Algorithm |
Claims RMSE |
LR RMSE |
Coverage |
CRPS |
NLPD |
K-S |
|
|
comauto: \(z_{KS}=0.1461\) |
Mack CL |
8718 |
0.057 |
0.774 |
217821 |
1304.2 |
0.184 |
Bootstrap CL |
8820 |
0.122 |
0.774 |
215647 |
1306.3 |
0.172 |
ILR-Plain |
23947 |
0.141 |
0.941 |
541374 |
1464.7 |
0.244 |
ILR-Hurdle |
10442 |
0.146 |
0.929 |
276313 |
1373.4 |
0.174 |
Hurdle+Virt |
10211 |
0.146 |
0.893 |
246961 |
1369.6 |
0.202 |
|
|
wkcomp: \(z_{KS}=0.1767\) |
Mack CL |
24726 |
0.049 |
0.509 |
388621 |
1305.6 |
0.306 |
Bootstrap CL |
24895 |
0.052 |
0.544 |
389144 |
1232.5 |
0.292 |
ILR-Plain |
84728 |
0.137 |
0.983 |
1150989 |
1113.5 |
0.244 |
ILR-Hurdle |
38638 |
0.081 |
0.912 |
640873 |
1072.1 |
0.126 |
Hurdle+Virt |
39577 |
0.079 |
0.895 |
604892 |
1072.4 |
0.142 |
|
|
medmal: \(z_{KS}=0.3754\) |
Mack CL |
99896 |
0.151 |
0.500 |
423580 |
265.9 |
0.274 |
Bootstrap CL |
102084 |
0.153 |
0.667 |
400111 |
270.3 |
0.238 |
ILR-Plain |
60527 |
0.224 |
0.917 |
332687 |
261.2 |
0.440 |
ILR-Hurdle |
31319 |
0.123 |
0.917 |
164267 |
249.5 |
0.328 |
Hurdle+Virt |
24987 |
0.116 |
0.917 |
144724 |
246.5 |
0.279 |
|
|
othliab: \(z_{KS}=0.1368\) |
Mack CL |
46078 |
0.062 |
0.813 |
448176 |
1320.6 |
0.166 |
Bootstrap CL |
46824 |
0.068 |
0.792 |
456674 |
1396.8 |
0.156 |
ILR-Plain |
84395 |
0.124 |
0.938 |
788754 |
1495.2 |
0.162 |
ILR-Hurdle |
47202 |
0.131 |
0.938 |
396892 |
1394.9 |
0.082 |
Hurdle+Virt |
31890 |
0.124 |
0.896 |
309136 |
1390.1 |
0.187 |
|
|
ppauto: \(z_{KS}=0.1436\) |
Mack CL |
115269 |
0.048 |
0.667 |
1269875 |
1526.5 |
0.376 |
Bootstrap CL |
118070 |
0.052 |
0.609 |
1355631 |
1539.1 |
0.369 |
ILR-Plain |
113911 |
0.177 |
0.977 |
2577475 |
1673.9 |
0.231 |
Hurdle+Virt |
65730 |
0.103 |
0.920 |
1202087 |
1557.2 |
0.357 |
|
|
prodliab: \(z_{KS}=0.3614\) |
Mack CL |
49841 |
0.148 |
0.769 |
164597 |
220.4 |
0.224 |
Bootstrap CL |
51709 |
0.162 |
0.769 |
182050 |
243.8 |
0.137 |
ILR-Plain |
34317 |
0.144 |
0.692 |
152861 |
243.5 |
0.283 |
ILR-Hurdle |
47942 |
0.092 |
0.769 |
164736 |
232. 4 |
0.226 |
Hurdle+Virt |
40521 |
0.098 |
0.846 |
143834 |
223.3 |
0.251 |