Table 3. Protein solubility data.

DMFS Default		DMFS Tuned		Enumerative		Reported
SVM	0.62	SVM	0.63	SVM ()	0.63	1-mer (SVM)	0.644
RF	0.61	RF	0.645	RF ()	0.64	2-mer (SVM)	0.597
						3-mer (SVM)	0.548

Protein solubility data accuracies for default and tuned parameters settings, as well as for reported and eumerative methods. Reported values are from Magnan et al. [5]. The DMFS pipeline results are stable with small standard deviations as determined by 20 runs with random data partitioning: (a) default parameter settings: 0.006 (SVM) and 0.0048 (RF), and (b) tuned parameter settings: 0.0052 (SVM) and 0.0049 (RF).