The Oracle Project

最新进展

Val Error: 
 Accuracy: 96.989%, Avg loss: 0.028614
 Within the Power Generation: 96.875%
 Utilization Rate:  91.673%

Test Error: 
 Accuracy: 97.106%, Avg loss: 0.028301
 Within the Power Generation: 97.292%
 Utilization Rate:  91.308%

Accuracy 计算公式为: $\mathbb{E}_{x,y}\ {\left|\frac{\mathbf{model(x).mean} - y}{y}\right|}$.

Within the Power Generation 计算公式为: $\mathbb{E}_{x,y}\ {\mathbb{I}\left[y \leq \mathbf{model(x).mean} + c\times \sqrt{\mathbf{model(x).variance}}\right]}$，其中 $c\equiv1$.

Utilization Rate 计算公式为：$\mathbb{E}_{x,y}\ \left[{1-\frac{y}{\mathbf{model(x).mean} + c\times \sqrt{\mathbf{model(x).variance}}}}\right]$，其中 $c\equiv1$.