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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3056

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by unknown
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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: CHEMBL3056 (TID: 12831), and it has 85 rows and 480 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.

482 features

pXC50 (target)	numeric	64 unique values 0 missing
molecule_id (row identifier)	nominal	85 unique values 0 missing
Yindex	numeric	57 unique values 0 missing
piID	numeric	58 unique values 0 missing
ZM2Per	numeric	76 unique values 0 missing
ZM2V	numeric	64 unique values 0 missing
Eig05_EA.bo.	numeric	67 unique values 0 missing
SM15_AEA.ri.	numeric	67 unique values 0 missing
Xindex	numeric	54 unique values 0 missing
Eig13_AEA.ri.	numeric	61 unique values 0 missing
Eig13_EA.ri.	numeric	58 unique values 0 missing
Eig08_AEA.ri.	numeric	69 unique values 0 missing
Eig08_EA.ri.	numeric	65 unique values 0 missing
Eig13_AEA.dm.	numeric	65 unique values 0 missing
Eig14_AEA.dm.	numeric	61 unique values 0 missing
Eig12_AEA.bo.	numeric	63 unique values 0 missing
ZM2MulPer	numeric	76 unique values 0 missing
ZM2Kup	numeric	77 unique values 0 missing
SpMax3_Bh.m.	numeric	64 unique values 0 missing
ZM1MulPer	numeric	76 unique values 0 missing
ZM1Per	numeric	76 unique values 0 missing
SpMax2_Bh.m.	numeric	51 unique values 0 missing
P_VSA_LogP_5	numeric	28 unique values 0 missing
Vindex	numeric	54 unique values 0 missing
IC2	numeric	73 unique values 0 missing
Eig04_EA	numeric	50 unique values 0 missing
SM12_AEA.bo.	numeric	50 unique values 0 missing
XMOD	numeric	65 unique values 0 missing
Eig10_EA.ri.	numeric	66 unique values 0 missing
Eig15_AEA.dm.	numeric	68 unique values 0 missing
Chi1_AEA.bo.	numeric	60 unique values 0 missing
Chi1_AEA.dm.	numeric	60 unique values 0 missing
Chi1_AEA.ed.	numeric	60 unique values 0 missing
Chi1_AEA.ri.	numeric	60 unique values 0 missing
Chi1_EA	numeric	60 unique values 0 missing
Chi1_EA.bo.	numeric	72 unique values 0 missing
Chi1_EA.ri.	numeric	74 unique values 0 missing
Eig05_AEA.bo.	numeric	63 unique values 0 missing
Eig08_EA	numeric	55 unique values 0 missing
Eig09_AEA.ed.	numeric	54 unique values 0 missing
Eig09_AEA.ri.	numeric	68 unique values 0 missing
Eig09_EA	numeric	56 unique values 0 missing
Eig09_EA.ed.	numeric	58 unique values 0 missing
Eig10_AEA.ed.	numeric	54 unique values 0 missing
Eig10_EA.ed.	numeric	60 unique values 0 missing
Eig11_AEA.ed.	numeric	46 unique values 0 missing
Eig12_AEA.ed.	numeric	48 unique values 0 missing
Eig13_AEA.ed.	numeric	47 unique values 0 missing
Eig14_AEA.ed.	numeric	46 unique values 0 missing
Eig15_AEA.ed.	numeric	42 unique values 0 missing
Eta_FL	numeric	59 unique values 0 missing
MWC03	numeric	54 unique values 0 missing
MWC04	numeric	55 unique values 0 missing
P_VSA_s_3	numeric	64 unique values 0 missing
RDSQ	numeric	60 unique values 0 missing
SM02_AEA.dm.	numeric	55 unique values 0 missing
SM03_AEA.dm.	numeric	56 unique values 0 missing
SM04_AEA.ri.	numeric	58 unique values 0 missing
SM05_AEA.ri.	numeric	60 unique values 0 missing
SNar	numeric	43 unique values 0 missing
SpAD_AEA.bo.	numeric	72 unique values 0 missing
SpAD_AEA.ri.	numeric	73 unique values 0 missing
SpAD_EA	numeric	60 unique values 0 missing
Xt	numeric	41 unique values 0 missing
ZM2	numeric	54 unique values 0 missing
piPC03	numeric	56 unique values 0 missing
ZM1V	numeric	56 unique values 0 missing
MATS3i	numeric	63 unique values 0 missing
SM04_EA.bo.	numeric	68 unique values 0 missing
Eig11_AEA.bo.	numeric	57 unique values 0 missing
Eta_beta	numeric	55 unique values 0 missing
SM03_EA.bo.	numeric	36 unique values 0 missing
SpMin3_Bh.e.	numeric	54 unique values 0 missing
Eig08_AEA.bo.	numeric	57 unique values 0 missing
Eig08_EA.bo.	numeric	60 unique values 0 missing
Eta_betaS	numeric	35 unique values 0 missing
ICR	numeric	51 unique values 0 missing
piPC02	numeric	50 unique values 0 missing
RDCHI	numeric	58 unique values 0 missing
SM02_EA.bo.	numeric	50 unique values 0 missing
ZM1Mad	numeric	64 unique values 0 missing
GATS2i	numeric	73 unique values 0 missing
Eig13_AEA.bo.	numeric	54 unique values 0 missing
SM06_EA.bo.	numeric	68 unique values 0 missing
Eig13_EA.bo.	numeric	54 unique values 0 missing
Eig12_EA.bo.	numeric	63 unique values 0 missing
Eig06_EA.bo.	numeric	43 unique values 0 missing
Eig11_EA.bo.	numeric	65 unique values 0 missing
ATS1m	numeric	66 unique values 0 missing
NRS	numeric	4 unique values 0 missing
Eig09_AEA.dm.	numeric	69 unique values 0 missing
Eig10_AEA.dm.	numeric	67 unique values 0 missing
Rperim	numeric	12 unique values 0 missing
Eig10_AEA.ri.	numeric	68 unique values 0 missing
Eig12_AEA.dm.	numeric	70 unique values 0 missing
piPC04	numeric	59 unique values 0 missing
SpAD_AEA.dm.	numeric	78 unique values 0 missing
Eig04_EA.ed.	numeric	51 unique values 0 missing
SM13_AEA.dm.	numeric	51 unique values 0 missing
ATS2s	numeric	72 unique values 0 missing
Uindex	numeric	60 unique values 0 missing
Eig02_EA.bo.	numeric	46 unique values 0 missing
Eig13_EA.ed.	numeric	52 unique values 0 missing
piPC01	numeric	35 unique values 0 missing
SCBO	numeric	35 unique values 0 missing
SM08_AEA.ri.	numeric	52 unique values 0 missing
SM12_AEA.ri.	numeric	46 unique values 0 missing
SpAD_EA.bo.	numeric	72 unique values 0 missing
SpMaxA_AEA.dm.	numeric	47 unique values 0 missing
MPC03	numeric	35 unique values 0 missing
X4	numeric	60 unique values 0 missing
SM05_EA.bo.	numeric	57 unique values 0 missing
MATS2i	numeric	68 unique values 0 missing
S1K	numeric	65 unique values 0 missing
MW	numeric	68 unique values 0 missing
P_VSA_p_3	numeric	75 unique values 0 missing
P_VSA_v_3	numeric	75 unique values 0 missing
Eig12_AEA.ri.	numeric	51 unique values 0 missing
Eig12_EA	numeric	47 unique values 0 missing
Eig12_EA.ed.	numeric	56 unique values 0 missing
Eig12_EA.ri.	numeric	53 unique values 0 missing
SM06_AEA.dm.	numeric	47 unique values 0 missing
SM07_AEA.ri.	numeric	56 unique values 0 missing
Eig04_AEA.ri.	numeric	57 unique values 0 missing
Eta_F_A	numeric	70 unique values 0 missing
Eig07_EA.bo.	numeric	51 unique values 0 missing
ATS2m	numeric	73 unique values 0 missing
SpMaxA_AEA.ed.	numeric	46 unique values 0 missing
SpMin2_Bh.p.	numeric	62 unique values 0 missing
PHI	numeric	71 unique values 0 missing
Eig07_EA	numeric	53 unique values 0 missing
Eig08_EA.ed.	numeric	56 unique values 0 missing
SM03_AEA.ri.	numeric	56 unique values 0 missing
SM15_AEA.bo.	numeric	53 unique values 0 missing
GGI8	numeric	52 unique values 0 missing
ZM1Kup	numeric	74 unique values 0 missing
ATSC3m	numeric	78 unique values 0 missing
IC3	numeric	72 unique values 0 missing
Eta_sh_p	numeric	60 unique values 0 missing
GNar	numeric	53 unique values 0 missing
JGI1	numeric	47 unique values 0 missing
BLI	numeric	70 unique values 0 missing
MATS2p	numeric	71 unique values 0 missing
X1Av	numeric	58 unique values 0 missing
ZM2Mad	numeric	65 unique values 0 missing
ATSC2v	numeric	77 unique values 0 missing
ATSC3i	numeric	77 unique values 0 missing
Eta_F	numeric	77 unique values 0 missing
SM08_AEA.bo.	numeric	69 unique values 0 missing
ATSC7e	numeric	72 unique values 0 missing
ATSC7s	numeric	78 unique values 0 missing
GMTIV	numeric	76 unique values 0 missing
SpMin3_Bh.i.	numeric	49 unique values 0 missing
SAtot	numeric	75 unique values 0 missing
D.Dtr06	numeric	58 unique values 0 missing
Eig06_AEA.bo.	numeric	46 unique values 0 missing
ON0	numeric	49 unique values 0 missing
X0Av	numeric	63 unique values 0 missing
Chi1_EA.ed.	numeric	59 unique values 0 missing
SpMax5_Bh.i.	numeric	53 unique values 0 missing
IDDE	numeric	56 unique values 0 missing
Eig13_EA	numeric	47 unique values 0 missing
SM07_AEA.dm.	numeric	47 unique values 0 missing
Chi0_EA.ed.	numeric	59 unique values 0 missing
Eig06_AEA.ri.	numeric	52 unique values 0 missing
Eig06_EA	numeric	44 unique values 0 missing
Eig07_AEA.bo.	numeric	48 unique values 0 missing
Eig10_EA	numeric	54 unique values 0 missing
S0K	numeric	53 unique values 0 missing
SM04_AEA.dm.	numeric	54 unique values 0 missing
SM14_AEA.bo.	numeric	44 unique values 0 missing
SpMax6_Bh.m.	numeric	55 unique values 0 missing
SpMax6_Bh.v.	numeric	45 unique values 0 missing
SpMin6_Bh.i.	numeric	52 unique values 0 missing
SssO	numeric	32 unique values 0 missing
TIC1	numeric	77 unique values 0 missing
VAR	numeric	46 unique values 0 missing
LOC	numeric	53 unique values 0 missing
SpMin5_Bh.p.	numeric	61 unique values 0 missing
S2K	numeric	70 unique values 0 missing
GATS1m	numeric	65 unique values 0 missing
Se	numeric	68 unique values 0 missing
X1Kup	numeric	78 unique values 0 missing
X1Per	numeric	75 unique values 0 missing
SpMaxA_EA.ri.	numeric	41 unique values 0 missing
DELS	numeric	78 unique values 0 missing
Eig11_EA.ed.	numeric	58 unique values 0 missing
SM06_AEA.ri.	numeric	58 unique values 0 missing
SpMaxA_EA.ed.	numeric	46 unique values 0 missing
Eig06_AEA.dm.	numeric	53 unique values 0 missing
SpMaxA_AEA.bo.	numeric	38 unique values 0 missing
SpMax3_Bh.i.	numeric	66 unique values 0 missing
AECC	numeric	53 unique values 0 missing
IDE	numeric	59 unique values 0 missing
JGT	numeric	54 unique values 0 missing
SpMin2_Bh.i.	numeric	57 unique values 0 missing
MATS3p	numeric	62 unique values 0 missing
MATS4e	numeric	64 unique values 0 missing
SM05_AEA.bo.	numeric	67 unique values 0 missing
ISIZ	numeric	46 unique values 0 missing
nAT	numeric	46 unique values 0 missing
Si	numeric	68 unique values 0 missing
NaasC	numeric	8 unique values 0 missing
TPSA.Tot.	numeric	36 unique values 0 missing
Sp	numeric	67 unique values 0 missing
Sv	numeric	68 unique values 0 missing
VvdwMG	numeric	69 unique values 0 missing
Vx	numeric	69 unique values 0 missing
Eig04_AEA.bo.	numeric	58 unique values 0 missing
SpMaxA_AEA.ri.	numeric	44 unique values 0 missing
SpMax3_Bh.v.	numeric	63 unique values 0 missing
TIC2	numeric	74 unique values 0 missing
ATS2p	numeric	73 unique values 0 missing
SpMaxA_EA	numeric	39 unique values 0 missing
BBI	numeric	32 unique values 0 missing
MPC02	numeric	32 unique values 0 missing
SM02_EA	numeric	32 unique values 0 missing
ATS3m	numeric	76 unique values 0 missing
ATS7s	numeric	74 unique values 0 missing
SpMax3_Bh.p.	numeric	60 unique values 0 missing
SpMax3_Bh.e.	numeric	64 unique values 0 missing
Pol	numeric	36 unique values 0 missing
X3	numeric	59 unique values 0 missing
SpMax5_Bh.e.	numeric	59 unique values 0 missing
DLS_03	numeric	4 unique values 0 missing
DLS_06	numeric	4 unique values 0 missing
GATS1p	numeric	66 unique values 0 missing
nAB	numeric	6 unique values 0 missing
nCar	numeric	7 unique values 0 missing
PCD	numeric	62 unique values 0 missing
SpMax4_Bh.m.	numeric	72 unique values 0 missing
Eta_betaP	numeric	21 unique values 0 missing
nBM	numeric	16 unique values 0 missing
Uc	numeric	16 unique values 0 missing
SaaCH	numeric	60 unique values 0 missing
SpMin6_Bh.e.	numeric	55 unique values 0 missing
SpMin6_Bh.p.	numeric	57 unique values 0 missing
SpMax6_Bh.p.	numeric	44 unique values 0 missing
SpMin7_Bh.v.	numeric	58 unique values 0 missing
SRW06	numeric	58 unique values 0 missing
TIC3	numeric	73 unique values 0 missing
X2v	numeric	78 unique values 0 missing
HVcpx	numeric	59 unique values 0 missing
SM02_AEA.ed.	numeric	52 unique values 0 missing
SpMax6_Bh.e.	numeric	50 unique values 0 missing
SpMax6_Bh.i.	numeric	47 unique values 0 missing
ATS5m	numeric	75 unique values 0 missing
GATS8v	numeric	68 unique values 0 missing
ATS8s	numeric	76 unique values 0 missing
P_VSA_m_2	numeric	75 unique values 0 missing
Eig05_AEA.dm.	numeric	66 unique values 0 missing
SpMax7_Bh.s.	numeric	62 unique values 0 missing
X5A	numeric	19 unique values 0 missing
ATS3p	numeric	75 unique values 0 missing
ATS2v	numeric	75 unique values 0 missing
Psi_i_1	numeric	78 unique values 0 missing
ATS7v	numeric	77 unique values 0 missing
ATS8v	numeric	75 unique values 0 missing
GGI5	numeric	54 unique values 0 missing
ON0V	numeric	70 unique values 0 missing
CATS2D_01_LL	numeric	24 unique values 0 missing
Eig07_AEA.ed.	numeric	52 unique values 0 missing
Eig11_EA	numeric	57 unique values 0 missing
Eig14_AEA.bo.	numeric	62 unique values 0 missing
Eig14_EA.bo.	numeric	61 unique values 0 missing
MPC01	numeric	24 unique values 0 missing
MWC01	numeric	24 unique values 0 missing
MWC02	numeric	40 unique values 0 missing
nBO	numeric	24 unique values 0 missing
nCsp2	numeric	18 unique values 0 missing
SM05_AEA.dm.	numeric	57 unique values 0 missing
SpAD_AEA.ed.	numeric	60 unique values 0 missing
SpMin3_Bh.v.	numeric	57 unique values 0 missing
SRW02	numeric	24 unique values 0 missing
ZM1	numeric	40 unique values 0 missing
Eig09_EA.ri.	numeric	67 unique values 0 missing
Eig11_AEA.ri.	numeric	60 unique values 0 missing
SpAD_EA.ri.	numeric	74 unique values 0 missing
ATS1p	numeric	69 unique values 0 missing
C.024	numeric	10 unique values 0 missing
Eig03_EA.dm.	numeric	19 unique values 0 missing
NaaCH	numeric	11 unique values 0 missing
SM02_EA.ri.	numeric	68 unique values 0 missing
SRW04	numeric	45 unique values 0 missing
ATS6v	numeric	76 unique values 0 missing
Eig03_EA.bo.	numeric	61 unique values 0 missing
SM13_AEA.ri.	numeric	61 unique values 0 missing
ATSC2s	numeric	78 unique values 0 missing
Eig09_AEA.bo.	numeric	57 unique values 0 missing
Eig10_AEA.bo.	numeric	59 unique values 0 missing
Eig10_EA.bo.	numeric	59 unique values 0 missing
Psi_i_s	numeric	73 unique values 0 missing
X3sol	numeric	60 unique values 0 missing
ATS3s	numeric	67 unique values 0 missing
X1v	numeric	78 unique values 0 missing
ATS4s	numeric	73 unique values 0 missing
CIC1	numeric	77 unique values 0 missing
SpMAD_EA.bo.	numeric	68 unique values 0 missing
SsssN	numeric	45 unique values 0 missing
SM02_AEA.bo.	numeric	57 unique values 0 missing
Eig14_AEA.ri.	numeric	59 unique values 0 missing
ATSC3v	numeric	78 unique values 0 missing
CATS2D_08_LL	numeric	15 unique values 0 missing
GATS3p	numeric	74 unique values 0 missing
Eig06_AEA.ed.	numeric	52 unique values 0 missing
CATS2D_02_LL	numeric	28 unique values 0 missing
CATS2D_03_LL	numeric	24 unique values 0 missing
AMR	numeric	77 unique values 0 missing
CENT	numeric	59 unique values 0 missing
DECC	numeric	53 unique values 0 missing
DLS_cons	numeric	19 unique values 0 missing
ECC	numeric	53 unique values 0 missing
GMTI	numeric	60 unique values 0 missing
IDET	numeric	60 unique values 0 missing
IDMT	numeric	60 unique values 0 missing
LPRS	numeric	60 unique values 0 missing
MDDD	numeric	60 unique values 0 missing
nC	numeric	26 unique values 0 missing
SMTI	numeric	60 unique values 0 missing
UNIP	numeric	48 unique values 0 missing
X0	numeric	55 unique values 0 missing
Xu	numeric	60 unique values 0 missing
ATS5e	numeric	76 unique values 0 missing
ATS5i	numeric	73 unique values 0 missing
nCs	numeric	17 unique values 0 missing
P_VSA_LogP_2	numeric	40 unique values 0 missing
SssCH2	numeric	77 unique values 0 missing
SM06_AEA.bo.	numeric	69 unique values 0 missing
Psi_e_1	numeric	76 unique values 0 missing
Psi_i_0	numeric	76 unique values 0 missing
SpMin6_Bh.s.	numeric	50 unique values 0 missing
ATSC2m	numeric	76 unique values 0 missing
Chi1_EA.dm.	numeric	57 unique values 0 missing
Eig08_AEA.ed.	numeric	55 unique values 0 missing
ATS6s	numeric	72 unique values 0 missing
SpMin7_Bh.m.	numeric	58 unique values 0 missing
GATS3i	numeric	71 unique values 0 missing
SM03_AEA.bo.	numeric	65 unique values 0 missing
ATSC2i	numeric	76 unique values 0 missing
Eig05_EA	numeric	47 unique values 0 missing
SM13_AEA.bo.	numeric	47 unique values 0 missing
ATS1v	numeric	70 unique values 0 missing
Eig06_EA.ed.	numeric	52 unique values 0 missing
SM15_AEA.dm.	numeric	52 unique values 0 missing
Eig08_AEA.dm.	numeric	63 unique values 0 missing
GATS4e	numeric	72 unique values 0 missing
Mp	numeric	52 unique values 0 missing
Eig11_AEA.dm.	numeric	71 unique values 0 missing
X0v	numeric	76 unique values 0 missing
Eta_epsi	numeric	68 unique values 0 missing
ATSC7m	numeric	78 unique values 0 missing
Eig09_EA.bo.	numeric	68 unique values 0 missing
ATSC7p	numeric	78 unique values 0 missing
Eig05_AEA.ri.	numeric	57 unique values 0 missing
SpMax4_Bh.s.	numeric	57 unique values 0 missing
ATSC2p	numeric	77 unique values 0 missing
ATS7p	numeric	75 unique values 0 missing
ATSC8p	numeric	78 unique values 0 missing
Eig05_EA.ri.	numeric	58 unique values 0 missing
SpMin5_Bh.s.	numeric	62 unique values 0 missing
GATS3v	numeric	70 unique values 0 missing
Eig03_AEA.bo.	numeric	56 unique values 0 missing
ATS8p	numeric	76 unique values 0 missing
ATSC8i	numeric	78 unique values 0 missing
ATSC8v	numeric	78 unique values 0 missing
VvdwZAZ	numeric	69 unique values 0 missing
X2	numeric	59 unique values 0 missing
ATSC8m	numeric	78 unique values 0 missing
SpMin2_Bh.e.	numeric	66 unique values 0 missing
X2sol	numeric	60 unique values 0 missing
SpMax5_Bh.m.	numeric	60 unique values 0 missing
LLS_02	numeric	5 unique values 0 missing
GGI9	numeric	49 unique values 0 missing
ATS8m	numeric	73 unique values 0 missing
SpAD_EA.ed.	numeric	60 unique values 0 missing
SpMin2_Bh.v.	numeric	58 unique values 0 missing
SpMax2_Bh.p.	numeric	50 unique values 0 missing
ATS1s	numeric	76 unique values 0 missing
BID	numeric	40 unique values 0 missing
Chi0_AEA.bo.	numeric	60 unique values 0 missing
Chi0_AEA.dm.	numeric	60 unique values 0 missing
Chi0_AEA.ed.	numeric	60 unique values 0 missing
Chi0_AEA.ri.	numeric	60 unique values 0 missing
Chi0_EA	numeric	60 unique values 0 missing
CID	numeric	55 unique values 0 missing
CSI	numeric	56 unique values 0 missing
Dz	numeric	45 unique values 0 missing
Eig07_EA.ed.	numeric	52 unique values 0 missing
Eig11_EA.ri.	numeric	56 unique values 0 missing
Eig14_EA	numeric	47 unique values 0 missing
Eig14_EA.ed.	numeric	47 unique values 0 missing
Eig14_EA.ri.	numeric	54 unique values 0 missing
HDcpx	numeric	48 unique values 0 missing
IDDM	numeric	54 unique values 0 missing
IDM	numeric	58 unique values 0 missing
IVDM	numeric	53 unique values 0 missing
nSK	numeric	24 unique values 0 missing
ON1	numeric	54 unique values 0 missing
Psi_e_0	numeric	72 unique values 0 missing
SM02_AEA.ri.	numeric	52 unique values 0 missing
SM08_AEA.dm.	numeric	47 unique values 0 missing
SM09_AEA.ri.	numeric	47 unique values 0 missing
SMTIV	numeric	75 unique values 0 missing
X1	numeric	60 unique values 0 missing
X1Mad	numeric	65 unique values 0 missing
X1sol	numeric	61 unique values 0 missing
SpMin7_Bh.s.	numeric	54 unique values 0 missing
ATSC7i	numeric	78 unique values 0 missing
Eig03_AEA.ri.	numeric	56 unique values 0 missing
Eig03_EA	numeric	48 unique values 0 missing
SM11_AEA.bo.	numeric	48 unique values 0 missing
MATS5v	numeric	67 unique values 0 missing
MATS8p	numeric	69 unique values 0 missing
ATS7m	numeric	78 unique values 0 missing
Eta_alpha	numeric	53 unique values 0 missing
X0sol	numeric	57 unique values 0 missing
GGI1	numeric	19 unique values 0 missing
MATS8v	numeric	70 unique values 0 missing
BIC1	numeric	69 unique values 0 missing
D.Dtr07	numeric	12 unique values 0 missing
GATS4s	numeric	73 unique values 0 missing
GATS5m	numeric	66 unique values 0 missing
MATS4s	numeric	71 unique values 0 missing
SIC1	numeric	70 unique values 0 missing
SM04_AEA.bo.	numeric	67 unique values 0 missing
Chi0_EA.ri.	numeric	74 unique values 0 missing
Mi	numeric	28 unique values 0 missing
GATS1v	numeric	66 unique values 0 missing
AAC	numeric	61 unique values 0 missing
ALOGP	numeric	77 unique values 0 missing
ALOGP2	numeric	77 unique values 0 missing
AMW	numeric	68 unique values 0 missing
ARR	numeric	30 unique values 0 missing
ATS1e	numeric	68 unique values 0 missing
ATS1i	numeric	70 unique values 0 missing
ATS2e	numeric	70 unique values 0 missing
ATS2i	numeric	71 unique values 0 missing
ATS3e	numeric	75 unique values 0 missing
ATS3i	numeric	74 unique values 0 missing
ATS3v	numeric	76 unique values 0 missing
ATS4e	numeric	77 unique values 0 missing
ATS4i	numeric	76 unique values 0 missing
ATS4m	numeric	75 unique values 0 missing
ATS4p	numeric	75 unique values 0 missing
ATS4v	numeric	77 unique values 0 missing
ATS5p	numeric	76 unique values 0 missing
ATS5s	numeric	76 unique values 0 missing
ATS5v	numeric	76 unique values 0 missing
ATS6e	numeric	76 unique values 0 missing
ATS6i	numeric	74 unique values 0 missing
ATS6m	numeric	76 unique values 0 missing
ATS6p	numeric	73 unique values 0 missing
ATS7e	numeric	77 unique values 0 missing
ATS7i	numeric	75 unique values 0 missing
ATS8e	numeric	78 unique values 0 missing
ATS8i	numeric	77 unique values 0 missing
ATSC1e	numeric	52 unique values 0 missing
ATSC1i	numeric	64 unique values 0 missing
ATSC1m	numeric	70 unique values 0 missing
ATSC1p	numeric	70 unique values 0 missing
ATSC1s	numeric	78 unique values 0 missing
ATSC1v	numeric	69 unique values 0 missing
ATSC2e	numeric	71 unique values 0 missing
ATSC3e	numeric	75 unique values 0 missing
ATSC3p	numeric	78 unique values 0 missing
ATSC3s	numeric	78 unique values 0 missing
ATSC4e	numeric	77 unique values 0 missing
ATSC4i	numeric	77 unique values 0 missing
ATSC4m	numeric	78 unique values 0 missing
ATSC4p	numeric	78 unique values 0 missing
ATSC4s	numeric	78 unique values 0 missing
ATSC4v	numeric	78 unique values 0 missing
ATSC5e	numeric	75 unique values 0 missing
ATSC5i	numeric	74 unique values 0 missing
ATSC5m	numeric	78 unique values 0 missing
ATSC5p	numeric	78 unique values 0 missing
ATSC5s	numeric	78 unique values 0 missing
ATSC5v	numeric	77 unique values 0 missing
ATSC6e	numeric	71 unique values 0 missing
ATSC6i	numeric	75 unique values 0 missing
ATSC6m	numeric	78 unique values 0 missing
ATSC6p	numeric	78 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

482

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

481

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile1MutualInformation

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

PercentageOfBinaryFeatures

Percentage of binary attributes.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

PercentageOfMissingValues

Percentage of missing values.

PercentageOfNumericFeatures

99.79

Percentage of numeric attributes.

PercentageOfSymbolicFeatures

0.21

Percentage of nominal attributes.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile1KurtosisOfNumericAtts

-1.02

First quartile of kurtosis among attributes of the numeric type.

Quartile1MeansOfNumericAtts

1.55

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.

Quartile1SkewnessOfNumericAtts

-0.42

First quartile of skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.24

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Quartile2KurtosisOfNumericAtts

-0.67

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

Quartile2MeansOfNumericAtts

4.14

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

Quartile2MutualInformation

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

Quartile2SkewnessOfNumericAtts

-0.04

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

Quartile2StdDevOfNumericAtts

0.58

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

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

Quartile3KurtosisOfNumericAtts

-0.11

Third quartile of kurtosis among attributes of the numeric type.

Quartile3MeansOfNumericAtts

15.11

Third quartile of means among attributes of the numeric type.

Quartile3MutualInformation

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

Quartile3SkewnessOfNumericAtts

0.3

Third quartile of skewness among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

4.63

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

AutoCorrelation

-0.08

Average class difference between consecutive instances.

MeanMeansOfNumericAtts

223.47

Mean of means among attributes of the numeric type.

ClassEntropy

Entropy of the target attribute values.

Dimensionality

5.67

Number of attributes divided by the number of instances.

EquivalentNumberOfAtts

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MajorityClassSize

Number of instances belonging to the most frequent class.

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

17.41

Maximum kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

26264.31

Maximum of means among attributes of the numeric type.

MaxMutualInformation

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

MaxNominalAttDistinctValues

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

MaxSkewnessOfNumericAtts

3.76

Maximum skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

19967.38

Maximum standard deviation of attributes of the numeric type.

MeanAttributeEntropy

Average entropy of the attributes.

MeanKurtosisOfNumericAtts

-0.23

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

MeanMutualInformation

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

MeanNoiseToSignalRatio

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

MeanNominalAttDistinctValues

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

MeanSkewnessOfNumericAtts

Mean skewness among attributes of the numeric type.

MeanStdDevOfNumericAtts

156.99

Mean standard deviation of attributes of the numeric type.

MinAttributeEntropy

Minimal entropy among attributes.

MinKurtosisOfNumericAtts

-1.61

Minimum kurtosis among attributes of the numeric type.