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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1944499

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL1944499 (TID: 104449), and it has 46 rows and 499 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent Molecular Descriptors which were generated from SMILES strings. Missing value imputation was applied to this dataset (By choosing the Median). Feature selection was also applied.

501 features

pXC50 (target)	numeric	46 unique values 0 missing
molecule_id (row identifier)	nominal	46 unique values 0 missing
Eig06_EA.ri.	numeric	40 unique values 0 missing
SpMax2_Bh.m.	numeric	43 unique values 0 missing
Eig07_AEA.bo.	numeric	27 unique values 0 missing
Eig02_AEA.ri.	numeric	41 unique values 0 missing
Eig07_AEA.ri.	numeric	26 unique values 0 missing
X2v	numeric	46 unique values 0 missing
Eig08_AEA.ed.	numeric	25 unique values 0 missing
X3sol	numeric	40 unique values 0 missing
Eig10_AEA.bo.	numeric	32 unique values 0 missing
ZM1Kup	numeric	44 unique values 0 missing
IC5	numeric	40 unique values 0 missing
ZM1MulPer	numeric	44 unique values 0 missing
SM14_AEA.bo.	numeric	35 unique values 0 missing
ZM1Per	numeric	44 unique values 0 missing
SM15_AEA.dm.	numeric	37 unique values 0 missing
ZM1V	numeric	38 unique values 0 missing
SpMaxA_EA.bo.	numeric	37 unique values 0 missing
Chi1_EA.ri.	numeric	45 unique values 0 missing
SpMin5_Bh.p.	numeric	42 unique values 0 missing
Eig11_AEA.ed.	numeric	27 unique values 0 missing
SpMin5_Bh.v.	numeric	41 unique values 0 missing
SM02_AEA.ed.	numeric	34 unique values 0 missing
TPSA.NO.	numeric	31 unique values 0 missing
SM04_EA	numeric	36 unique values 0 missing
X1Mad	numeric	46 unique values 0 missing
SM05_AEA.bo.	numeric	38 unique values 0 missing
Eig02_EA.ri.	numeric	43 unique values 0 missing
SpAD_AEA.dm.	numeric	46 unique values 0 missing
ATS7m	numeric	36 unique values 0 missing
SpAD_EA.ed.	numeric	39 unique values 0 missing
ATS8m	numeric	31 unique values 0 missing
ZM2Kup	numeric	46 unique values 0 missing
MPC05	numeric	32 unique values 0 missing
IC1	numeric	41 unique values 0 missing
SM04_EA.ri.	numeric	45 unique values 0 missing
ATS1m	numeric	42 unique values 0 missing
SpMin7_Bh.e.	numeric	21 unique values 0 missing
ZM1Mad	numeric	44 unique values 0 missing
SpMin7_Bh.i.	numeric	20 unique values 0 missing
X5v	numeric	45 unique values 0 missing
Eta_betaP	numeric	19 unique values 0 missing
Eig02_AEA.bo.	numeric	34 unique values 0 missing
P_VSA_m_2	numeric	43 unique values 0 missing
ATS3s	numeric	45 unique values 0 missing
Ui	numeric	16 unique values 0 missing
BBI	numeric	25 unique values 0 missing
CID	numeric	36 unique values 0 missing
Eig02_EA	numeric	35 unique values 0 missing
Eig03_EA.ed.	numeric	39 unique values 0 missing
Eig03_AEA.dm.	numeric	45 unique values 0 missing
Eta_alpha	numeric	42 unique values 0 missing
Eig03_AEA.ed.	numeric	39 unique values 0 missing
Eta_F	numeric	46 unique values 0 missing
Eig04_AEA.dm.	numeric	34 unique values 0 missing
IVDM	numeric	34 unique values 0 missing
Eig12_AEA.ed.	numeric	22 unique values 0 missing
MWC06	numeric	37 unique values 0 missing
IDDM	numeric	37 unique values 0 missing
MWC07	numeric	38 unique values 0 missing
MPC02	numeric	25 unique values 0 missing
SM12_AEA.dm.	numeric	39 unique values 0 missing
MWC02	numeric	30 unique values 0 missing
SpMax3_Bh.m.	numeric	45 unique values 0 missing
MWC03	numeric	36 unique values 0 missing
SpMaxA_AEA.bo.	numeric	37 unique values 0 missing
MWC04	numeric	35 unique values 0 missing
X1	numeric	38 unique values 0 missing
piPC02	numeric	35 unique values 0 missing
X2sol	numeric	40 unique values 0 missing
RDSQ	numeric	39 unique values 0 missing
ATS1e	numeric	43 unique values 0 missing
SM02_AEA.bo.	numeric	36 unique values 0 missing
ATS2e	numeric	43 unique values 0 missing
SM02_EA	numeric	25 unique values 0 missing
Se	numeric	44 unique values 0 missing
SM02_EA.bo.	numeric	35 unique values 0 missing
SpMin5_Bh.i.	numeric	40 unique values 0 missing
SM03_AEA.bo.	numeric	36 unique values 0 missing
Eig04_AEA.ri.	numeric	36 unique values 0 missing
SM04_AEA.bo.	numeric	38 unique values 0 missing
nSK	numeric	17 unique values 0 missing
SM10_AEA.bo.	numeric	35 unique values 0 missing
ATSC2e	numeric	43 unique values 0 missing
SpAD_AEA.ed.	numeric	39 unique values 0 missing
AECC	numeric	36 unique values 0 missing
SpAD_AEA.ri.	numeric	45 unique values 0 missing
MSD	numeric	39 unique values 0 missing
SRW04	numeric	31 unique values 0 missing
ATSC6e	numeric	45 unique values 0 missing
SRW06	numeric	37 unique values 0 missing
Chi1_EA.dm.	numeric	39 unique values 0 missing
TPC	numeric	35 unique values 0 missing
SpMin6_Bh.p.	numeric	40 unique values 0 missing
X0v	numeric	44 unique values 0 missing
IC4	numeric	41 unique values 0 missing
ZM1	numeric	30 unique values 0 missing
MPC10	numeric	17 unique values 0 missing
ZM2	numeric	36 unique values 0 missing
S2K	numeric	40 unique values 0 missing
ON0V	numeric	40 unique values 0 missing
SpMax4_Bh.e.	numeric	38 unique values 0 missing
SpMin3_Bh.i.	numeric	43 unique values 0 missing
SpMin3_Bh.p.	numeric	43 unique values 0 missing
ZM2Per	numeric	44 unique values 0 missing
SpMin3_Bh.s.	numeric	39 unique values 0 missing
X1A	numeric	27 unique values 0 missing
SpMin3_Bh.v.	numeric	41 unique values 0 missing
Eig06_AEA.bo.	numeric	30 unique values 0 missing
SpMin4_Bh.e.	numeric	33 unique values 0 missing
Eig06_EA.bo.	numeric	38 unique values 0 missing
Eig04_AEA.bo.	numeric	35 unique values 0 missing
P_VSA_s_3	numeric	40 unique values 0 missing
SpMin2_Bh.v.	numeric	42 unique values 0 missing
Eta_betaS_A	numeric	27 unique values 0 missing
ATSC8p	numeric	38 unique values 0 missing
ZM2V	numeric	42 unique values 0 missing
Eig04_EA.ri.	numeric	37 unique values 0 missing
SpMin2_Bh.e.	numeric	41 unique values 0 missing
Eta_beta	numeric	33 unique values 0 missing
Chi0_EA.dm.	numeric	42 unique values 0 missing
CATS2D_06_AL	numeric	5 unique values 0 missing
SpMax7_Bh.m.	numeric	33 unique values 0 missing
GATS2m	numeric	41 unique values 0 missing
ATS7p	numeric	37 unique values 0 missing
GATS1s	numeric	44 unique values 0 missing
Eig07_AEA.dm.	numeric	36 unique values 0 missing
VvdwZAZ	numeric	44 unique values 0 missing
GATS8i	numeric	30 unique values 0 missing
Eig02_AEA.ed.	numeric	33 unique values 0 missing
IDDE	numeric	38 unique values 0 missing
SM05_AEA.ed.	numeric	39 unique values 0 missing
SpDiam_AEA.bo.	numeric	38 unique values 0 missing
Rperim	numeric	9 unique values 0 missing
SpMax3_Bh.e.	numeric	41 unique values 0 missing
Vindex	numeric	38 unique values 0 missing
SpMax3_Bh.i.	numeric	41 unique values 0 missing
Xindex	numeric	38 unique values 0 missing
SpMin2_Bh.p.	numeric	41 unique values 0 missing
ATS5m	numeric	43 unique values 0 missing
Eig02_EA.bo.	numeric	36 unique values 0 missing
ATS1i	numeric	44 unique values 0 missing
SM12_AEA.ri.	numeric	36 unique values 0 missing
ATS1p	numeric	42 unique values 0 missing
ON0	numeric	31 unique values 0 missing
ATS1v	numeric	42 unique values 0 missing
VvdwMG	numeric	42 unique values 0 missing
ATS2i	numeric	41 unique values 0 missing
Vx	numeric	42 unique values 0 missing
ATSC2i	numeric	43 unique values 0 missing
X0	numeric	34 unique values 0 missing
ATSC6i	numeric	44 unique values 0 missing
Eig03_AEA.ri.	numeric	45 unique values 0 missing
Eig07_EA	numeric	25 unique values 0 missing
Eig03_EA	numeric	39 unique values 0 missing
Eig07_EA.bo.	numeric	32 unique values 0 missing
Eig03_EA.ri.	numeric	45 unique values 0 missing
Eig07_EA.ed.	numeric	28 unique values 0 missing
Eta_epsi	numeric	44 unique values 0 missing
Eig07_EA.ri.	numeric	29 unique values 0 missing
piPC08	numeric	30 unique values 0 missing
Eig09_AEA.ed.	numeric	23 unique values 0 missing
SM11_AEA.bo.	numeric	39 unique values 0 missing
Eig11_AEA.bo.	numeric	28 unique values 0 missing
ZM2MulPer	numeric	44 unique values 0 missing
ISIZ	numeric	23 unique values 0 missing
Chi1_EA.bo.	numeric	39 unique values 0 missing
MPC03	numeric	27 unique values 0 missing
MPC08	numeric	27 unique values 0 missing
MW	numeric	44 unique values 0 missing
SpMin2_Bh.s.	numeric	43 unique values 0 missing
nAT	numeric	23 unique values 0 missing
ATS7i	numeric	37 unique values 0 missing
nBT	numeric	25 unique values 0 missing
SpMin7_Bh.p.	numeric	33 unique values 0 missing
Si	numeric	44 unique values 0 missing
X5	numeric	39 unique values 0 missing
SM02_AEA.ri.	numeric	28 unique values 0 missing
Eig02_AEA.dm.	numeric	39 unique values 0 missing
SM15_AEA.bo.	numeric	25 unique values 0 missing
Eig02_EA.ed.	numeric	35 unique values 0 missing
SpMax2_Bh.i.	numeric	46 unique values 0 missing
Eig04_AEA.ed.	numeric	36 unique values 0 missing
SpMax5_Bh.e.	numeric	43 unique values 0 missing
Psi_e_0	numeric	42 unique values 0 missing
SpMax5_Bh.i.	numeric	44 unique values 0 missing
Psi_i_0	numeric	44 unique values 0 missing
SpMax6_Bh.v.	numeric	39 unique values 0 missing
Psi_i_1	numeric	46 unique values 0 missing
SpMaxA_AEA.dm.	numeric	32 unique values 0 missing
Qindex	numeric	15 unique values 0 missing
SpMin5_Bh.e.	numeric	39 unique values 0 missing
Ram	numeric	10 unique values 0 missing
SpMin6_Bh.m.	numeric	35 unique values 0 missing
SM02_EA.ed.	numeric	34 unique values 0 missing
SpMin6_Bh.v.	numeric	39 unique values 0 missing
SM03_AEA.ed.	numeric	37 unique values 0 missing
Sv	numeric	43 unique values 0 missing
SM03_EA	numeric	14 unique values 0 missing
TIC1	numeric	41 unique values 0 missing
SM03_EA.bo.	numeric	22 unique values 0 missing
TIC2	numeric	43 unique values 0 missing
SM04_AEA.ed.	numeric	37 unique values 0 missing
TIC3	numeric	42 unique values 0 missing
SM05_EA	numeric	31 unique values 0 missing
TIC4	numeric	41 unique values 0 missing
SM06_AEA.bo.	numeric	37 unique values 0 missing
X0sol	numeric	38 unique values 0 missing
SM06_EA	numeric	39 unique values 0 missing
X1sol	numeric	40 unique values 0 missing
SM07_AEA.bo.	numeric	39 unique values 0 missing
X4	numeric	39 unique values 0 missing
SM11_AEA.dm.	numeric	35 unique values 0 missing
ATSC8e	numeric	38 unique values 0 missing
SPI	numeric	39 unique values 0 missing
ATSC3e	numeric	43 unique values 0 missing
GATS8p	numeric	29 unique values 0 missing
CATS2D_02_DA	numeric	5 unique values 0 missing
nHet	numeric	11 unique values 0 missing
H.052	numeric	6 unique values 0 missing
SpMin4_Bh.p.	numeric	38 unique values 0 missing
GGI1	numeric	15 unique values 0 missing
SpMax3_Bh.v.	numeric	43 unique values 0 missing
SM04_EA.bo.	numeric	37 unique values 0 missing
Eig06_AEA.dm.	numeric	41 unique values 0 missing
Sp	numeric	44 unique values 0 missing
Chi1_AEA.bo.	numeric	39 unique values 0 missing
VAR	numeric	29 unique values 0 missing
Chi1_AEA.dm.	numeric	39 unique values 0 missing
ATS6s	numeric	45 unique values 0 missing
Chi1_AEA.ed.	numeric	39 unique values 0 missing
Eig14_AEA.dm.	numeric	18 unique values 0 missing
Chi1_AEA.ri.	numeric	39 unique values 0 missing
ATS6e	numeric	45 unique values 0 missing
Chi1_EA	numeric	39 unique values 0 missing
Eig08_AEA.bo.	numeric	25 unique values 0 missing
CENT	numeric	38 unique values 0 missing
SpMax2_Bh.e.	numeric	43 unique values 0 missing
Dz	numeric	37 unique values 0 missing
SpMin4_Bh.i.	numeric	35 unique values 0 missing
Eig03_EA.bo.	numeric	39 unique values 0 missing
SpMin4_Bh.v.	numeric	35 unique values 0 missing
Eig05_AEA.dm.	numeric	42 unique values 0 missing
ATSC8i	numeric	37 unique values 0 missing
Eig07_AEA.ed.	numeric	27 unique values 0 missing
GGI6	numeric	25 unique values 0 missing
Eig08_AEA.dm.	numeric	32 unique values 0 missing
ATS3m	numeric	46 unique values 0 missing
S0K	numeric	32 unique values 0 missing
ATS3i	numeric	45 unique values 0 missing
SM13_AEA.ri.	numeric	39 unique values 0 missing
Eig04_EA.bo.	numeric	35 unique values 0 missing
SpMaxA_AEA.ed.	numeric	36 unique values 0 missing
SM14_AEA.ri.	numeric	35 unique values 0 missing
SpMaxA_AEA.ri.	numeric	34 unique values 0 missing
SpMin2_Bh.i.	numeric	41 unique values 0 missing
SpMaxA_EA	numeric	37 unique values 0 missing
MDDD	numeric	39 unique values 0 missing
SpMaxA_EA.ed.	numeric	37 unique values 0 missing
Eig03_AEA.bo.	numeric	38 unique values 0 missing
SpMaxA_EA.ri.	numeric	35 unique values 0 missing
piPC09	numeric	23 unique values 0 missing
X3v	numeric	43 unique values 0 missing
ATS5v	numeric	44 unique values 0 missing
nHAcc	numeric	9 unique values 0 missing
ATS6v	numeric	44 unique values 0 missing
TPSA.Tot.	numeric	31 unique values 0 missing
ATSC3i	numeric	46 unique values 0 missing
Eta_betaS	numeric	28 unique values 0 missing
ATSC5i	numeric	45 unique values 0 missing
ATS7v	numeric	37 unique values 0 missing
ATSC8v	numeric	37 unique values 0 missing
Eig08_AEA.ri.	numeric	22 unique values 0 missing
Eig09_AEA.ri.	numeric	26 unique values 0 missing
SpMin6_Bh.e.	numeric	35 unique values 0 missing
Eig12_AEA.bo.	numeric	24 unique values 0 missing
SpMin6_Bh.i.	numeric	33 unique values 0 missing
Eig13_AEA.bo.	numeric	26 unique values 0 missing
X1Kup	numeric	46 unique values 0 missing
Eig14_AEA.ed.	numeric	14 unique values 0 missing
X1MulPer	numeric	43 unique values 0 missing
MPC09	numeric	20 unique values 0 missing
X1Per	numeric	44 unique values 0 missing
SpMax4_Bh.i.	numeric	38 unique values 0 missing
P_VSA_v_2	numeric	35 unique values 0 missing
SpMax4_Bh.v.	numeric	36 unique values 0 missing
ATSC7p	numeric	44 unique values 0 missing
SpMax5_Bh.p.	numeric	42 unique values 0 missing
ATS2m	numeric	43 unique values 0 missing
SpMax5_Bh.v.	numeric	42 unique values 0 missing
Chi0_AEA.bo.	numeric	38 unique values 0 missing
SpMax6_Bh.e.	numeric	41 unique values 0 missing
Chi0_AEA.dm.	numeric	38 unique values 0 missing
SpMax6_Bh.i.	numeric	43 unique values 0 missing
Chi0_AEA.ed.	numeric	38 unique values 0 missing
SpMax7_Bh.v.	numeric	35 unique values 0 missing
Chi0_AEA.ri.	numeric	38 unique values 0 missing
SpMin7_Bh.m.	numeric	33 unique values 0 missing
Chi0_EA	numeric	38 unique values 0 missing
SpMin8_Bh.p.	numeric	25 unique values 0 missing
Eig05_AEA.ri.	numeric	44 unique values 0 missing
SpMin8_Bh.v.	numeric	25 unique values 0 missing
Eig05_EA	numeric	37 unique values 0 missing
TIC5	numeric	40 unique values 0 missing
Eig05_EA.bo.	numeric	38 unique values 0 missing
ON1V	numeric	44 unique values 0 missing
Eig05_EA.ed.	numeric	39 unique values 0 missing
SAtot	numeric	43 unique values 0 missing
Eig05_EA.ri.	numeric	43 unique values 0 missing
SpMax7_Bh.e.	numeric	38 unique values 0 missing
Eig09_AEA.bo.	numeric	30 unique values 0 missing
SpMax7_Bh.i.	numeric	37 unique values 0 missing
MWC09	numeric	38 unique values 0 missing
SpMax8_Bh.p.	numeric	41 unique values 0 missing
MWC10	numeric	39 unique values 0 missing
SpMax8_Bh.v.	numeric	35 unique values 0 missing
SM13_AEA.bo.	numeric	37 unique values 0 missing
SpMin7_Bh.v.	numeric	34 unique values 0 missing
SM14_AEA.dm.	numeric	39 unique values 0 missing
SpMin8_Bh.e.	numeric	19 unique values 0 missing
SM15_AEA.ri.	numeric	38 unique values 0 missing
SpMin8_Bh.i.	numeric	17 unique values 0 missing
SNar	numeric	32 unique values 0 missing
ATS6p	numeric	45 unique values 0 missing
SpAD_EA.ri.	numeric	45 unique values 0 missing
AMR	numeric	43 unique values 0 missing
TWC	numeric	39 unique values 0 missing
Eig08_EA	numeric	21 unique values 0 missing
X4sol	numeric	40 unique values 0 missing
Eig08_EA.bo.	numeric	33 unique values 0 missing
X4v	numeric	45 unique values 0 missing
Eig08_EA.ri.	numeric	23 unique values 0 missing
X5sol	numeric	40 unique values 0 missing
Eig14_AEA.bo.	numeric	20 unique values 0 missing
Xt	numeric	32 unique values 0 missing
ICR	numeric	37 unique values 0 missing
ON1	numeric	38 unique values 0 missing
SM02_AEA.dm.	numeric	21 unique values 0 missing
SMTIV	numeric	44 unique values 0 missing
ATS5p	numeric	45 unique values 0 missing
BID	numeric	34 unique values 0 missing
CSI	numeric	38 unique values 0 missing
Eig04_EA	numeric	35 unique values 0 missing
ECC	numeric	35 unique values 0 missing
Eig04_EA.ed.	numeric	35 unique values 0 missing
IDET	numeric	39 unique values 0 missing
Eig10_AEA.ed.	numeric	32 unique values 0 missing
IDMT	numeric	39 unique values 0 missing
Eig13_AEA.ed.	numeric	19 unique values 0 missing
LPRS	numeric	39 unique values 0 missing
Eig13_EA	numeric	18 unique values 0 missing
Xu	numeric	39 unique values 0 missing
Eig13_EA.bo.	numeric	22 unique values 0 missing
ATS3e	numeric	43 unique values 0 missing
Eig13_EA.ed.	numeric	21 unique values 0 missing
ATSC4i	numeric	45 unique values 0 missing
Eig13_EA.ri.	numeric	16 unique values 0 missing
Eig15_AEA.ed.	numeric	14 unique values 0 missing
HDcpx	numeric	34 unique values 0 missing
GATS2p	numeric	41 unique values 0 missing
IDM	numeric	39 unique values 0 missing
DELS	numeric	46 unique values 0 missing
MPC01	numeric	18 unique values 0 missing
Eta_FL	numeric	44 unique values 0 missing
MPC06	numeric	35 unique values 0 missing
SpMax5_Bh.m.	numeric	44 unique values 0 missing
MWC01	numeric	18 unique values 0 missing
SpMax6_Bh.m.	numeric	40 unique values 0 missing
nBO	numeric	18 unique values 0 missing
SpMax7_Bh.s.	numeric	44 unique values 0 missing
SM07_AEA.dm.	numeric	18 unique values 0 missing
GGI4	numeric	37 unique values 0 missing
SM08_AEA.ri.	numeric	21 unique values 0 missing
GGI7	numeric	18 unique values 0 missing
SM12_AEA.bo.	numeric	35 unique values 0 missing
GGI8	numeric	17 unique values 0 missing
SM13_AEA.dm.	numeric	35 unique values 0 missing
JGI8	numeric	12 unique values 0 missing
SRW02	numeric	18 unique values 0 missing
SpMax6_Bh.p.	numeric	39 unique values 0 missing
Wap	numeric	36 unique values 0 missing
SpMax8_Bh.e.	numeric	33 unique values 0 missing
ATS7e	numeric	37 unique values 0 missing
SpMax8_Bh.i.	numeric	34 unique values 0 missing
ATSC1i	numeric	41 unique values 0 missing
Eta_F_A	numeric	45 unique values 0 missing
ATSC7m	numeric	44 unique values 0 missing
P_VSA_p_2	numeric	32 unique values 0 missing
Chi0_EA.bo.	numeric	38 unique values 0 missing
SAacc	numeric	35 unique values 0 missing
Chi0_EA.ed.	numeric	39 unique values 0 missing
RBF	numeric	28 unique values 0 missing
Chi0_EA.ri.	numeric	45 unique values 0 missing
Eig06_AEA.ri.	numeric	39 unique values 0 missing
Chi1_EA.ed.	numeric	39 unique values 0 missing
X3A	numeric	28 unique values 0 missing
Eig05_AEA.bo.	numeric	39 unique values 0 missing
MPC07	numeric	33 unique values 0 missing
Eig05_AEA.ed.	numeric	39 unique values 0 missing
SpMax5_Bh.s.	numeric	39 unique values 0 missing
Eig06_AEA.ed.	numeric	35 unique values 0 missing
MATS1v	numeric	40 unique values 0 missing
GMTI	numeric	39 unique values 0 missing
nAB	numeric	8 unique values 0 missing
piPC01	numeric	28 unique values 0 missing
nBM	numeric	16 unique values 0 missing
Psi_e_1	numeric	46 unique values 0 missing
nCar	numeric	10 unique values 0 missing
RDCHI	numeric	38 unique values 0 missing
nCsp2	numeric	12 unique values 0 missing
SCBO	numeric	28 unique values 0 missing
Uc	numeric	16 unique values 0 missing
SMTI	numeric	39 unique values 0 missing
MATS1s	numeric	41 unique values 0 missing
SpAD_AEA.bo.	numeric	39 unique values 0 missing
SpMax2_Bh.v.	numeric	44 unique values 0 missing
SpMax3_Bh.p.	numeric	43 unique values 0 missing
SpMax8_Bh.s.	numeric	43 unique values 0 missing
SpMin3_Bh.e.	numeric	43 unique values 0 missing
P_VSA_LogP_4	numeric	19 unique values 0 missing
Eta_B	numeric	32 unique values 0 missing
SM03_EA.ri.	numeric	34 unique values 0 missing
IAC	numeric	42 unique values 0 missing
UNIP	numeric	33 unique values 0 missing
MWC05	numeric	36 unique values 0 missing
Eig08_EA.ed.	numeric	25 unique values 0 missing
S1K	numeric	40 unique values 0 missing
SM03_AEA.ri.	numeric	25 unique values 0 missing
SM05_EA.bo.	numeric	36 unique values 0 missing
GATS1e	numeric	39 unique values 0 missing
SM08_AEA.bo.	numeric	36 unique values 0 missing
SpMax4_Bh.s.	numeric	29 unique values 0 missing
SpMax6_Bh.s.	numeric	40 unique values 0 missing
D.Dtr05	numeric	20 unique values 0 missing
SpMax7_Bh.p.	numeric	37 unique values 0 missing
X1v	numeric	46 unique values 0 missing
TIC0	numeric	42 unique values 0 missing
Uindex	numeric	39 unique values 0 missing
TIE	numeric	46 unique values 0 missing
P_VSA_s_6	numeric	34 unique values 0 missing
GMTIV	numeric	44 unique values 0 missing
ATS5s	numeric	45 unique values 0 missing
Eta_C	numeric	46 unique values 0 missing
CATS2D_05_LL	numeric	7 unique values 0 missing
Eta_L	numeric	46 unique values 0 missing
Eig11_AEA.ri.	numeric	27 unique values 0 missing
MWC08	numeric	39 unique values 0 missing
Eig11_EA	numeric	24 unique values 0 missing
X2	numeric	39 unique values 0 missing
Eig11_EA.ed.	numeric	25 unique values 0 missing
SpAD_EA	numeric	39 unique values 0 missing
SM05_AEA.dm.	numeric	24 unique values 0 missing
SpAD_EA.bo.	numeric	39 unique values 0 missing
SM06_AEA.ri.	numeric	25 unique values 0 missing
X3	numeric	39 unique values 0 missing
SpMin5_Bh.s.	numeric	18 unique values 0 missing
P_VSA_MR_5	numeric	29 unique values 0 missing
SM02_EA.ri.	numeric	42 unique values 0 missing
IC2	numeric	43 unique values 0 missing
Eig14_EA	numeric	14 unique values 0 missing
SdO	numeric	46 unique values 0 missing
Eig14_EA.bo.	numeric	23 unique values 0 missing
Psi_i_s	numeric	44 unique values 0 missing
Eig14_EA.ri.	numeric	15 unique values 0 missing
Psi_i_t	numeric	12 unique values 0 missing
SM08_AEA.dm.	numeric	14 unique values 0 missing
ATS8e	numeric	32 unique values 0 missing
MATS8s	numeric	38 unique values 0 missing
ATS8i	numeric	32 unique values 0 missing
SpMax8_Bh.m.	numeric	33 unique values 0 missing
ATS8p	numeric	32 unique values 0 missing
MATS3v	numeric	43 unique values 0 missing
ATS8s	numeric	32 unique values 0 missing
Eig10_AEA.ri.	numeric	33 unique values 0 missing
ATS8v	numeric	32 unique values 0 missing
PHI	numeric	38 unique values 0 missing
GATS8v	numeric	30 unique values 0 missing
Eig14_EA.ed.	numeric	16 unique values 0 missing
HVcpx	numeric	39 unique values 0 missing
SM09_AEA.ri.	numeric	16 unique values 0 missing
IDE	numeric	39 unique values 0 missing
AAC	numeric	41 unique values 0 missing
ATSC7i	numeric	43 unique values 0 missing
ALOGP	numeric	43 unique values 0 missing
MPC04	numeric	27 unique values 0 missing
ALOGP2	numeric	42 unique values 0 missing
GATS7s	numeric	38 unique values 0 missing
AMW	numeric	44 unique values 0 missing
ATSC7v	numeric	43 unique values 0 missing
CATS2D_07_AL	numeric	6 unique values 0 missing
SpMin3_Bh.m.	numeric	42 unique values 0 missing
ZM2Mad	numeric	46 unique values 0 missing
ATSC2s	numeric	46 unique values 0 missing
ATS1s	numeric	43 unique values 0 missing
ATS2s	numeric	45 unique values 0 missing
ATS2v	numeric	41 unique values 0 missing
ATS6m	numeric	45 unique values 0 missing
DBI	numeric	23 unique values 0 missing
Eig06_EA	numeric	35 unique values 0 missing
Eig06_EA.ed.	numeric	37 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

501

Number of attributes (columns) of the dataset.

NumberOfClasses

Number of distinct values of the target attribute (if it is nominal).

NumberOfMissingValues

Number of missing values in the dataset.

NumberOfInstancesWithMissingValues

Number of instances with at least one value missing.

NumberOfNumericFeatures

500

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.94

Second quartile (Median) of standard deviation of attributes of the numeric type.

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.91

Minimum kurtosis among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

26.42

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.06

Minimum of means among attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

2.19

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

9060.63

Maximum of means among attributes of the numeric type.

MinMutualInformation

Minimal mutual information between the nominal attributes and the target attribute.

PercentageOfNumericFeatures

99.8

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

7.86

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

Maximum mutual information between the nominal attributes and the target attribute.

MinNominalAttDistinctValues

The minimal number of distinct values among attributes of the nominal type.

PercentageOfSymbolicFeatures

0.2

Percentage of nominal attributes.

Quartile3MutualInformation

Third quartile of mutual information between the nominal attributes and the target attribute.

MaxNominalAttDistinctValues

The maximum number of distinct values among attributes of the nominal type.

MinSkewnessOfNumericAtts

-3.93

Minimum skewness among attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

0.51

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

4.78

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.01

Minimum standard deviation of attributes of the numeric type.

Quartile1KurtosisOfNumericAtts

-0.64

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.74

Third quartile of standard deviation of attributes of the numeric type.

MaxStdDevOfNumericAtts

8027.23

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

1.03

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

Standard deviation of the number of distinct values among attributes of the nominal type.

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MutualInformation

First quartile of mutual information between the nominal attributes and the target attribute.

MeanKurtosisOfNumericAtts

1.49

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1SkewnessOfNumericAtts

-0.86

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

66.85

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.46

First quartile of standard deviation of attributes of the numeric type.

AutoCorrelation

-0.05

Average class difference between consecutive instances.

MeanMutualInformation

Average mutual information between the nominal attributes and the target attribute.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.

Quartile2KurtosisOfNumericAtts

0.22

Second quartile (Median) of kurtosis among attributes of the numeric type.

Dimensionality

10.89

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

Average number of distinct values among the attributes of the nominal type.

Quartile2MeansOfNumericAtts

3.14

Second quartile (Median) of means among attributes of the numeric type.

EquivalentNumberOfAtts

Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.

MeanSkewnessOfNumericAtts

-0.09

Mean skewness among attributes of the numeric type.

Quartile2MutualInformation

Second quartile (Median) of mutual information between the nominal attributes and the target attribute.

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

52.43

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

0.12