Figure 7.

7TMR protein candidates identified by combination of classifiers. Venn diagrams show the 7TMR prediction results in various combinations of classifiers. "6 classifiers": the number of 7TMR candidates predicted all of LDA, QDA, KNN20, SVM_AA, SVM_di, and PLS_ACC (the intersection of the positives by these classifiers). "SAM2+GPCRHMM": the number of 7TMR candidates predicted by either of SAM2 or GPCRHMM (the union of the positives by these classifiers). "7–8 TM": the number of proteins predicted to have 7 or 8TMs by both Phobius and HMMTOP. More Venn diagrams are available on the 7TMRmine website.