Tensor Decomposition for Multiple-Instance Classification of High-Order Medical Data

Table 4

Test accuracy from full and 90% missing values for the 2 class problem.

Methods	ALS	StrProxSGD (90% missing values)
MILES [39]	51.59 (0.13)	67.20 (0.11)
JC2MIL [40]	56.82 (0.07)	55.30 (0.08)
MILBoost [41]	50.83 (0.15)	54.39 (0.15)
MCILBoost [42]	45.46 (0.14)	60.91 (0.22)
TensMIL	54.02 (0.13)	80.83 (0.16)