| LANDMark (oracle) | LANDMark (no oracle) | Extra trees | LinearSVC | Logistic regression | Random forest | Ridge regression | SGD (MH) | SGD (SH) |
---|---|---|---|---|---|---|---|---|---|
LANDMark (oracle) | 0.932 ± 0.005 0.933 ± 0.006 | 0.001 ± 0.003 | − 0.008 ± 0.005 | − 0.016 ± 0.007 | − 0.005 ± 0.005 | − 0.009 ± 0.006 | − 0.008 ± 0.004 | − 0.017 ± 0.007 | − 0.037 ± 0.007* |
LANDMark (no oracle) | − 0.001 ± 0.004 | 0.933 ± 0.006 0.935 ± 0.005 | − 0.009 ± 0.005 | − 0.016 ± 0.007 | − 0.006 ± 0.004 | − 0.10 ± 0.006 | − 0.008 ± 0.004 | − 0.018 ± 0.007 | − 0.038 ± 0.007* |
Extra trees | 0.013 ± 0.006 | 0.014 ± 0.005 | 0.924 ± 0.005 0.921 ± 0.005 | − 0.008 ± 0.007 | 0.002 ± 0.005 | − 0.002 ± 0.005 | 0.000 ± 0.005 | − 0.009 ± 0.007 | − 0.029 ± 0.008* |
LinearSVC | 0.007 ± 0.006 | 0.008 ± 0.004 | − 0.006 ± 0.007 | 0.916 ± 0.007 0.926 ± 0.005 | 0.010 ± 0.006 | 0.006 ± 0.009 | 0.008 ± 0.006 | − 0.001 ± 0.009 | − 0.021 ± 0.008 |
Logistic regression | 0.012 ± 0.005 | 0.014 ± 0.004 | 0.000 ± 0.005 | 0.005 ± 0.006 | 0.927 ± 0.005 0.921 ± 0.004 | − 0.004 ± 0.005 | − 0.002 ± 0.004 | − 0.012 ± 0.006 | − 0.032 ± 0.007* |
Random forest | 0.011 ± 0.004 | 0.013 ± 0.005 | − 0.001 ± 0.004 | 0.004 ± 0.007 | − 0.001 ± 0.004 | 0.922 ± 0.006 0.922 ± 0.006 | 0.002 ± 0.005 | − 0.007 ± 0.007 | − 0.027 ± 0.010 |
Ridge regression | 0.006 ± 0.004 | 0.008 ± 0.004 | − 0.006 ± 0.005 | − 0.001 ± 0.007 | − 0.006 ± 0.005 | 0.005 ± 0.005 | 0.924 ± 0.005 0.927 ± 0.006 | − 0.009 ± 0.006 | − 0.029 ± 0.007* |
SGD (MH) | 0.037 ± 0.009** | 0.038 ± 0.008 | 0.024 ± 0.010 | 0.030 ± 0.008** | 0.025 ± 0.008 | 0.031 ± 0.008** | 0.009 ± 0.006 | 0.915 ± 0.008 0.896 ± 0.008 | − 0.020 ± 0.010 |
SGD (SH) | 0.063 ± 0.012** | 0.064 ± 0.011** | 0.050 ± 0.010** | 0.055 ± 0.012** | 0.050 ± 0.011** | 0.056 ± 0.010** | 0.029 ± 0.007** | 0.020 ± 0.010 | 0.895 ± 0.008 0.871 ± 0.10 |