Data
Acute_Myeloid_Leukemia

Acute_Myeloid_Leukemia

active ARFF CC BY-NC-ND 4.0 Visibility: public Uploaded 06-06-2024 by Jiahui Yu
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The dataset is obtained from Warnat-Herresthal et al. (3).They collected and re-analyzed many datasets from leukemia.

4252 features

MYC (target)numeric1833 unique values
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DDR1numeric1836 unique values
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RAB5Cnumeric1836 unique values
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IL13RA1numeric1836 unique values
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TRRAPnumeric1836 unique values
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EZH2numeric1834 unique values
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RAD51AP1numeric1835 unique values
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GNEnumeric1835 unique values
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HIST1H3Jnumeric1836 unique values
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MAZnumeric1836 unique values
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PIM1numeric1834 unique values
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RORAnumeric1835 unique values
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CKAP5numeric1832 unique values
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YOD1numeric1836 unique values
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COMMD3numeric1834 unique values
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C11orf95numeric1833 unique values
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TREM1numeric1836 unique values
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TPK1numeric1834 unique values
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MIR4640numeric1836 unique values
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NFE2L2numeric1833 unique values
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FAM3Cnumeric1836 unique values
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TNFAIP3numeric1834 unique values
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MAD2L1numeric1835 unique values
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TFDP1numeric1836 unique values
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CENPEnumeric1835 unique values
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RNASE2numeric1830 unique values
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ID3numeric1834 unique values
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CETN2numeric1835 unique values
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RHDnumeric1836 unique values
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SLC25A46numeric1835 unique values
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LOC642236numeric1832 unique values
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MRPL13numeric1835 unique values
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CHCHD7numeric1835 unique values
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ANKRD11numeric1836 unique values
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SCYL2numeric1832 unique values
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HSPA6numeric1836 unique values
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MBNL1numeric1836 unique values
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RRM2numeric1836 unique values
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MEN1numeric1832 unique values
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DUSP14numeric1833 unique values
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POMZP3numeric1836 unique values
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ASNSnumeric1836 unique values
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EGR3numeric1834 unique values
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RBPMSnumeric1836 unique values
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CXCR4numeric1834 unique values
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SCN3Anumeric1833 unique values
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POLD3numeric1835 unique values
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HLA-DRB3numeric1834 unique values
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NT5DC2numeric1836 unique values
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C4orf27numeric1836 unique values
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TASP1numeric1833 unique values
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BACH2numeric1830 unique values
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MIR5193numeric1836 unique values
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YBX3numeric1836 unique values
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IMPDH2numeric1828 unique values
0 missing
NRASnumeric1832 unique values
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NDUFB3numeric1833 unique values
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ZP3numeric1835 unique values
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PSPHnumeric1833 unique values
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TPM1numeric1836 unique values
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PBXIP1numeric1836 unique values
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BICD2numeric1834 unique values
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P2RX5numeric1836 unique values
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DNMBPnumeric1835 unique values
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DLSTnumeric1836 unique values
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WDR41numeric1836 unique values
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YRDCnumeric1835 unique values
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TMEM70numeric1836 unique values
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FAM117Anumeric1835 unique values
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UBA7numeric1836 unique values
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IGFBP7numeric1836 unique values
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CKS1Bnumeric1834 unique values
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LPGAT1numeric1835 unique values
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SOCS2numeric1835 unique values
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STAB1numeric1835 unique values
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CD79Anumeric1834 unique values
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STAT4numeric1834 unique values
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CYB5Anumeric1836 unique values
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LMO4numeric1836 unique values
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IGHV5-78numeric1831 unique values
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GRAMD4numeric1834 unique values
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IGLV3-25numeric1833 unique values
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MEA1numeric1833 unique values
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CRTC3numeric1835 unique values
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DPEP2numeric1835 unique values
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BLOC1S5-TXNDC5numeric1832 unique values
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CCL5numeric1836 unique values
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ARHGDIAnumeric1836 unique values
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AKR1A1numeric1830 unique values
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MARCH7numeric1836 unique values
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TPP2numeric1836 unique values
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TCIRG1numeric1836 unique values
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KITnumeric1836 unique values
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CD33numeric1833 unique values
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ANAPC10numeric1831 unique values
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MPDU1numeric1836 unique values
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GPR125numeric1834 unique values
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SUB1numeric1835 unique values
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ZNF273numeric1834 unique values
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TMEM9Bnumeric1834 unique values
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NEMFnumeric1833 unique values
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RIN3numeric1836 unique values
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TXNDC5numeric1832 unique values
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CAPNS1numeric1834 unique values
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BHLHE40numeric1836 unique values
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UQCRC1numeric1831 unique values
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MANFnumeric1834 unique values
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PCF11numeric1835 unique values
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CDKN2Cnumeric1836 unique values
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PRIM1numeric1835 unique values
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ELK3numeric1836 unique values
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CXCL3numeric1833 unique values
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CBR1numeric1836 unique values
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DNTTnumeric1833 unique values
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MT1Enumeric1835 unique values
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ZNF529numeric1833 unique values
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SLC12A7numeric1831 unique values
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PIGGnumeric1834 unique values
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TMEM127numeric1834 unique values
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MAGED4numeric1834 unique values
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RPL35numeric1810 unique values
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ARCN1numeric1833 unique values
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RPS4Y1numeric1829 unique values
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SERTAD2numeric1836 unique values
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RPS6KA1numeric1835 unique values
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ENPP4numeric1836 unique values
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ITGAEnumeric1833 unique values
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ASGR2numeric1834 unique values
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INSRnumeric1836 unique values
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MFSD10numeric1835 unique values
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KLF1numeric1835 unique values
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C2CD2numeric1834 unique values
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LONRF1numeric1834 unique values
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ARGLU1numeric1822 unique values
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MRPS33numeric1836 unique values
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LAMP5numeric1834 unique values
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MAGED4Bnumeric1834 unique values
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PARK7numeric1826 unique values
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UBA2numeric1833 unique values
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SLC25A36numeric1835 unique values
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PEX11Bnumeric1834 unique values
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DGKAnumeric1836 unique values
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NDC80numeric1836 unique values
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ARID4Anumeric1833 unique values
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XAF1numeric1835 unique values
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LOC150776numeric1831 unique values
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TUSC3numeric1835 unique values
0 missing
VEGFAnumeric1836 unique values
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WDR7numeric1836 unique values
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CCDC88Cnumeric1834 unique values
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COMMD9numeric1835 unique values
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LHFPnumeric1834 unique values
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CCNJnumeric1834 unique values
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SNORA11Dnumeric1834 unique values
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GDI2numeric1836 unique values
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FBXO7numeric1835 unique values
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SLC20A1numeric1832 unique values
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PSMB10numeric1835 unique values
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TBC1D4numeric1835 unique values
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EMILIN1numeric1836 unique values
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IL1Bnumeric1836 unique values
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ST18numeric1829 unique values
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SMPD4numeric1831 unique values
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EMG1numeric1833 unique values
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HLA-Gnumeric1834 unique values
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CCDC69numeric1834 unique values
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GGCTnumeric1834 unique values
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NDC1numeric1835 unique values
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ASXL2numeric1833 unique values
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KIAA0226Lnumeric1836 unique values
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SNORA11Enumeric1834 unique values
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SEPT2numeric1836 unique values
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GNAI3numeric1836 unique values
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GNG10numeric1830 unique values
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WIPF1numeric1835 unique values
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ARRB2numeric1834 unique values
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SIPA1numeric1836 unique values
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ING3numeric1834 unique values
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RHAGnumeric1836 unique values
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LILRA2numeric1835 unique values
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NFKB1numeric1831 unique values
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AKAP12numeric1833 unique values
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SLC38A10numeric1830 unique values
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CFHR1numeric1831 unique values
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FAM96Bnumeric1833 unique values
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DYSFnumeric1834 unique values
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KDELC1numeric1833 unique values
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SF3B5numeric1828 unique values
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TARDBPnumeric1836 unique values
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LRPAP1numeric1832 unique values
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NSA2numeric1826 unique values
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ACTL6Anumeric1834 unique values
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FKBP2numeric1831 unique values
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WASF1numeric1834 unique values
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MTMR11numeric1833 unique values
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SCML2numeric1834 unique values
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LILRA1numeric1835 unique values
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GHITMnumeric1834 unique values
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BIRC3numeric1830 unique values
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ZZZ3numeric1834 unique values
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STOML2numeric1833 unique values
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C20orf27numeric1836 unique values
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NCAPGnumeric1836 unique values
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SNAI1numeric1836 unique values
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ABHD17Anumeric1834 unique values
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NARSnumeric1833 unique values
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ITPR3numeric1836 unique values
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PRDX4numeric1834 unique values
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EFNB2numeric1836 unique values
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CTBP1numeric1836 unique values
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MGST2numeric1833 unique values
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PIGFnumeric1836 unique values
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IL3RAnumeric1834 unique values
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CCL17numeric1831 unique values
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SMC3numeric1836 unique values
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TRIM27numeric1836 unique values
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SKIV2L2numeric1832 unique values
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LOC102724250numeric1831 unique values
0 missing
UBP1numeric1831 unique values
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RAP2Cnumeric1836 unique values
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PSMD10numeric1835 unique values
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SGPP1numeric1834 unique values
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CBX3numeric1836 unique values
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IDH1numeric1835 unique values
0 missing
CD55numeric1836 unique values
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MAP2K1numeric1831 unique values
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PSMA4numeric1836 unique values
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IMPDH1numeric1835 unique values
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CRIP1numeric1835 unique values
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CD27numeric1834 unique values
0 missing
LOC101928676numeric1835 unique values
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TSPAN4numeric1836 unique values
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SLCO3A1numeric1836 unique values
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LRRC47numeric1834 unique values
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BEX4numeric1833 unique values
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FXYD5numeric1821 unique values
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PUS1numeric1835 unique values
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NXNnumeric1832 unique values
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SH3BGRL3numeric1823 unique values
0 missing
ATP6V1G2-DDX39Bnumeric1836 unique values
0 missing
SEPW1numeric1835 unique values
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MCM6numeric1834 unique values
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PDXKnumeric1836 unique values
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PRPS2numeric1835 unique values
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CKS2numeric1835 unique values
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ORC1numeric1835 unique values
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PTX3numeric1833 unique values
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MAEAnumeric1835 unique values
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METTL3numeric1835 unique values
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CCL23numeric1836 unique values
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SLC30A1numeric1836 unique values
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TSPO2numeric1835 unique values
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CHMP5numeric1836 unique values
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ATPIF1numeric1834 unique values
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CHIC2numeric1835 unique values
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MZB1numeric1833 unique values
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DDX39Bnumeric1836 unique values
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SLC7A5numeric1834 unique values
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ETFAnumeric1833 unique values
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ATF3numeric1832 unique values
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KCNAB2numeric1833 unique values
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CPOXnumeric1836 unique values
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NAGPAnumeric1830 unique values
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CNBPnumeric1822 unique values
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GATA2numeric1836 unique values
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ISCA1numeric1836 unique values
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TP53I3numeric1833 unique values
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DCP2numeric1834 unique values
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DUSP10numeric1836 unique values
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NPDC1numeric1835 unique values
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ATG7numeric1832 unique values
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SHCBP1numeric1833 unique values
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LYRM2numeric1834 unique values
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SNORD84numeric1836 unique values
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AMD1numeric1836 unique values
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EIF4G3numeric1836 unique values
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DPM1numeric1833 unique values
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ARMCX2numeric1834 unique values
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MYL6Bnumeric1836 unique values
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RECQLnumeric1836 unique values
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ADRB2numeric1836 unique values
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PRKCBnumeric1835 unique values
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ATP2B1numeric1836 unique values
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MOGSnumeric1834 unique values
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TSPYL4numeric1832 unique values
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ANKRD10-IT1numeric1827 unique values
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RRAGCnumeric1833 unique values
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PCTPnumeric1835 unique values
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CECR1numeric1833 unique values
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VPREB1numeric1831 unique values
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DAD1numeric1830 unique values
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CREG1numeric1832 unique values
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CDK2AP1numeric1831 unique values
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RASA1numeric1834 unique values
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PSMG1numeric1834 unique values
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ALOX5APnumeric1833 unique values
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SLC26A2numeric1834 unique values
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ARG1numeric1834 unique values
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MEF2Cnumeric1836 unique values
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PRKD2numeric1836 unique values
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LST1numeric1836 unique values
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UBXN2Bnumeric1831 unique values
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DIP2Anumeric1826 unique values
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WDR11numeric1833 unique values
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SERF2-C15ORF63numeric1834 unique values
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C1orf54numeric1836 unique values
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CCNL2numeric1833 unique values
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ZNF146numeric1834 unique values
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CSTBnumeric1831 unique values
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PLK2numeric1834 unique values
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GTF2A2numeric1832 unique values
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MFAP1numeric1835 unique values
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ZNF593numeric1833 unique values
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CCR1numeric1836 unique values
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SLAMF1numeric1835 unique values
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CEP68numeric1836 unique values
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FAM208Anumeric1836 unique values
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FBXO9numeric1836 unique values
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CEMIPnumeric1834 unique values
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SCFD1numeric1834 unique values
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ANKRD10numeric1834 unique values
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SDF2L1numeric1834 unique values
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RSRC1numeric1834 unique values
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TBL1XR1numeric1835 unique values
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SART1numeric1835 unique values
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PCNAnumeric1835 unique values
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CPDnumeric1836 unique values
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RNMTnumeric1835 unique values
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SATB1numeric1831 unique values
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ZBTB43numeric1836 unique values
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MAN2A1numeric1836 unique values
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ANXA11numeric1836 unique values
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NR4A3numeric1836 unique values
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CDC42EP3numeric1835 unique values
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PCLOnumeric1834 unique values
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C2CD5numeric1836 unique values
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LTN1numeric1835 unique values
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DBNDD2numeric1834 unique values
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PTBP2numeric1834 unique values
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SNCAIPnumeric1830 unique values
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SLIRPnumeric1831 unique values
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ILF2numeric1832 unique values
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HDAC1numeric1834 unique values
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HEXBnumeric1833 unique values
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TNFSF10numeric1836 unique values
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LMNAnumeric1836 unique values
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PPIDnumeric1836 unique values
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LOC101930241numeric1835 unique values
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CD180numeric1834 unique values
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CITED2numeric1836 unique values
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NECAP1numeric1835 unique values
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SLC43A3numeric1836 unique values
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SLC5A3numeric1835 unique values
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GUSBP9numeric1832 unique values
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SYS1numeric1834 unique values
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LRRC8Dnumeric1835 unique values
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WWC3numeric1836 unique values
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ITFG1numeric1834 unique values
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C1Dnumeric1835 unique values
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DDX3Xnumeric1836 unique values
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CCT2numeric1836 unique values
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NUDT21numeric1835 unique values
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MMDnumeric1834 unique values
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GMPRnumeric1833 unique values
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FGF13numeric1832 unique values
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CLCnumeric1835 unique values
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STAG2numeric1836 unique values
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CA2numeric1835 unique values
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SPINT2numeric1834 unique values
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MGAnumeric1836 unique values
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FBXW12numeric1828 unique values
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SYS1-DBNDD2numeric1834 unique values
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FANCFnumeric1835 unique values
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BCL11Bnumeric1833 unique values
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TMEM14Bnumeric1836 unique values
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NONOnumeric1836 unique values
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LGMNnumeric1834 unique values
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GNL2numeric1836 unique values
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DUSP11numeric1836 unique values
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CD53numeric1812 unique values
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CD37numeric1828 unique values
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CCL3numeric1835 unique values
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KCNN1numeric1833 unique values
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CHP1numeric1836 unique values
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POLR2Hnumeric1830 unique values
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EPB42numeric1836 unique values
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CTC-425F1.4numeric1835 unique values
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SPATS2Lnumeric1836 unique values
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TMEM165numeric1835 unique values
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ARMCX1numeric1836 unique values
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HSP90AB1numeric1836 unique values
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CCNA2numeric1836 unique values
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BACH1numeric1834 unique values
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CCL3L1numeric1835 unique values
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B4GALT6numeric1836 unique values
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LDLRAD4numeric1836 unique values
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NDUFS4numeric1834 unique values
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FPR2numeric1835 unique values
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TBC1D9numeric1835 unique values
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AGPAT5numeric1836 unique values
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EIF2AK3numeric1835 unique values
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B4GALT5numeric1836 unique values
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ARF1numeric1836 unique values
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CTBP2numeric1836 unique values
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CIB1numeric1833 unique values
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CCNB2numeric1833 unique values
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FAM8A1numeric1834 unique values
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CCL3L3numeric1835 unique values
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SWAP70numeric1835 unique values
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NCOA4numeric1816 unique values
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RPIAnumeric1835 unique values
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SH2D3Cnumeric1834 unique values
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APIPnumeric1833 unique values
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BC069804numeric1830 unique values
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DHRS7numeric1835 unique values
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ENO1numeric1836 unique values
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CCNCnumeric1835 unique values
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SLC31A2numeric1835 unique values
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VRK2numeric1833 unique values
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BLKnumeric1835 unique values
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SMAD1numeric1836 unique values
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HLA-DQB1numeric1836 unique values
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CALCOCO2numeric1830 unique values
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ACKR3numeric1835 unique values
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DERAnumeric1835 unique values
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NXT1numeric1833 unique values
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NME7numeric1834 unique values
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TSPYL1numeric1835 unique values
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CANXnumeric1836 unique values
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BTG2numeric1836 unique values
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GNPATnumeric1834 unique values
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CADnumeric1834 unique values
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MNTnumeric1834 unique values
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PTGS1numeric1835 unique values
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MATKnumeric1833 unique values
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HCKnumeric1835 unique values
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HLA-DRB5numeric1835 unique values
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PLAURnumeric1836 unique values
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AHSA2numeric1835 unique values
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SETP4numeric1834 unique values
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MRPS10numeric1836 unique values
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SMNDC1numeric1835 unique values
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MYCBP2numeric1836 unique values
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ARHGAP32numeric1834 unique values
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EIF2AK2numeric1836 unique values
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CLEC11Anumeric1834 unique values
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LAPTM4Bnumeric1836 unique values
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LOC101060835numeric1836 unique values
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APOBEC3Anumeric1834 unique values
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SGMS1numeric1828 unique values
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CYFIP2numeric1836 unique values
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WDR26numeric1833 unique values
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SDPRnumeric1834 unique values
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SLC17A9numeric1833 unique values
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EGLN1numeric1835 unique values
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ATP6V0Bnumeric1831 unique values
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SPCS2numeric1836 unique values
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ACSL1numeric1835 unique values
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IGFBP2numeric1835 unique values
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TMPOnumeric1835 unique values
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RAB32numeric1835 unique values
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HSPE1numeric1834 unique values
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P2RY2numeric1833 unique values
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PAIP1numeric1836 unique values
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HBS1Lnumeric1836 unique values
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APOBEC3A_Bnumeric1834 unique values
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NACC2numeric1836 unique values
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RHCEnumeric1836 unique values
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UBR7numeric1833 unique values
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ICE2numeric1835 unique values
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LINC00341numeric1831 unique values
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STX16numeric1836 unique values
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KARSnumeric1836 unique values
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DDX1numeric1834 unique values
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SETXnumeric1836 unique values
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TESnumeric1835 unique values
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MMEnumeric1836 unique values
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TMEM243numeric1835 unique values
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NCF4numeric1835 unique values
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PTAFRnumeric1835 unique values
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CBFA2T3numeric1836 unique values
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PRKRIRnumeric1832 unique values
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LOC100996668numeric1836 unique values
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MZT2Anumeric1836 unique values
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SIGLEC15numeric1830 unique values
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MFSD1numeric1831 unique values
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UTP6numeric1834 unique values
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SYNE3numeric1831 unique values
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ATP6V1Hnumeric1834 unique values
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RPS7numeric1836 unique values
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ATP1B1numeric1836 unique values
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RBM6numeric1832 unique values
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FOXO1numeric1836 unique values
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TERF1numeric1835 unique values
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GMFGnumeric1825 unique values
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CSF2RBnumeric1835 unique values
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TAL1numeric1835 unique values
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GTF2Bnumeric1834 unique values
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RGS16numeric1835 unique values
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ZEB1numeric1836 unique values
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MZT2Bnumeric1835 unique values
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UBQLN2numeric1836 unique values
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TMEM2numeric1834 unique values
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MTO1numeric1835 unique values
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ZNF12numeric1834 unique values
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DENRnumeric1835 unique values
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C11orf58numeric1836 unique values
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SLC2A1numeric1836 unique values
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PGM1numeric1834 unique values
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IFNGR1numeric1836 unique values
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SAT1numeric1836 unique values
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GLIPR1numeric1836 unique values
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CD58numeric1836 unique values
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IL18numeric1836 unique values
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REV3Lnumeric1834 unique values
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SIAH2numeric1832 unique values
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Show first 100 features

19 properties

NumberOfInstances
1875
Number of instances (rows) of the dataset.
NumberOfFeatures
4252
Number of attributes (columns) of the dataset.
NumberOfClasses
0
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
4252
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
0.06
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
2.27
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
100
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
Show all 19 properties

1 tasks

Supervised Regression on Acute_Myeloid_Leukemia
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: root_mean_squared_error - target_feature: MYC
Define a new task