A Novel Multiple Instance Learning Method Based on Extreme Learning Machine

Table 4

Squared loss and computation time (second) on regression data sets.

Squared loss; Training time	LJ-160.166.1		LJ-160.166.1-S		LJ-80.166.1		LJ-80.166.1-S
MI-Kernel	0.00116	90	0.0127	8000	0.0174	120	0.0219	10100
ELM-MIL	0.0376	5.3	0.0648	45.6	0.0485	6.8	0.0748	42.7
BP-MIP	0.0398	4980	0.0731	13000	0.0487	5100	0.0752	12500
Diverse Density	0.0852	12000	0.0052	17000	N/A	N/A	0.1116	17600