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Table 1 Benchmark datasets and corresponding properties

From: A new chemoinformatics approach with improved strategies for effective predictions of potential drugs

  DATASET-H DATASET-K DATASET-Y
Number of targets 733 809 664
Number of drugs 829 786 445
Number of interactions 3688 3681 2926
Average interaction number of each drug with targets ~ 4 ~ 5 ~ 7
Average interaction number of each target with drugs ~ 5 ~ 5 ~ 4
Minimum interaction number of each drug with targets 1 1 1
Maximum interaction number of each drug with targets 48 48 96
Minimum interaction number of each target with drugs 1 1 1
Maximum interaction number of each target with drugs 75 55 61
Sparsity 0.006 0.006 0.010