Table 2. SVM-generated classifiers (Asthma Gene Expression signatures) for sample types (blood, Macrophage, induced sputum) that are widely used to study the pathology of asthma. Percent predictive accuracy for each classifier has also been indicated.

Tissue Type	Asthma Gene Signature (for >80% predictive accuracy)	% correct prediction
Blood (GSE69683)	MYD88, MYL12A, BOLA2, HBXIP, ACSL1, VPS24, GPM6B, F5, PDE7A, AB11FIP3, ZNF785, TCF4, RAB11A, GPR109B, GNAQ, DIS3L2,, SLC7A5P1/P2, TSR2, AMICA1, CR1, QRICH1, SERBP1, ZNF37A, DERL2, ZBTB20, CDC42SE1, NSMAF, KIAA0562, NT5C2, DAPP1, ATP6V0E1, LOC203274, TMEM59, NAPEPLD, ANXA3, WIPI2, ATAD5, LARS, PTBP1, SPG7, DNAJC16, IL6ST, CLN8, SAT1, EVI2B, MRPS5, AQP9, RPP14, ZNF747, GAPT	83
Macrophage Cells (GSE2125)	KBTBD2, UPF3A, MLLT10, PSPC1, ST3GAL1, ARFRP1, TRIM14, EIF4G1, BM25, CDK11A/B,	83
Induced Sputum (GSE76262)	IL18R1, TLR7, GPR85, LIMA1, SPINT1, EIF1AY, PDCD6, MGAT4A, CSTA, LOC100129845	96