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. 2023 Feb 21;3(2):100411. doi: 10.1016/j.crmeth.2023.100411

Table 3.

Performance comparison of deep forest embedding different units based on data 8

Configuration F1 score AUPR Recall MCC G-mean
DF(ADA∗2+BAG∗2) 0.500 0.582 0.384 0.509 0.614
DF(ADA∗2+GBC∗2) 0.484 0.559 0.350 0.508 0.588
DF(BAG∗2+GBC∗2) 0.493 0.561 0.365 0.512 0.598
DF(RF-CUS∗2+ETF-DR∗2) 0.572 0.591 0.537 0.535 0.722

DF, deep forest; ADA, ADAboost; BAG, BAGging; GBC, gradient boosting classifier.