Table 8 Performance comparison of proposed model with state-of-the-art blockchain-based model using elliptic blockchain transactional data.

From: Enhancing blockchain transaction classification with ensemble learning approaches

Methodology

Acy (%)

Pre (%)

Rec (%)

F-1 (%)

Spe (%)

BAcy (%)

14

98

97

100

99

--

--

Proposed

99.17

99.44

99.33

99.39

98.85

99.09