Table 6:
Estimation results corresponding to the latency parameters for the cutaneous melanoma data
Model | Estimates | SD | -value | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Age | Nod-Cat | Gender | Tum-Thick | Age | Nod-Cat | Gender | Tum-Thick | Age | Nod-Cat | Gender | Tum-Thick | |
Logit | 0.089 | 0.229 | 0.034 | −0.013 | 0.152 | 0.129 | 0.288 | 0.142 | 0.558 | 0.076 | 0.906 | 0.925 |
Spline | 0.084 | 0.196 | 0.033 | <-0.001 | 0.102 | 0.083 | 0.216 | 0.090 | 0.408 | 0.019 | 0.877 | 0.998 |
DT | 0.102 | 0.258 | −0.001 | 0.042 | 0.114 | 0.082 | 0.227 | 0.078 | 0.370 | 0.002 | 0.997 | 0.588 |
SVM | 0.117 | 0.278 | −0.002 | 0.048 | 0.091 | 0.085 | 0.201 | 0.069 | 0.201 | 0.001 | 0.991 | 0.491 |
NN | 0.084 | 0.156 | 0.035 | 0.005 | 0.078 | 0.089 | 0.202 | 0.094 | 0.283 | 0.081 | 0.861 | 0.960 |
XGB | 0.105 | 0.245 | 0.008 | 0.036 | 0.091 | 0.064 | 0.183 | 0.073 | 0.250 | <0.001 | 0.965 | 0.624 |
RF | 0.078 | 0.166 | 0.016 | 0.010 | 0.084 | 0.083 | 0.195 | 0.065 | 0.357 | 0.045 | 0.934 | 0.878 |