Variance-Bias Ratio | 0.016 | 0.000 | 0.016 | 0.016 | 0.016 | 0.017 | ||
Percent Change from Raw | ~ | 284.707 | 100.000 | 100.000 | 100.000 | 99.918 | ||
Gradient Boosting | Total Loss | 0.243 | 2.096 | 0.243 | 0.243 | 0.243 | 0.243 | |
Bias | 0.240 | 2.096 | 0.240 | 0.240 | 0.240 | 0.240 | ||
Variance | 0.003 | 0.000 | 0.003 | 0.003 | 0.003 | 0.003 | ||
Noise | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
Variance-Bias Ratio | 0.012 | 0.000 | 0.012 | 0.012 | 0.012 | 0.012 | ||
Percent Change from Raw | ~ | 862.207 | 100.000 | 100.000 | 100.000 | 100.000 | ||
Neural Network | Total Loss | 0.244 | 0.792 | 0.244 | 0.244 | 0.244 | 0.244 | |
Bias | 0.241 | 0.623 | 0.241 | 0.241 | 0.241 | 0.241 | ||
Variance | 0.002 | 0.169 | 0.002 | 0.002 | 0.002 | 0.002 | ||
Noise | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
Variance-Bias Ratio | 0.010 | 0.271 | 0.010 | 0.010 | 0.010 | 0.010 | ||
Percent Change from Raw | ~ | 325.239 | 100.000 | 100.041 | 100.020 | 99.980 |