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Table 2 Calculated weights over all attributes, only non-biomarker, and biomarker attributes over ten random case bases. The weight values are scaled by factor 10. Additionally, the relative weight difference to the average weight over all attributes is given

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