Skip to main content

Table 1 Characteristics of the aforementioned multi-label ensemble methods and MULE

From: Large-scale online semantic indexing of biomedical articles via an ensemble of multi-label classification models

Ensemble method

Composition

Combination

Combination

  

scheme

level

ECC [8]

Homogeneous

Fusion

Global

EPS [9]

Homogeneous

Fusion

Global

HTD, HBAYES,

Homogeneous

Fusion

Global

HTPR [10]

   

Bayesian Networks

Homogeneous

Fusion

Global

Ensemble [11]

   

Tahir et al. [12]

Heterogeneous

Fusion

Gobal

Yepes et al. [13]

Heterogeneous

Selection

Local

MULE

Heterogeneous

Selection

Local