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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3646

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: CHEMBL3646 (TID: 18014), and it has 58 rows and 442 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.

444 features

pXC50 (target)	numeric	50 unique values 0 missing
molecule_id (row identifier)	nominal	58 unique values 0 missing
IVDE	numeric	38 unique values 0 missing
Eig03_EA.bo.	numeric	24 unique values 0 missing
JGI1	numeric	37 unique values 0 missing
SM13_AEA.ri.	numeric	24 unique values 0 missing
MATS1m	numeric	34 unique values 0 missing
N.	numeric	24 unique values 0 missing
MATS1p	numeric	44 unique values 0 missing
Eig03_AEA.bo.	numeric	32 unique values 0 missing
MATS2s	numeric	50 unique values 0 missing
MATS3s	numeric	55 unique values 0 missing
MDDD	numeric	50 unique values 0 missing
SpMax2_Bh.s.	numeric	13 unique values 0 missing
MPC01	numeric	26 unique values 0 missing
CATS2D_02_AA	numeric	4 unique values 0 missing
MPC02	numeric	30 unique values 0 missing
CATS2D_03_NL	numeric	5 unique values 0 missing
MPC03	numeric	30 unique values 0 missing
Chi0_EA.ed.	numeric	49 unique values 0 missing
MPC05	numeric	34 unique values 0 missing
Chi0_EA.ri.	numeric	56 unique values 0 missing
MPC06	numeric	39 unique values 0 missing
Chi1_AEA.bo.	numeric	47 unique values 0 missing
MPC07	numeric	43 unique values 0 missing
Chi1_AEA.dm.	numeric	47 unique values 0 missing
MPC09	numeric	41 unique values 0 missing
Chi1_AEA.ed.	numeric	47 unique values 0 missing
MPC10	numeric	42 unique values 0 missing
Chi1_AEA.ri.	numeric	47 unique values 0 missing
MSD	numeric	50 unique values 0 missing
Chi1_EA	numeric	47 unique values 0 missing
MWC01	numeric	26 unique values 0 missing
Chi1_EA.ed.	numeric	50 unique values 0 missing
MWC02	numeric	35 unique values 0 missing
Chi1_EA.ri.	numeric	57 unique values 0 missing
MWC03	numeric	38 unique values 0 missing
Eig06_AEA.bo.	numeric	35 unique values 0 missing
MWC05	numeric	45 unique values 0 missing
Eig07_EA.ed.	numeric	39 unique values 0 missing
MWC07	numeric	50 unique values 0 missing
Eig10_EA	numeric	37 unique values 0 missing
MWC09	numeric	49 unique values 0 missing
Eig10_EA.bo.	numeric	44 unique values 0 missing
MWC10	numeric	49 unique values 0 missing
Eig10_EA.ed.	numeric	43 unique values 0 missing
N.076	numeric	2 unique values 0 missing
Eig11_AEA.ed.	numeric	29 unique values 0 missing
nArNO2	numeric	2 unique values 0 missing
Eig12_EA.ed.	numeric	31 unique values 0 missing
nBO	numeric	26 unique values 0 missing
Eta_F	numeric	58 unique values 0 missing
nC	numeric	19 unique values 0 missing
Eta_FL	numeric	53 unique values 0 missing
nCIC	numeric	6 unique values 0 missing
GMTIV	numeric	57 unique values 0 missing
nCIR	numeric	8 unique values 0 missing
MPC04	numeric	35 unique values 0 missing
NddsN	numeric	2 unique values 0 missing
MPC08	numeric	41 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
MWC04	numeric	47 unique values 0 missing
O.061	numeric	2 unique values 0 missing
MWC06	numeric	50 unique values 0 missing
P.117	numeric	2 unique values 0 missing
MWC08	numeric	47 unique values 0 missing
piPC01	numeric	32 unique values 0 missing
piPC04	numeric	46 unique values 0 missing
piPC02	numeric	37 unique values 0 missing
SaasC	numeric	58 unique values 0 missing
Pol	numeric	32 unique values 0 missing
SM02_AEA.ri.	numeric	39 unique values 0 missing
P_VSA_e_2	numeric	49 unique values 0 missing
SM04_AEA.dm.	numeric	37 unique values 0 missing
P_VSA_i_2	numeric	49 unique values 0 missing
SM05_AEA.ri.	numeric	43 unique values 0 missing
P_VSA_m_2	numeric	49 unique values 0 missing
SM07_AEA.ri.	numeric	31 unique values 0 missing
P_VSA_MR_3	numeric	6 unique values 0 missing
SpAD_AEA.bo.	numeric	50 unique values 0 missing
P_VSA_p_4	numeric	3 unique values 0 missing
SpMaxA_AEA.ri.	numeric	25 unique values 0 missing
Qindex	numeric	21 unique values 0 missing
SpMaxA_EA	numeric	25 unique values 0 missing
RDCHI	numeric	48 unique values 0 missing
SRW08	numeric	48 unique values 0 missing
SaaCH	numeric	57 unique values 0 missing
SRW10	numeric	49 unique values 0 missing
SCBO	numeric	32 unique values 0 missing
X2	numeric	47 unique values 0 missing
SddsN	numeric	11 unique values 0 missing
X4	numeric	50 unique values 0 missing
SIC0	numeric	34 unique values 0 missing
X4sol	numeric	45 unique values 0 missing
SM02_AEA.bo.	numeric	38 unique values 0 missing
C.039	numeric	2 unique values 0 missing
SM02_AEA.dm.	numeric	41 unique values 0 missing
DLS_cons	numeric	13 unique values 0 missing
SM02_AEA.ed.	numeric	38 unique values 0 missing
Eig03_AEA.ed.	numeric	23 unique values 0 missing
SM02_EA	numeric	30 unique values 0 missing
Eig03_EA.ri.	numeric	34 unique values 0 missing
SM02_EA.bo.	numeric	37 unique values 0 missing
nArCO	numeric	2 unique values 0 missing
SM02_EA.ed.	numeric	45 unique values 0 missing
nArCONHR	numeric	2 unique values 0 missing
SM02_EA.ri.	numeric	48 unique values 0 missing
nArOR	numeric	5 unique values 0 missing
SM03_AEA.bo.	numeric	41 unique values 0 missing
nCconj	numeric	5 unique values 0 missing
SM03_AEA.dm.	numeric	38 unique values 0 missing
X2Av	numeric	33 unique values 0 missing
SM03_AEA.ed.	numeric	40 unique values 0 missing
GATS1i	numeric	45 unique values 0 missing
SM03_AEA.ri.	numeric	41 unique values 0 missing
LOC	numeric	39 unique values 0 missing
SM04_AEA.bo.	numeric	43 unique values 0 missing
SM11_EA.dm.	numeric	22 unique values 0 missing
SM04_AEA.ri.	numeric	42 unique values 0 missing
SM13_EA.dm.	numeric	22 unique values 0 missing
SM04_EA	numeric	38 unique values 0 missing
SM15_EA.dm.	numeric	22 unique values 0 missing
SM04_EA.bo.	numeric	43 unique values 0 missing
ARR	numeric	34 unique values 0 missing
SM04_EA.ri.	numeric	53 unique values 0 missing
Eig04_AEA.bo.	numeric	41 unique values 0 missing
SM05_AEA.bo.	numeric	44 unique values 0 missing
Eig04_EA.bo.	numeric	30 unique values 0 missing
SM06_AEA.bo.	numeric	45 unique values 0 missing
piID	numeric	47 unique values 0 missing
SM06_AEA.ri.	numeric	30 unique values 0 missing
SM14_AEA.ri.	numeric	30 unique values 0 missing
SM07_AEA.dm.	numeric	38 unique values 0 missing
SpMax4_Bh.m.	numeric	39 unique values 0 missing
SM12_AEA.bo.	numeric	36 unique values 0 missing
PHI	numeric	48 unique values 0 missing
SM13_AEA.bo.	numeric	41 unique values 0 missing
CATS2D_09_NL	numeric	5 unique values 0 missing
SM13_AEA.dm.	numeric	38 unique values 0 missing
GATS6e	numeric	56 unique values 0 missing
SM14_AEA.dm.	numeric	44 unique values 0 missing
GATS1m	numeric	44 unique values 0 missing
SM15_AEA.bo.	numeric	40 unique values 0 missing
CATS2D_02_NL	numeric	3 unique values 0 missing
SM15_AEA.dm.	numeric	37 unique values 0 missing
CATS2D_08_NL	numeric	3 unique values 0 missing
SMTI	numeric	50 unique values 0 missing
CATS2D_08_AA	numeric	7 unique values 0 missing
SMTIV	numeric	57 unique values 0 missing
CATS2D_08_DA	numeric	7 unique values 0 missing
SNar	numeric	33 unique values 0 missing
GATS6s	numeric	54 unique values 0 missing
SpAD_AEA.dm.	numeric	57 unique values 0 missing
ATS1e	numeric	47 unique values 0 missing
SpAD_AEA.ed.	numeric	50 unique values 0 missing
ATS1i	numeric	48 unique values 0 missing
SpAD_AEA.ri.	numeric	56 unique values 0 missing
ATS2e	numeric	46 unique values 0 missing
SpAD_EA	numeric	50 unique values 0 missing
ATS2i	numeric	49 unique values 0 missing
SpAD_EA.bo.	numeric	51 unique values 0 missing
ATS3e	numeric	54 unique values 0 missing
SpAD_EA.ed.	numeric	49 unique values 0 missing
ATS3i	numeric	51 unique values 0 missing
SpAD_EA.ri.	numeric	57 unique values 0 missing
ATS4e	numeric	57 unique values 0 missing
SpMax2_Bh.e.	numeric	41 unique values 0 missing
ATS4i	numeric	54 unique values 0 missing
SpMax2_Bh.p.	numeric	44 unique values 0 missing
ATS4s	numeric	57 unique values 0 missing
SpMax2_Bh.v.	numeric	45 unique values 0 missing
ATS5e	numeric	57 unique values 0 missing
SpMax3_Bh.i.	numeric	22 unique values 0 missing
ATS5i	numeric	55 unique values 0 missing
SpMaxA_AEA.bo.	numeric	29 unique values 0 missing
ATS5m	numeric	57 unique values 0 missing
SpMaxA_AEA.dm.	numeric	33 unique values 0 missing
ATS5v	numeric	56 unique values 0 missing
SpMaxA_AEA.ed.	numeric	33 unique values 0 missing
ATS6m	numeric	55 unique values 0 missing
SpMaxA_EA.bo.	numeric	30 unique values 0 missing
ATS6p	numeric	55 unique values 0 missing
SpMaxA_EA.ri.	numeric	25 unique values 0 missing
ATS6v	numeric	55 unique values 0 missing
SpMin2_Bh.e.	numeric	31 unique values 0 missing
ATS7m	numeric	54 unique values 0 missing
SpMin2_Bh.i.	numeric	34 unique values 0 missing
ATS7v	numeric	55 unique values 0 missing
SpMin4_Bh.p.	numeric	33 unique values 0 missing
ATS8e	numeric	52 unique values 0 missing
SpMin4_Bh.v.	numeric	35 unique values 0 missing
ATS8i	numeric	53 unique values 0 missing
SpMin5_Bh.m.	numeric	41 unique values 0 missing
ATS8m	numeric	55 unique values 0 missing
SpMin5_Bh.p.	numeric	38 unique values 0 missing
ATS8p	numeric	54 unique values 0 missing
SpMin5_Bh.v.	numeric	40 unique values 0 missing
ATS8v	numeric	55 unique values 0 missing
SRW02	numeric	26 unique values 0 missing
ATSC1i	numeric	47 unique values 0 missing
SRW04	numeric	37 unique values 0 missing
ATSC3i	numeric	54 unique values 0 missing
SRW06	numeric	42 unique values 0 missing
ATSC4i	numeric	55 unique values 0 missing
TPC	numeric	38 unique values 0 missing
ATSC5i	numeric	57 unique values 0 missing
TWC	numeric	48 unique values 0 missing
ATSC6i	numeric	56 unique values 0 missing
UNIP	numeric	44 unique values 0 missing
ATSC7i	numeric	58 unique values 0 missing
VAR	numeric	41 unique values 0 missing
ATSC7v	numeric	58 unique values 0 missing
Wap	numeric	43 unique values 0 missing
ATSC8i	numeric	57 unique values 0 missing
X3	numeric	49 unique values 0 missing
ATSC8p	numeric	58 unique values 0 missing
X3sol	numeric	44 unique values 0 missing
ATSC8v	numeric	58 unique values 0 missing
X5	numeric	50 unique values 0 missing
DBI	numeric	31 unique values 0 missing
X5sol	numeric	45 unique values 0 missing
Eig11_AEA.ri.	numeric	41 unique values 0 missing
Xt	numeric	26 unique values 0 missing
Eig11_EA	numeric	37 unique values 0 missing
ZM1	numeric	35 unique values 0 missing
Eig11_EA.ri.	numeric	38 unique values 0 missing
ZM1Kup	numeric	50 unique values 0 missing
Eig15_AEA.ri.	numeric	31 unique values 0 missing
ZM1Mad	numeric	51 unique values 0 missing
Eta_C	numeric	58 unique values 0 missing
ZM1MulPer	numeric	57 unique values 0 missing
Eta_epsi	numeric	48 unique values 0 missing
ZM1Per	numeric	57 unique values 0 missing
Eta_L	numeric	57 unique values 0 missing
ZM1V	numeric	42 unique values 0 missing
GGI8	numeric	34 unique values 0 missing
ZM2	numeric	38 unique values 0 missing
IAC	numeric	47 unique values 0 missing
ZM2Kup	numeric	53 unique values 0 missing
ISIZ	numeric	30 unique values 0 missing
ZM2Mad	numeric	57 unique values 0 missing
nAT	numeric	30 unique values 0 missing
ZM2MulPer	numeric	57 unique values 0 missing
nBT	numeric	30 unique values 0 missing
ZM2Per	numeric	57 unique values 0 missing
ON0	numeric	37 unique values 0 missing
ZM2V	numeric	51 unique values 0 missing
ON0V	numeric	45 unique values 0 missing
SpMin2_Bh.s.	numeric	36 unique values 0 missing
P_VSA_MR_2	numeric	25 unique values 0 missing
SpMin4_Bh.s.	numeric	39 unique values 0 missing
RBN	numeric	16 unique values 0 missing
ATS1s	numeric	48 unique values 0 missing
S1K	numeric	48 unique values 0 missing
ATSC7p	numeric	58 unique values 0 missing
S2K	numeric	49 unique values 0 missing
IC5	numeric	42 unique values 0 missing
SAtot	numeric	50 unique values 0 missing
SpMax8_Bh.p.	numeric	39 unique values 0 missing
Se	numeric	48 unique values 0 missing
SpMax8_Bh.v.	numeric	38 unique values 0 missing
Si	numeric	48 unique values 0 missing
SpMin8_Bh.e.	numeric	40 unique values 0 missing
SM05_AEA.dm.	numeric	37 unique values 0 missing
SpMin8_Bh.i.	numeric	39 unique values 0 missing
SpMax7_Bh.e.	numeric	42 unique values 0 missing
VvdwZAZ	numeric	48 unique values 0 missing
SpMax7_Bh.i.	numeric	43 unique values 0 missing
X2v	numeric	56 unique values 0 missing
SpMax8_Bh.e.	numeric	36 unique values 0 missing
JGT	numeric	40 unique values 0 missing
SpMax8_Bh.i.	numeric	39 unique values 0 missing
SpMin2_Bh.m.	numeric	33 unique values 0 missing
SpMin3_Bh.m.	numeric	25 unique values 0 missing
SpMax3_Bh.m.	numeric	30 unique values 0 missing
SpMin7_Bh.i.	numeric	41 unique values 0 missing
Eig11_AEA.bo.	numeric	37 unique values 0 missing
SpMin7_Bh.p.	numeric	39 unique values 0 missing
Eig15_AEA.bo.	numeric	27 unique values 0 missing
SpMin7_Bh.v.	numeric	41 unique values 0 missing
Eig06_EA.ri.	numeric	35 unique values 0 missing
SpMin8_Bh.m.	numeric	38 unique values 0 missing
SpMin5_Bh.s.	numeric	34 unique values 0 missing
SpMin8_Bh.p.	numeric	38 unique values 0 missing
ATSC1p	numeric	48 unique values 0 missing
SpMin8_Bh.v.	numeric	39 unique values 0 missing
ATSC2i	numeric	50 unique values 0 missing
TIC0	numeric	47 unique values 0 missing
ATSC2p	numeric	51 unique values 0 missing
TIC1	numeric	51 unique values 0 missing
ATSC3p	numeric	56 unique values 0 missing
TIC2	numeric	53 unique values 0 missing
Eig05_AEA.dm.	numeric	35 unique values 0 missing
TIC3	numeric	50 unique values 0 missing
ON1V	numeric	50 unique values 0 missing
TIC4	numeric	45 unique values 0 missing
SM03_EA.dm.	numeric	19 unique values 0 missing
TIC5	numeric	43 unique values 0 missing
SM05_EA.dm.	numeric	22 unique values 0 missing
TIE	numeric	58 unique values 0 missing
SM07_EA.dm.	numeric	22 unique values 0 missing
Uindex	numeric	50 unique values 0 missing
SM09_EA.dm.	numeric	21 unique values 0 missing
MCD	numeric	32 unique values 0 missing
Sp	numeric	48 unique values 0 missing
Mp	numeric	36 unique values 0 missing
SPI	numeric	50 unique values 0 missing
SpMax3_Bh.e.	numeric	28 unique values 0 missing
SpMin7_Bh.e.	numeric	39 unique values 0 missing
P_VSA_p_1	numeric	35 unique values 0 missing
SpMin7_Bh.m.	numeric	40 unique values 0 missing
SpMin7_Bh.s.	numeric	30 unique values 0 missing
SpMin8_Bh.s.	numeric	29 unique values 0 missing
GATS4p	numeric	49 unique values 0 missing
Sv	numeric	48 unique values 0 missing
MATS4v	numeric	51 unique values 0 missing
VvdwMG	numeric	48 unique values 0 missing
SssO	numeric	58 unique values 0 missing
Vx	numeric	48 unique values 0 missing
CATS2D_01_AA	numeric	4 unique values 0 missing
X0v	numeric	50 unique values 0 missing
CATS2D_03_AL	numeric	14 unique values 0 missing
X1Kup	numeric	54 unique values 0 missing
MATS5i	numeric	54 unique values 0 missing
X1Per	numeric	56 unique values 0 missing
MATS7s	numeric	52 unique values 0 missing
X1v	numeric	54 unique values 0 missing
SIC2	numeric	44 unique values 0 missing
X4Av	numeric	21 unique values 0 missing
Eig06_AEA.dm.	numeric	37 unique values 0 missing
H.052	numeric	7 unique values 0 missing
nAB	numeric	10 unique values 0 missing
Mv	numeric	41 unique values 0 missing
nCar	numeric	11 unique values 0 missing
CATS2D_09_DL	numeric	13 unique values 0 missing
C.	numeric	32 unique values 0 missing
PCD	numeric	48 unique values 0 missing
GATS3s	numeric	53 unique values 0 missing
Eig13_EA.ed.	numeric	35 unique values 0 missing
GATS7s	numeric	53 unique values 0 missing
SM08_AEA.ri.	numeric	35 unique values 0 missing
Eig05_EA.bo.	numeric	39 unique values 0 missing
nBnz	numeric	6 unique values 0 missing
Eig07_AEA.bo.	numeric	36 unique values 0 missing
nCbH	numeric	14 unique values 0 missing
Eig07_EA.bo.	numeric	35 unique values 0 missing
Chi1_EA.bo.	numeric	50 unique values 0 missing
Eig08_EA.bo.	numeric	45 unique values 0 missing
Eig15_AEA.ed.	numeric	41 unique values 0 missing
Eta_betaP	numeric	22 unique values 0 missing
HDcpx	numeric	37 unique values 0 missing
GATS1p	numeric	43 unique values 0 missing
IDM	numeric	48 unique values 0 missing
nBM	numeric	16 unique values 0 missing
S0K	numeric	40 unique values 0 missing
nCsp2	numeric	18 unique values 0 missing
GGI4	numeric	39 unique values 0 missing
P_VSA_MR_6	numeric	38 unique values 0 missing
Eig10_AEA.ri.	numeric	46 unique values 0 missing
Rperim	numeric	12 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM15_AEA.ri.	numeric	39 unique values 0 missing
C.024	numeric	15 unique values 0 missing
SpMax3_Bh.v.	numeric	23 unique values 0 missing
D.Dtr06	numeric	48 unique values 0 missing
SpMax4_Bh.v.	numeric	31 unique values 0 missing
NaaCH	numeric	15 unique values 0 missing
SpMax5_Bh.p.	numeric	42 unique values 0 missing
SpMax4_Bh.e.	numeric	37 unique values 0 missing
SpMax5_Bh.v.	numeric	45 unique values 0 missing
SpMax4_Bh.i.	numeric	35 unique values 0 missing
SpMin4_Bh.e.	numeric	30 unique values 0 missing
SpMax4_Bh.p.	numeric	27 unique values 0 missing
SpMin4_Bh.i.	numeric	31 unique values 0 missing
TRS	numeric	9 unique values 0 missing
SpMin5_Bh.i.	numeric	43 unique values 0 missing
Uc	numeric	16 unique values 0 missing
MATS3e	numeric	52 unique values 0 missing
SpMax5_Bh.m.	numeric	42 unique values 0 missing
Eig10_EA.ri.	numeric	44 unique values 0 missing
GATS7e	numeric	56 unique values 0 missing
SM04_EA.ed.	numeric	49 unique values 0 missing
SM06_AEA.ed.	numeric	47 unique values 0 missing
SM07_AEA.ed.	numeric	48 unique values 0 missing
Eig06_EA.bo.	numeric	37 unique values 0 missing
AECC	numeric	50 unique values 0 missing
ATS3m	numeric	55 unique values 0 missing
ATS3s	numeric	54 unique values 0 missing
BBI	numeric	30 unique values 0 missing
BIC0	numeric	34 unique values 0 missing
CATS2D_01_LL	numeric	23 unique values 0 missing
CATS2D_02_LL	numeric	26 unique values 0 missing
CATS2D_03_DL	numeric	10 unique values 0 missing
CATS2D_08_LL	numeric	18 unique values 0 missing
CATS2D_09_AL	numeric	16 unique values 0 missing
CENT	numeric	50 unique values 0 missing
CIC1	numeric	51 unique values 0 missing
CSI	numeric	50 unique values 0 missing
ECC	numeric	48 unique values 0 missing
Eig04_AEA.ed.	numeric	34 unique values 0 missing
Eig04_AEA.ri.	numeric	43 unique values 0 missing
Eig04_EA	numeric	36 unique values 0 missing
Eig04_EA.ed.	numeric	38 unique values 0 missing
Eig05_AEA.ed.	numeric	36 unique values 0 missing
Eig05_AEA.ri.	numeric	43 unique values 0 missing
Eig05_EA	numeric	41 unique values 0 missing
Eig05_EA.ed.	numeric	44 unique values 0 missing
Eig05_EA.ri.	numeric	43 unique values 0 missing
Eig06_AEA.ed.	numeric	36 unique values 0 missing
Eig06_EA.ed.	numeric	37 unique values 0 missing
Eig07_AEA.ed.	numeric	37 unique values 0 missing
Eig07_AEA.ri.	numeric	43 unique values 0 missing
Eig07_EA	numeric	40 unique values 0 missing
Eig07_EA.ri.	numeric	39 unique values 0 missing
Eig08_AEA.dm.	numeric	29 unique values 0 missing
Eig08_AEA.ed.	numeric	35 unique values 0 missing
Eig08_AEA.ri.	numeric	43 unique values 0 missing
Eig08_EA	numeric	41 unique values 0 missing
Eig08_EA.ed.	numeric	41 unique values 0 missing
Eig08_EA.ri.	numeric	41 unique values 0 missing
Eig09_AEA.bo.	numeric	45 unique values 0 missing
Eig09_AEA.dm.	numeric	38 unique values 0 missing
Eig09_AEA.ed.	numeric	36 unique values 0 missing
Eig09_AEA.ri.	numeric	48 unique values 0 missing
Eig09_EA	numeric	38 unique values 0 missing
Eig09_EA.ed.	numeric	42 unique values 0 missing
Eig10_AEA.dm.	numeric	35 unique values 0 missing
Eig10_AEA.ed.	numeric	37 unique values 0 missing
Eig11_AEA.dm.	numeric	43 unique values 0 missing
Eig11_EA.ed.	numeric	30 unique values 0 missing
Eig12_AEA.bo.	numeric	34 unique values 0 missing
Eig12_AEA.ed.	numeric	26 unique values 0 missing
Eig12_EA.bo.	numeric	33 unique values 0 missing
Eig13_AEA.bo.	numeric	34 unique values 0 missing
Eig13_AEA.dm.	numeric	40 unique values 0 missing
Eig13_AEA.ri.	numeric	44 unique values 0 missing
Eig13_EA	numeric	38 unique values 0 missing
Eig13_EA.ri.	numeric	40 unique values 0 missing
Eig14_AEA.dm.	numeric	34 unique values 0 missing
Eig15_AEA.dm.	numeric	33 unique values 0 missing
Eta_beta	numeric	39 unique values 0 missing
GATS2s	numeric	50 unique values 0 missing
GMTI	numeric	50 unique values 0 missing
H.047	numeric	17 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

444

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

443

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile2KurtosisOfNumericAtts

0.3

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

Dimensionality

7.66

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

4.46

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

-0.9

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

535.11

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

-1.08

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

1.04

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.76

Minimum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-0.11

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

8.5

Maximum kurtosis among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

1.04

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

149906.21

Maximum of means among attributes of the numeric type.

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.77

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

14.13

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

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

MinSkewnessOfNumericAtts

-2.86

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.23

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.

MinStdDevOfNumericAtts

0.01

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

-0.57

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

1.91

Maximum skewness among attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-0.59

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

5.56

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

MaxStdDevOfNumericAtts

80829.23

Maximum standard deviation of attributes of the numeric type.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

1.92

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.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanKurtosisOfNumericAtts

0.4

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-1.45

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

950.08

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.42

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

AutoCorrelation

0.45

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.

Show all 62 properties