|
|
| Symmetric Loss | |||||||||||||
|
|
| 20 | 30 | 40 | 50 | 60 | 80 | 100 | |||||||
| Case |
| F | S | F | S | F | S | F | S | F | S | F | S | F | S |
|
| HC0 | 0.094 | 0.083 | 0.016 | 0.016 | 0.011 | 0.01 | 0.006 | 0.006 | 0.004 | 0.004 | 0.002 | 0.002 | 0.001 | 0.001 |
|
| HC1 | 0.036 | 0.021 | 0.002 | 0.001 | 0.002 | 0.001 | 7E−04 | 5E−04 | 6E−04 | 5E−04 | 1E−04 | 1E−04 | 1E−04 | 1E−04 |
| 1, a | HC2 | 1E−05 | 1E−05 | 2E−06 | 1E−06 | 2E−06 | 1E−06 | 1E−06 | 1E−07 | 4E−07 | 5E−07 | 1E−06 | 1E−06 | 4E−07 | 9E−08 |
|
| HC3 | 0.111 | 0.104 | 0.017 | 0.017 | 0.011 | 0.01 | 0.006 | 0.006 | 0.004 | 0.004 | 0.002 | 0.002 | 0.001 | 0.001 |
|
| HC4 | 0.565 | 0.663 | 0.006 | 0.011 | 0.007 | 0.015 | 0.003 | 0.004 | 0.003 | 0.004 | 4E−04 | 3E−04 | 8E−04 | 0.001 |
|
| HC5 | 0.663 | 0.565 | 0.011 | 0.006 | 0.015 | 0.007 | 0.004 | 0.003 | 0.004 | 0.003 | 3E−04 | 4E−04 | 0.001 | 8E−04 |
|
| HC0 | 0.055 | 0.036 | 0.027 | 0.019 | 0.01 | 0.009 | 0.007 | 0.007 | 0.003 | 0.003 | 0.002 | 0.002 | 1E−03 | 0.001 |
|
| HC1 | 0.014 | 0.003 | 0.009 | 0.003 | 0.002 | 0.001 | 0.001 | 7E−04 | 4E−04 | 3E−04 | 4E−04 | 4E−04 | 8E−05 | 8E−05 |
| 1, b | HC2 | 0.002 | 8E−04 | 0.001 | 3E−04 | 3E−04 | 2E−04 | 2E−04 | 1E−04 | 1E−04 | 1E−04 | 8E−05 | 8E−05 | 4E−05 | 4E−05 |
|
| HC3 | 0.042 | 0.04 | 0.018 | 0.018 | 0.009 | 0.01 | 0.006 | 0.006 | 0.003 | 0.004 | 0.002 | 0.002 | 0.001 | 0.001 |
|
| HC4 | 0.008 | 0.041 | 0.003 | 0.02 | 0.001 | 0.003 | 7E−04 | 0.003 | 5E−04 | 5E−04 | 4E−04 | 4E−04 | 2E−04 | 2E−04 |
|
| HC5 | 0.041 | 0.008 | 0.02 | 0.003 | 0.003 | 0.001 | 0.003 | 7E−04 | 5E−04 | 5E−04 | 4E−04 | 4E−04 | 2E−04 | 2E−04 |
|
| HC0 | 0.116 | 0.052 | 0.025 | 0.023 | 0.012 | 0.012 | 0.009 | 0.008 | 0.006 | 0.006 | 0.002 | 0.002 | 0.002 | 0.002 |
| 1, c | HC1 | 0.071 | 0.026 | 0.017 | 0.017 | 0.008 | 0.009 | 0.006 | 0.006 | 0.004 | 0.004 | 0.002 | 0.002 | 0.001 | 0.001 |
|
| HC2 | 0.018 | 0.01 | 0.008 | 0.009 | 0.004 | 0.004 | 0.003 | 0.003 | 0.002 | 0.002 | 8E−04 | 9E−04 | 5E−04 | 5E−04 |
|
| HC3 | 0.07 | 0.063 | 0.031 | 0.032 | 0.015 | 0.017 | 0.01 | 0.011 | 0.007 | 0.007 | 0.003 | 0.004 | 0.002 | 0.002 |
|
| HC4 | 0.023 | 0.118 | 0.021 | 0.023 | 0.007 | 0.01 | 0.007 | 0.008 | 0.006 | 0.006 | 0.001 | 0.002 | 0.001 | 0.001 |
|
| HC5 | 0.118 | 0.023 | 0.023 | 0.021 | 0.01 | 0.007 | 0.008 | 0.007 | 0.006 | 0.006 | 0.002 | 0.001 | 0.001 | 0.001 |
|
| HC0 | 0.061 | 0.045 | 0.019 | 0.016 | 0.009 | 0.009 | 0.008 | 0.008 | 0.004 | 0.004 | 0.002 | 0.002 | 0.001 | 0.001 |
|
| HC1 | 0.016 | 0.002 | 0.003 | 0.001 | 9E−04 | 5E−04 | 0.002 | 9E−04 | 3E−04 | 3E−04 | 2E−04 | 2E−04 | 5E−05 | 6E−05 |
| 1, d | HC2 | 2E−05 | 7E−06 | 3E−06 | 4E−06 | 9E−06 | 7E−06 | 3E−06 | 3E−06 | 5E−07 | 2E−06 | 3E−06 | 2E−06 | 9E−07 | 1E−07 |
|
| HC3 | 0.063 | 0.045 | 0.02 | 0.018 | 0.01 | 0.009 | 0.009 | 0.009 | 0.004 | 0.004 | 0.002 | 0.002 | 0.001 | 0.001 |
|
| HC4 | 0.009 | 0.134 | 0.008 | 0.03 | 0.002 | 0.008 | 0.005 | 0.026 | 9E−04 | 0.002 | 7E−04 | 0.001 | 2E−04 | 2E−04 |
|
| HC5 | 0.134 | 0.009 | 0.03 | 0.008 | 0.008 | 0.002 | 0.026 | 0.005 | 0.002 | 9E−04 | 0.001 | 7E−04 | 2E−04 | 2E−04 |
|
| HC0 | 0.061 | 0.043 | 0.023 | 0.021 | 0.018 | 0.015 | 0.01 | 0.008 | 0.009 | 0.005 | 0.004 | 0.003 | 0.002 | 0.002 |
|
| HC1 | 0.015 | 0.004 | 0.004 | 0.003 | 0.005 | 0.003 | 0.003 | 0.001 | 0.003 | 7E−04 | 0.001 | 7E−04 | 5E−04 | 2E−04 |
| 2, a | HC2 | 1E−05 | 1E−05 | 7E−07 | 2E−06 | 1E−06 | 1E−06 | 2E−06 | 2E−06 | 6E−07 | 2E−07 | 4E−07 | 1E−06 | 3E−06 | 1E−06 |
|
| HC3 | 0.078 | 0.048 | 0.025 | 0.022 | 0.02 | 0.017 | 0.011 | 0.009 | 0.01 | 0.005 | 0.005 | 0.003 | 0.003 | 0.002 |
|
| HC4 | 0.026 | 0.369 | 0.019 | 0.051 | 0.067 | 0.097 | 0.019 | 0.044 | 0.004 | 0.051 | 0.005 | 0.016 | 0.002 | 0.007 |
|
| HC5 | 0.369 | 0.026 | 0.051 | 0.019 | 0.097 | 0.067 | 0.044 | 0.019 | 0.067 | 0.004 | 0.017 | 0.005 | 0.007 | 0.002 |