From: Methods for a similarity measure for clinical attributes based on survival data analysis
All attributes | Non-biomarkers | Num. biomarker arm A | Nom. biomarker arm A | Num. biomarker arm B | Nom. biomarker arm B | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Avg. Weight | Avg. Weight | Rel. (%) | Weight | Rel. (%) | Weight | Rel. (%) | Weight | Rel. (%) | Weight | Rel. (%) | |
IT#1 | 0.940 | 0.504 | −46 | 3.609 | + 284 | 3.636 | + 287 | 3.875 | + 312 | 3.102 | + 230 |
IT#2 | 0.791 | 0.418 | −47 | 2.950 | + 273 | 2.689 | + 240 | 3.018 | + 281 | 3.469 | + 338 |
IT#3 | 0.929 | 0.548 | −41 | 3.028 | + 226 | 3.035 | + 227 | 3.416 | + 268 | 3.382 | + 264 |
IT#4 | 0.819 | 0.435 | −47 | 3.287 | + 301 | 3.219 | + 293 | 2.962 | + 262 | 3.028 | + 270 |
IT#5 | 0.852 | 0.441 | −48 | 3.445 | + 304 | 3.354 | + 294 | 3.652 | + 329 | 2.827 | + 232 |
IT#6 | 0.903 | 0.459 | −49 | 3.432 | + 280 | 4.109 | + 355 | 3.368 | + 273 | 3.354 | + 271 |
IT#7 | 1.020 | 0.622 | −39 | 3.145 | + 208 | 3.185 | + 212 | 3.587 | + 252 | 3.712 | + 264 |
IT#8 | 0.871 | 0.481 | −45 | 3.145 | + 261 | 3.238 | + 272 | 3.500 | + 302 | 2.972 | + 241 |
IT#9 | 0.951 | 0.547 | −42 | 3.386 | + 256 | 3.593 | + 278 | 3.599 | + 279 | 2.912 | + 206 |
IT#10 | 0.898 | 0.466 | −48 | 3.753 | + 318 | 3.315 | + 269 | 3.233 | + 260 | 3.658 | + 307 |
Mean | 0.897 | 0.492 | −45 | 3.318 | + 271 | 3.337 | + 273 | 3.421 | + 282 | 3.242 | + 262 |
SD | 0.064 | 0.060 | – | 0.242 | – | 0.362 | – | 0.271 | – | 0.300 | – |