67% Processed window starting at index 2280, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 6.15% Processed window starting at index 2340, Best Params: (21, 5, 20, 3), Out-of-Sample Return: 6.37% Processed window starting at index 2400, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 5.74% Processed window starting at index 2460, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 2.99% Processed window starting at index 2520, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 3.61% Processed window starting at index 2580, Best Params: (49, 5, 40, 1), Out-of-Sample Return: 7.08% Processed window starting at index 2640, Best Params: (21, 5, 40, 1), Out-of-Sample Return: 8.41% Processed window starting at index 2700, Best Params: (21, 5, 40, 1), Out-of-Sample Return: 9.82% Processed window starting at index 2760, Best Params: (21, 5, 30, 1), Out-of-Sample Return: 7.17% Processed window starting at index 2820, Best Params: (21, 2, 30, 1), Out-of-Sample Return: 8.40% Processed window starting at index 2880, Best Params: (21, 5, 30, 1), Out-of-Sample Return: 8.61% Processed window starting at index 2940, Best Params: (21, 5, 30, 3), Out-of-Sample Return: 5.94% Processed window starting at index 3000, Best Params: (21, 5, 30, 1), Out-of-Sample Return: 6.99% Processed window starting at index 3060, Best Params: (21, 3, 20, 1), Out-of-Sample Return: 11.21% Processed window starting at index 3120, Best Params: (21, 3, 20, 1), Out-of-Sample Return: 5.91% Processed window starting at index 3180, Best Params: (21, 2, 20, 1), Out-of-Sample Return: 5.74% Processed window starting at index 3240, Best Params: (49, 5, 20, 1), Out-of-Sample Return: 26.87% Processed window starting at index 3300, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 24.51% Processed window starting at index 3360, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 11.50% Processed window starting at index 3420, Best Params: (77, 5, 20, 1), Out-of-Sample Return: 4.44% Processed window starting at index 3480, Best Params: (21, 3, 20, 1), Out-of-Sample Return: 10.21% Processed window starting at index 3540, Best Params: (21, 5, 30, 3), Out-of-Sample Return: 11.68% Processed window starting at index 3600, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 19.49% Processed window starting at index 3660, Best Params: (21, 5, 40, 1), Out-of-Sample Return: 10.53% Processed window starting at index 3720, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 11.71% Processed window starting at index 3780, Best Params: (21, 5, 30, 1), Out-of-Sample Return: 21.27% Processed window starting at index 3840, Best Params: (49, 5, 20, 1), Out-of-Sample Return: 4.20% Processed window starting at index 3900, Best Params: (49, 5, 20, 1), Out-of-Sample Return: 4.87% Processed window starting at index 3960, Best Params: (49, 5, 20, 2), Out-of-Sample Return: 1.57% Processed window starting at index 4020, Best Params: (21, 5, 30, 1), Out-of-Sample Return: 12.56% Processed window starting at index 4080, Best Params: (21, 5, 30, 1), Out-of-Sample Return: 9.42% Processed window starting at index 4140, Best Params: (21, 5, 40, 1), Out-of-Sample Return: 15.58% Processed window starting at index 4200, Best Params: (21, 2, 20, 1), Out-of-Sample Return: 20.31% Processed window starting at index 4260, Best Params: (21, 2, 20, 1), Out-of-Sample Return: 10.51% Processed window starting at index 4320, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 16.38% Processed window starting at index 4380, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 11.93% Processed window starting at index 4440, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 10.62% Processed window starting at index 4500, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 14.38% Processed window starting at index 4560, Best Params: (49, 5, 20, 1), Out-of-Sample Return: 6.49% Processed window starting at index 4620, Best Params: (21, 2, 30, 1), Out-of-Sample Return: 19.49% Processed window starting at index 4680, Best Params: (21, 5, 40, 1), Out-of-Sample Return: 23.55% Processed window starting at index 4740, Best Params: (21, 5, 40, 1), Out-of-Sample Return: 11.44% Processed window starting at index 4800, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 17.99% Processed window starting at index 4860, Best Params: (21, 2, 20, 1), Out-of-Sample Return: 45.29% Processed window starting at index 4920, Best Params: (21, 3, 20, 2), Out-of-Sample Return: 25.52% Processed window starting at index 4980, Best Params: (21, 5, 20, 3), Out-of-Sample Return: 15.16% Processed window starting at index 5040, Best Params: (21, 5, 30, 1), Out-of-Sample Return: 19.77% Processed window starting at index 5100, Best Params: (21, 3, 30, 1), Out-of-Sample Return: 17.04% Processed window starting at index 5160, Best Params: (21, 5, 30, 1), Out-of-Sample Return: 24.94% Processed window starting at index 5220, Best Params: (49, 5, 20, 1), Out-of-Sample Return: 14.71% Processed window starting at index 5280, Best Params: (21, 5, 30, 1), Out-of-Sample Return: 21.77% Processed window starting at index 5340, Best Params: (21, 5, 30, 1), Out-of-Sample Return: 17.27% Processed window starting at index 5400, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 18.67% Processed window starting at index 5460, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 14.35% Processed window starting at index 5520, Best Params: (21, 5, 20, 3), Out-of-Sample Return: 11.45% Processed window starting at index 5580, Best Params: (21, 5, 20, 2), Out-of-Sample Return: 6.96% Processed window starting at index 5640, Best Params: (21, 5, 20, 1), Out-of-Sample Return: -2.78% Processed window starting at index 5700, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 15.36% Processed window starting at index 5760, Best Params: (21, 5, 30, 2), Out-of-Sample Return: 16.16% Processed window starting at index 5820, Best Params: (49, 5, 20, 1), Out-of-Sample Return: 19.68% Processed window starting at index 5880, Best Params: (49, 5, 20, 1), Out-of-Sample Return: 12.04% Processed window starting at index 5940, Best Params: (49, 5, 20, 1), Out-of-Sample Return: 2.67% Processed window starting at index 6000, Best Params: (49, 5, 20, 2), Out-of-Sample Return: -0.62% Processed window starting at index 6060, Best Params: (21, 2, 20, 2), Out-of-Sample Return: 5.57% Processed window starting at index 6120, Best Params: (21, 2, 20, 2), Out-of-Sample Return: 0.94% Processed window starting at index 6180, Best Params: (49, 5, 40, 2), Out-of-Sample Return: -0.01% Processed window starting at index 6240, Best Params: (21, 5, 20, 2), Out-of-Sample Return: 8.15% Processed window starting at index 6300, Best Params: (21, 5, 20, 1), Out-of-Sample Return: -3.20% Processed window starting at index 6360, Best Params: (21, 3, 20, 1), Out-of-Sample Return: 12.77% Processed window starting at index 6420, Best Params: (21, 3, 20, 1), Out-of-Sample Return: 18.22% Processed window starting at index 6480, Best Params: (21, 5, 40, 1), Out-of-Sample Return: 17.88% Processed window starting at index 6540, Best Params: (21, 5, 20, 3), Out-of-Sample Return: 23.95% Processed window starting at index 6600, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 20.08% Processed window starting at index 6660, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 10.70% Processed window starting at index 6720, Best Params: (21, 5, 30, 1), Out-of-Sample Return: 28.59% Processed window starting at index 6780, Best Params: (21, 3, 20, 1), Out-of-Sample Return: 22.28% Processed window starting at index 6840, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 36.37% Processed window starting at index 6900, Best Params: (21, 5, 20, 2), Out-of-Sample Return: 24.21% Processed window starting at index 6960, Best Params: (21, 5, 20, 3), Out-of-Sample Return: 17.80% Processed window starting at index 7020, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 10.09% Processed window starting at index 7080, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 1.87% Processed window starting at index 7140, Best Params: (21, 3, 30, 1), Out-of-Sample Return: 6.30% Processed window starting at index 7200, Best Params: (49, 5, 30, 2), Out-of-Sample Return: 16.84% Processed window starting at index 7260, Best Params: (21, 5, 20, 1), Out-of-Sample Return: 18.70% Processed window starting at index 7320, Best Params: (49, 5, 20, 2), Out-of-Sample Return: 17.07% Processed window starting at index 7380, Best Params: (49, 5, 20, 3), Out-of-Sample Return: 14.13% Average Out-of-Sample Performance: 12.57%