Model | Up regulation | Down regulation |
---|---|---|
Log2FC only | AIF1, CD164, MARCKS, MEF2C, RNASE4, TLR6, LSP1 | NDUFS7, RAB3IP, NUDT13, MCRS1, COX15, ATP5L |
SVM | AIF1, BID, CASP1, CTPS2, H2-M3, IRF5, LSP1, SLC15A3, TLR6 | NDUFS7, PARP8, NUDT13, MCRS1, COX15, ATP5L, ALG9 |
NN | AIF1, BID, CTPS2, MARCKS, RNASE4, H2-M3, SLC15A3, NOTCH1, LSP1 | NDUFS7, RAB3IP, NUDT13, MCRS1, TAP2, COX15, ATP5L |
Gaussian NB | ATP6V0A1, CCL6, CCRL2, FGD2, LSP1, LY86, NOTCH1, P2RY12, PLSCR3, RNASE4, SLA, SLC15A3, STAT2, TNFRSF13B, TRIM21 | GTF3C5, RAB3IP |
LR | AIF1, CTPS2, H2-M3, MARCKS, NOTCH1, RNASE4, S100A13, SLC15A3, TLR6, TNFRSF1B | ATP5L, NDUFS7 |