Accelerating Relevance-Vector-Machine-Based Classification of Hyperspectral Image with Parallel Computing

Table 7

Characteristics of the parallel implementations.

	pRVM-MatOp	pRVM-MultiClass	pRVM-Ensemble
Scale of the training set	Small	Small	Large
Explicitly parallelized	No	Yes	Yes
Easy to use	Yes	No	No
Load balance	Yes	No	Yes
Scalability	Poor	Poor	Good
Parallel efficiency	Low	Low	High