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. 2017 Dec 6;18:539. doi: 10.1186/s12859-017-1982-4

Table 2.

Average computation time (in seconds) of different integration algorithms with different training sizes

Integration Algorithms Training Size 100 Training Size 400
Graph-based semi-supervised learning 0.127 4.148
Graph sharpening integration 0.052 1.943
Composite association network 0.007 0.052
Bayesian network 0.002 0.004
Semi-definite programming – SVM 12.553 28.186
Relevance vector machine 10.471 368.455
Ada-boost relevance vector machine 23.190 306.172