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Table 3 Normalized scores given to each performance index for each study.

From: A comprehensive performance evaluation on the prediction results of existing cooperative transcription factors identification algorithms

   Banerjee Chang Chen Chuang Datta Elati Harbison He Nagamine Tsai WangJ WangY Yang Yu
TF-based Idx 1 0.436 0.335 0.286 0.648 0.453 1 0.408 0.338 0.424 0.546 0.493 0.305 0.197 0.265
  Idx 2 0.719 0.596 0.582 0.834 0.737 1 0.797 0.628 0.910 0.894 0.840 0.841 0.472 0.512
  Idx 3 0.968 0.933 0.740 0.951 0.874 0.840 1 0.837 0.927 0.939 0.947 0.967 0.420 0.786
  Idx 4 0.100 0.035 0.247 0.028 0.028 0 0.315 0 0.100 0.047 0.028 1 0.177 0.164
TG-based Idx 1 0.537 0.623 0.732 0.428 0.299 0.124 0.465 0.327 0.394 0.277 0.345 0.687 1 0.385
  Idx 2 0.419 0.477 0.279 0.554 0.618 0.025 0.283 0.423 0.320 0.686 1 0.275 0.226 0.335
  Idx 3 0.317 0.432 0.293 0.403 0.497 0.024 0.275 0.316 0.284 0.624 1 0.267 0.213 0.302
  Idx 4 0.505 0.546 0.407 0.561 0.554 0.048 0.411 0.465 0.473 0.747 1 0.371 0.355 0.438
Sum   4.001 3.976 3.565 4.406 4.060 3.061 3.953 3.333 3.832 4.759 5.653 4.712 3.059 3.186
Ranking   6 7 10 4 5 13 8 11 9 2 1 3 14 12
  1. The comprehensive performance ranking is based on the sum of normalized scores and shown in the last row.