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Table 12 Performance measure with identical hierarchy using cross validation = 3

From: Customer gender prediction system on hierarchical E-commerce data

Category (Ck)

P (Ck)

R (Ck)

F1(Ck)

Female

0.9694

0.9815

0.9754

Male

0.9314

0.8899

0.9102

macro-avg (F1M)

0.9503

0.9357

0.9427

micro-avg (F1 μ)

0.9613

0.9613

0.9613