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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5545

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: CHEMBL5545 (TID: 101016), and it has 58 rows and 524 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.

526 features

pXC50 (target)	numeric	23 unique values 0 missing
molecule_id (row identifier)	nominal	58 unique values 0 missing
P_VSA_LogP_3	numeric	6 unique values 0 missing
Chi0_EA.ri.	numeric	55 unique values 0 missing
SaasN	numeric	32 unique values 0 missing
P_VSA_MR_6	numeric	25 unique values 0 missing
Eig14_EA.ed.	numeric	47 unique values 0 missing
SaaN	numeric	35 unique values 0 missing
SM11_EA.ed.	numeric	47 unique values 0 missing
SM09_AEA.ri.	numeric	47 unique values 0 missing
GATS7e	numeric	55 unique values 0 missing
SM12_EA.ed.	numeric	46 unique values 0 missing
SpMin4_Bh.i.	numeric	44 unique values 0 missing
SpMin1_Bh.e.	numeric	18 unique values 0 missing
SM13_EA.ed.	numeric	48 unique values 0 missing
SpMin5_Bh.m.	numeric	35 unique values 0 missing
GATS1i	numeric	35 unique values 0 missing
SM14_EA.ed.	numeric	44 unique values 0 missing
SpMin6_Bh.v.	numeric	31 unique values 0 missing
MATS1i	numeric	32 unique values 0 missing
MATS3s	numeric	53 unique values 0 missing
X1	numeric	49 unique values 0 missing
SaasC	numeric	39 unique values 0 missing
SpMax2_Bh.m.	numeric	46 unique values 0 missing
X1Mad	numeric	55 unique values 0 missing
Eig01_AEA.ed.	numeric	18 unique values 0 missing
Mi	numeric	18 unique values 0 missing
X1sol	numeric	49 unique values 0 missing
SpMax_AEA.ed.	numeric	18 unique values 0 missing
MATS3m	numeric	49 unique values 0 missing
Eig02_AEA.bo.	numeric	50 unique values 0 missing
SM15_EA	numeric	48 unique values 0 missing
SpMin3_Bh.i.	numeric	49 unique values 0 missing
Eig03_EA.bo.	numeric	39 unique values 0 missing
ATS6s	numeric	55 unique values 0 missing
SpMax7_Bh.s.	numeric	44 unique values 0 missing
piPC03	numeric	42 unique values 0 missing
ATS7m	numeric	55 unique values 0 missing
D.Dtr05	numeric	19 unique values 0 missing
P_VSA_s_4	numeric	29 unique values 0 missing
ATS7s	numeric	54 unique values 0 missing
SpMin3_Bh.p.	numeric	49 unique values 0 missing
ATSC6s	numeric	56 unique values 0 missing
ATS4m	numeric	54 unique values 0 missing
ATSC7m	numeric	56 unique values 0 missing
ATS4v	numeric	55 unique values 0 missing
ATSC7s	numeric	56 unique values 0 missing
ATS5m	numeric	52 unique values 0 missing
SpDiam_AEA.ri.	numeric	34 unique values 0 missing
ATS5v	numeric	54 unique values 0 missing
Eig08_AEA.ri.	numeric	46 unique values 0 missing
ATSC2e	numeric	45 unique values 0 missing
Eig08_EA	numeric	42 unique values 0 missing
ATSC6e	numeric	53 unique values 0 missing
SM02_AEA.dm.	numeric	42 unique values 0 missing
BAC	numeric	24 unique values 0 missing
SpMax8_Bh.m.	numeric	35 unique values 0 missing
DELS	numeric	56 unique values 0 missing
CATS2D_02_LL	numeric	15 unique values 0 missing
GGI3	numeric	32 unique values 0 missing
SpMaxA_EA.ed.	numeric	41 unique values 0 missing
SM05_EA.bo.	numeric	50 unique values 0 missing
SpMax2_Bh.i.	numeric	39 unique values 0 missing
nR05	numeric	2 unique values 0 missing
SaaCH	numeric	37 unique values 0 missing
SRW05	numeric	2 unique values 0 missing
SpMin1_Bh.m.	numeric	15 unique values 0 missing
SRW07	numeric	2 unique values 0 missing
GATS3s	numeric	55 unique values 0 missing
ATSC5e	numeric	55 unique values 0 missing
C.	numeric	27 unique values 0 missing
DBI	numeric	30 unique values 0 missing
C.025	numeric	4 unique values 0 missing
DLS_03	numeric	4 unique values 0 missing
GNar	numeric	34 unique values 0 missing
SM09_EA.ed.	numeric	48 unique values 0 missing
MCD	numeric	29 unique values 0 missing
SM10_EA.ed.	numeric	48 unique values 0 missing
nAB	numeric	5 unique values 0 missing
X2A	numeric	29 unique values 0 missing
nBM	numeric	12 unique values 0 missing
ATS4s	numeric	56 unique values 0 missing
nCar	numeric	5 unique values 0 missing
ATS5s	numeric	55 unique values 0 missing
piID	numeric	44 unique values 0 missing
ATS5i	numeric	52 unique values 0 missing
piPC05	numeric	46 unique values 0 missing
ATS6e	numeric	53 unique values 0 missing
piPC06	numeric	45 unique values 0 missing
ATSC4p	numeric	56 unique values 0 missing
piPC07	numeric	44 unique values 0 missing
ATSC7p	numeric	56 unique values 0 missing
piPC08	numeric	47 unique values 0 missing
ATSC7v	numeric	56 unique values 0 missing
piPC09	numeric	48 unique values 0 missing
Eig01_EA.ri.	numeric	22 unique values 0 missing
piPC10	numeric	47 unique values 0 missing
SpDiam_EA.ri.	numeric	24 unique values 0 missing
Rperim	numeric	8 unique values 0 missing
SpMax_EA.ri.	numeric	22 unique values 0 missing
SpMax1_Bh.e.	numeric	37 unique values 0 missing
BIC3	numeric	37 unique values 0 missing
SpMax1_Bh.i.	numeric	41 unique values 0 missing
H.052	numeric	8 unique values 0 missing
SpMax1_Bh.v.	numeric	31 unique values 0 missing
nCrs	numeric	4 unique values 0 missing
SpMin1_Bh.p.	numeric	20 unique values 0 missing
P_VSA_MR_2	numeric	20 unique values 0 missing
SpMin1_Bh.v.	numeric	22 unique values 0 missing
P_VSA_MR_5	numeric	53 unique values 0 missing
TRS	numeric	8 unique values 0 missing
BBI	numeric	23 unique values 0 missing
Uc	numeric	12 unique values 0 missing
CATS2D_05_DL	numeric	5 unique values 0 missing
SM15_EA.ed.	numeric	47 unique values 0 missing
Eig06_AEA.dm.	numeric	49 unique values 0 missing
ATS6v	numeric	54 unique values 0 missing
Eig11_AEA.ed.	numeric	35 unique values 0 missing
ATS7e	numeric	56 unique values 0 missing
Eig11_AEA.ri.	numeric	50 unique values 0 missing
ATS7i	numeric	56 unique values 0 missing
Eig11_EA	numeric	43 unique values 0 missing
ATSC6m	numeric	56 unique values 0 missing
Eig11_EA.ed.	numeric	46 unique values 0 missing
DLS_06	numeric	4 unique values 0 missing
Eig11_EA.ri.	numeric	46 unique values 0 missing
SM07_EA.bo.	numeric	51 unique values 0 missing
Eig12_AEA.bo.	numeric	50 unique values 0 missing
SM08_EA.bo.	numeric	55 unique values 0 missing
Eig12_AEA.ed.	numeric	43 unique values 0 missing
SM09_EA.bo.	numeric	52 unique values 0 missing
Eig12_EA.bo.	numeric	49 unique values 0 missing
SM10_EA.bo.	numeric	53 unique values 0 missing
MPC02	numeric	23 unique values 0 missing
SM11_EA.bo.	numeric	50 unique values 0 missing
MWC03	numeric	41 unique values 0 missing
SM12_EA.bo.	numeric	53 unique values 0 missing
MWC04	numeric	45 unique values 0 missing
SM13_EA.bo.	numeric	53 unique values 0 missing
piPC01	numeric	24 unique values 0 missing
SM14_EA.bo.	numeric	53 unique values 0 missing
SCBO	numeric	24 unique values 0 missing
SM15_EA.bo.	numeric	54 unique values 0 missing
SM02_AEA.bo.	numeric	34 unique values 0 missing
SpMAD_EA.ri.	numeric	45 unique values 0 missing
SM02_AEA.ed.	numeric	41 unique values 0 missing
SpMin4_Bh.s.	numeric	41 unique values 0 missing
SM02_EA	numeric	23 unique values 0 missing
X0Av	numeric	36 unique values 0 missing
SM02_EA.ri.	numeric	53 unique values 0 missing
X0A	numeric	24 unique values 0 missing
SM04_EA.ri.	numeric	48 unique values 0 missing
SpMax8_Bh.s.	numeric	37 unique values 0 missing
SM05_AEA.dm.	numeric	43 unique values 0 missing
HNar	numeric	29 unique values 0 missing
SM06_AEA.ri.	numeric	46 unique values 0 missing
ATS6m	numeric	55 unique values 0 missing
SpAD_EA.bo.	numeric	56 unique values 0 missing
ATSC6i	numeric	56 unique values 0 missing
SpAD_EA.ed.	numeric	51 unique values 0 missing
SpMin1_Bh.i.	numeric	17 unique values 0 missing
SpMin2_Bh.i.	numeric	26 unique values 0 missing
CIC4	numeric	39 unique values 0 missing
TIC1	numeric	38 unique values 0 missing
CIC5	numeric	40 unique values 0 missing
X3	numeric	48 unique values 0 missing
SIC4	numeric	38 unique values 0 missing
X3sol	numeric	50 unique values 0 missing
Eig08_EA.ri.	numeric	45 unique values 0 missing
X5	numeric	51 unique values 0 missing
LOC	numeric	32 unique values 0 missing
X5sol	numeric	51 unique values 0 missing
PW3	numeric	37 unique values 0 missing
ZM2	numeric	41 unique values 0 missing
ATS3e	numeric	52 unique values 0 missing
SpMin3_Bh.e.	numeric	48 unique values 0 missing
ATS3i	numeric	52 unique values 0 missing
D.Dtr06	numeric	37 unique values 0 missing
ATS3p	numeric	55 unique values 0 missing
PW5	numeric	23 unique values 0 missing
ATS3v	numeric	55 unique values 0 missing
BIC4	numeric	35 unique values 0 missing
ATS4e	numeric	55 unique values 0 missing
SpMAD_EA.ed.	numeric	51 unique values 0 missing
ATS4i	numeric	53 unique values 0 missing
X4A	numeric	24 unique values 0 missing
ATS5e	numeric	55 unique values 0 missing
GGI4	numeric	42 unique values 0 missing
ATS7p	numeric	51 unique values 0 missing
ATSC7e	numeric	53 unique values 0 missing
ATS7v	numeric	55 unique values 0 missing
GATS7s	numeric	50 unique values 0 missing
ATS8p	numeric	54 unique values 0 missing
nCb.	numeric	4 unique values 0 missing
ATS8v	numeric	53 unique values 0 missing
SpMax1_Bh.p.	numeric	30 unique values 0 missing
ATSC2v	numeric	54 unique values 0 missing
X5A	numeric	16 unique values 0 missing
ATSC3i	numeric	55 unique values 0 missing
Eta_sh_y	numeric	35 unique values 0 missing
ATSC3m	numeric	55 unique values 0 missing
SpMax5_Bh.m.	numeric	49 unique values 0 missing
ATSC3v	numeric	55 unique values 0 missing
Eig01_AEA.dm.	numeric	21 unique values 0 missing
ATSC4m	numeric	56 unique values 0 missing
SpMax_AEA.dm.	numeric	21 unique values 0 missing
ATSC4v	numeric	56 unique values 0 missing
nR06	numeric	3 unique values 0 missing
ATSC5m	numeric	56 unique values 0 missing
Eta_sh_p	numeric	34 unique values 0 missing
ATSC7i	numeric	55 unique values 0 missing
XMOD	numeric	55 unique values 0 missing
ATSC8p	numeric	55 unique values 0 missing
SM08_EA.ed.	numeric	49 unique values 0 missing
Chi0_EA.bo.	numeric	55 unique values 0 missing
SM13_EA	numeric	48 unique values 0 missing
CIC3	numeric	38 unique values 0 missing
SM14_EA	numeric	50 unique values 0 missing
Eta_C	numeric	56 unique values 0 missing
SpMin3_Bh.m.	numeric	40 unique values 0 missing
Eta_C_A	numeric	55 unique values 0 missing
X3Av	numeric	32 unique values 0 missing
SpMAD_AEA.bo.	numeric	44 unique values 0 missing
SpMax4_Bh.m.	numeric	51 unique values 0 missing
SpMin6_Bh.s.	numeric	24 unique values 0 missing
ATS4p	numeric	53 unique values 0 missing
SpMin8_Bh.m.	numeric	38 unique values 0 missing
ATS5p	numeric	55 unique values 0 missing
SpMin8_Bh.s.	numeric	22 unique values 0 missing
ATS6i	numeric	54 unique values 0 missing
TIE	numeric	56 unique values 0 missing
ATS6p	numeric	55 unique values 0 missing
X1A	numeric	29 unique values 0 missing
ATSC5i	numeric	55 unique values 0 missing
X1Per	numeric	53 unique values 0 missing
ATSC5p	numeric	56 unique values 0 missing
X2Av	numeric	40 unique values 0 missing
ATSC5v	numeric	56 unique values 0 missing
X2v	numeric	56 unique values 0 missing
ATSC6p	numeric	56 unique values 0 missing
X3v	numeric	55 unique values 0 missing
ATSC6v	numeric	56 unique values 0 missing
X4v	numeric	56 unique values 0 missing
Eig02_EA.bo.	numeric	44 unique values 0 missing
X5Av	numeric	27 unique values 0 missing
MATS1m	numeric	27 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM12_AEA.ri.	numeric	44 unique values 0 missing
AECC	numeric	49 unique values 0 missing
SpMin4_Bh.m.	numeric	40 unique values 0 missing
AMW	numeric	35 unique values 0 missing
SpMin5_Bh.v.	numeric	44 unique values 0 missing
ARR	numeric	18 unique values 0 missing
ALOGP	numeric	54 unique values 0 missing
ATS1e	numeric	35 unique values 0 missing
ALOGP2	numeric	54 unique values 0 missing
ATS1i	numeric	35 unique values 0 missing
BIC0	numeric	31 unique values 0 missing
ATS2e	numeric	50 unique values 0 missing
BLTA96	numeric	32 unique values 0 missing
ATS2i	numeric	53 unique values 0 missing
BLTD48	numeric	32 unique values 0 missing
ATS8e	numeric	52 unique values 0 missing
BLTF96	numeric	32 unique values 0 missing
ATS8i	numeric	53 unique values 0 missing
MLOGP	numeric	32 unique values 0 missing
ATSC1i	numeric	35 unique values 0 missing
MLOGP2	numeric	32 unique values 0 missing
ATSC1m	numeric	35 unique values 0 missing
IDE	numeric	47 unique values 0 missing
ATSC1p	numeric	35 unique values 0 missing
MSD	numeric	51 unique values 0 missing
ATSC1v	numeric	35 unique values 0 missing
Eig01_AEA.bo.	numeric	26 unique values 0 missing
ATSC2i	numeric	50 unique values 0 missing
SpMax_AEA.bo.	numeric	26 unique values 0 missing
ATSC2m	numeric	54 unique values 0 missing
SpMax3_Bh.i.	numeric	45 unique values 0 missing
ATSC8i	numeric	55 unique values 0 missing
GATS8m	numeric	54 unique values 0 missing
ATSC8m	numeric	55 unique values 0 missing
ATS2s	numeric	54 unique values 0 missing
ATSC8v	numeric	55 unique values 0 missing
ATS3s	numeric	56 unique values 0 missing
BIC1	numeric	34 unique values 0 missing
ATS8s	numeric	55 unique values 0 missing
BIC2	numeric	38 unique values 0 missing
ATSC2s	numeric	55 unique values 0 missing
C.002	numeric	10 unique values 0 missing
ATSC4e	numeric	54 unique values 0 missing
CATS2D_01_AA	numeric	3 unique values 0 missing
ATSC4i	numeric	53 unique values 0 missing
CATS2D_08_LL	numeric	19 unique values 0 missing
C.008	numeric	4 unique values 0 missing
CATS2D_09_LL	numeric	19 unique values 0 missing
CATS2D_04_LL	numeric	12 unique values 0 missing
Chi1_EA.bo.	numeric	56 unique values 0 missing
CATS2D_06_LL	numeric	14 unique values 0 missing
CIC0	numeric	34 unique values 0 missing
CATS2D_07_LL	numeric	18 unique values 0 missing
CIC1	numeric	38 unique values 0 missing
DLS_02	numeric	4 unique values 0 missing
CIC2	numeric	40 unique values 0 missing
Eig08_EA.ed.	numeric	46 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
Eig11_AEA.dm.	numeric	28 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
Eig15_AEA.dm.	numeric	47 unique values 0 missing
DLS_07	numeric	2 unique values 0 missing
Eta_epsi_A	numeric	31 unique values 0 missing
Eig01_EA.bo.	numeric	26 unique values 0 missing
GATS3v	numeric	50 unique values 0 missing
Eta_epsi	numeric	35 unique values 0 missing
IDDE	numeric	41 unique values 0 missing
Eta_L	numeric	54 unique values 0 missing
LLS_02	numeric	4 unique values 0 missing
GATS1m	numeric	34 unique values 0 missing
MATS1e	numeric	33 unique values 0 missing
GATS2i	numeric	54 unique values 0 missing
MATS2v	numeric	51 unique values 0 missing
GATS2m	numeric	44 unique values 0 missing
NaasC	numeric	4 unique values 0 missing
GATS2p	numeric	50 unique values 0 missing
nN	numeric	6 unique values 0 missing
GATS2v	numeric	51 unique values 0 missing
nO	numeric	7 unique values 0 missing
H.046	numeric	13 unique values 0 missing
NssO	numeric	4 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
P_VSA_e_3	numeric	12 unique values 0 missing
IC1	numeric	37 unique values 0 missing
P_VSA_i_4	numeric	13 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
RBF	numeric	30 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
SM03_AEA.ri.	numeric	46 unique values 0 missing
ISIZ	numeric	31 unique values 0 missing
SpMax1_Bh.s.	numeric	18 unique values 0 missing
MATS2i	numeric	51 unique values 0 missing
SpMax2_Bh.s.	numeric	23 unique values 0 missing
MATS2p	numeric	50 unique values 0 missing
SpMax5_Bh.i.	numeric	42 unique values 0 missing
MATS3v	numeric	49 unique values 0 missing
SpMax5_Bh.p.	numeric	40 unique values 0 missing
N.	numeric	21 unique values 0 missing
SpMin5_Bh.e.	numeric	44 unique values 0 missing
N.073	numeric	2 unique values 0 missing
SpMin5_Bh.i.	numeric	46 unique values 0 missing
N.075	numeric	2 unique values 0 missing
SpMin5_Bh.p.	numeric	43 unique values 0 missing
NaaN	numeric	2 unique values 0 missing
SpMin5_Bh.s.	numeric	38 unique values 0 missing
NaasN	numeric	2 unique values 0 missing
SpMin7_Bh.p.	numeric	34 unique values 0 missing
nAT	numeric	31 unique values 0 missing
SpMin7_Bh.v.	numeric	34 unique values 0 missing
nBT	numeric	28 unique values 0 missing
SsCH3	numeric	51 unique values 0 missing
nCs	numeric	12 unique values 0 missing
TIC4	numeric	40 unique values 0 missing
nCsp3	numeric	16 unique values 0 missing
TIC5	numeric	40 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
UNIP	numeric	46 unique values 0 missing
nH	numeric	25 unique values 0 missing
SpMax1_Bh.m.	numeric	39 unique values 0 missing
NssCH2	numeric	9 unique values 0 missing
Eta_FL	numeric	47 unique values 0 missing
ON0V	numeric	37 unique values 0 missing
SM04_EA.bo.	numeric	54 unique values 0 missing
ON1V	numeric	37 unique values 0 missing
SpDiam_AEA.bo.	numeric	36 unique values 0 missing
PDI	numeric	34 unique values 0 missing
GATS1e	numeric	32 unique values 0 missing
PHI	numeric	37 unique values 0 missing
ATS3m	numeric	52 unique values 0 missing
P_VSA_e_1	numeric	22 unique values 0 missing
Eig09_EA	numeric	28 unique values 0 missing
P_VSA_e_5	numeric	11 unique values 0 missing
SM03_AEA.dm.	numeric	28 unique values 0 missing
P_VSA_i_3	numeric	32 unique values 0 missing
SPI	numeric	51 unique values 0 missing
P_VSA_LogP_7	numeric	24 unique values 0 missing
Vindex	numeric	43 unique values 0 missing
P_VSA_m_1	numeric	21 unique values 0 missing
Xindex	numeric	41 unique values 0 missing
P_VSA_m_3	numeric	11 unique values 0 missing
Yindex	numeric	48 unique values 0 missing
P_VSA_MR_1	numeric	30 unique values 0 missing
P_VSA_LogP_2	numeric	24 unique values 0 missing
P_VSA_MR_7	numeric	4 unique values 0 missing
HVcpx	numeric	48 unique values 0 missing
P_VSA_p_1	numeric	22 unique values 0 missing
SRW09	numeric	3 unique values 0 missing
P_VSA_s_2	numeric	21 unique values 0 missing
SpMax6_Bh.m.	numeric	44 unique values 0 missing
P_VSA_s_3	numeric	33 unique values 0 missing
ATS2m	numeric	51 unique values 0 missing
P_VSA_v_1	numeric	21 unique values 0 missing
GGI10	numeric	39 unique values 0 missing
PW2	numeric	34 unique values 0 missing
ZM1Mad	numeric	54 unique values 0 missing
RBN	numeric	16 unique values 0 missing
P_VSA_i_2	numeric	36 unique values 0 missing
S1K	numeric	33 unique values 0 missing
P_VSA_p_3	numeric	36 unique values 0 missing
S2K	numeric	37 unique values 0 missing
P_VSA_v_3	numeric	36 unique values 0 missing
S3K	numeric	53 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
SAtot	numeric	36 unique values 0 missing
SpMAD_AEA.ed.	numeric	43 unique values 0 missing
Se	numeric	35 unique values 0 missing
TIC2	numeric	40 unique values 0 missing
Si	numeric	35 unique values 0 missing
TIC3	numeric	40 unique values 0 missing
SIC1	numeric	35 unique values 0 missing
X3A	numeric	25 unique values 0 missing
SIC2	numeric	35 unique values 0 missing
GATS3m	numeric	47 unique values 0 missing
SIC3	numeric	33 unique values 0 missing
X4sol	numeric	51 unique values 0 missing
SM11_AEA.ri.	numeric	26 unique values 0 missing
Eig09_AEA.bo.	numeric	27 unique values 0 missing
Sp	numeric	35 unique values 0 missing
Eig09_EA.bo.	numeric	27 unique values 0 missing
SpDiam_EA.bo.	numeric	26 unique values 0 missing
ATSC5s	numeric	56 unique values 0 missing
SpMAD_AEA.ri.	numeric	46 unique values 0 missing
MATS1v	numeric	28 unique values 0 missing
SpMAD_EA	numeric	38 unique values 0 missing
SpMin6_Bh.p.	numeric	40 unique values 0 missing
SpMax7_Bh.e.	numeric	32 unique values 0 missing
ATS2p	numeric	53 unique values 0 missing
SpMax7_Bh.i.	numeric	30 unique values 0 missing
ATS2v	numeric	52 unique values 0 missing
SpMax7_Bh.m.	numeric	38 unique values 0 missing
ATSC2p	numeric	54 unique values 0 missing
SpMax8_Bh.e.	numeric	34 unique values 0 missing
ATSC3p	numeric	55 unique values 0 missing
SpMax8_Bh.i.	numeric	36 unique values 0 missing
Chi0_EA.ed.	numeric	51 unique values 0 missing
SpMax8_Bh.p.	numeric	37 unique values 0 missing
Psi_i_1	numeric	55 unique values 0 missing
SpMax8_Bh.v.	numeric	36 unique values 0 missing
SpMin6_Bh.m.	numeric	30 unique values 0 missing
SpMaxA_EA.bo.	numeric	35 unique values 0 missing
X5v	numeric	56 unique values 0 missing
SpMax_EA.bo.	numeric	26 unique values 0 missing
ICR	numeric	44 unique values 0 missing
SpMin1_Bh.s.	numeric	22 unique values 0 missing
AMR	numeric	54 unique values 0 missing
SpMin2_Bh.m.	numeric	24 unique values 0 missing
SpMin6_Bh.e.	numeric	33 unique values 0 missing
SpMin2_Bh.s.	numeric	28 unique values 0 missing
SpMin6_Bh.i.	numeric	36 unique values 0 missing
SpMin2_Bh.v.	numeric	35 unique values 0 missing
AAC	numeric	35 unique values 0 missing
SpMin3_Bh.s.	numeric	38 unique values 0 missing
CATS2D_02_AL	numeric	8 unique values 0 missing
SpMin3_Bh.v.	numeric	46 unique values 0 missing
D.Dtr04	numeric	19 unique values 0 missing
SpMin7_Bh.e.	numeric	31 unique values 0 missing
Eig02_AEA.dm.	numeric	45 unique values 0 missing
SpMin7_Bh.i.	numeric	30 unique values 0 missing
Eig02_EA.dm.	numeric	10 unique values 0 missing
SpMin7_Bh.m.	numeric	31 unique values 0 missing
Eig09_AEA.dm.	numeric	32 unique values 0 missing
SpMin7_Bh.s.	numeric	26 unique values 0 missing
Eta_betaS	numeric	27 unique values 0 missing
SpMin8_Bh.e.	numeric	33 unique values 0 missing
H.053	numeric	2 unique values 0 missing
SpMin8_Bh.i.	numeric	33 unique values 0 missing
IC0	numeric	35 unique values 0 missing
SpMin8_Bh.p.	numeric	30 unique values 0 missing
nCrt	numeric	2 unique values 0 missing
SpMin8_Bh.v.	numeric	33 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SssCH2	numeric	56 unique values 0 missing
NsssCH	numeric	5 unique values 0 missing
SssO	numeric	27 unique values 0 missing
O.060	numeric	4 unique values 0 missing
Sv	numeric	35 unique values 0 missing
SM02_EA.dm.	numeric	25 unique values 0 missing
Uindex	numeric	51 unique values 0 missing
SM03_EA.dm.	numeric	11 unique values 0 missing
VAR	numeric	36 unique values 0 missing
SM04_EA.dm.	numeric	25 unique values 0 missing
VvdwMG	numeric	35 unique values 0 missing
SM05_EA.dm.	numeric	13 unique values 0 missing
VvdwZAZ	numeric	35 unique values 0 missing
SM06_EA.dm.	numeric	25 unique values 0 missing
Vx	numeric	35 unique values 0 missing
SM07_EA.dm.	numeric	15 unique values 0 missing
X0v	numeric	38 unique values 0 missing
SM08_EA.dm.	numeric	25 unique values 0 missing
X1Kup	numeric	39 unique values 0 missing
SM09_EA.dm.	numeric	15 unique values 0 missing
X1MulPer	numeric	46 unique values 0 missing
SM10_EA.dm.	numeric	21 unique values 0 missing
X1v	numeric	39 unique values 0 missing
SM11_EA.dm.	numeric	15 unique values 0 missing
piPC04	numeric	44 unique values 0 missing
SM12_EA.dm.	numeric	19 unique values 0 missing
SM06_EA.bo.	numeric	56 unique values 0 missing
SM13_EA.dm.	numeric	15 unique values 0 missing
PW4	numeric	31 unique values 0 missing
SM14_EA.dm.	numeric	18 unique values 0 missing
C.024	numeric	5 unique values 0 missing
SM15_EA.dm.	numeric	15 unique values 0 missing
Eta_betaP	numeric	15 unique values 0 missing
SpAD_EA.dm.	numeric	25 unique values 0 missing
NaaCH	numeric	5 unique values 0 missing
Eig03_AEA.bo.	numeric	48 unique values 0 missing
nBnz	numeric	3 unique values 0 missing
MATS1p	numeric	29 unique values 0 missing
nCbH	numeric	5 unique values 0 missing
Chi0_AEA.bo.	numeric	50 unique values 0 missing
nCIC	numeric	4 unique values 0 missing
Chi0_AEA.dm.	numeric	50 unique values 0 missing
nCIR	numeric	4 unique values 0 missing
Chi0_AEA.ed.	numeric	50 unique values 0 missing
nCsp2	numeric	9 unique values 0 missing
Chi0_AEA.ri.	numeric	50 unique values 0 missing
NRS	numeric	4 unique values 0 missing
Chi0_EA	numeric	50 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

526

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

525

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile2KurtosisOfNumericAtts

-1.18

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

Dimensionality

9.07

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

3.86

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

0.03

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

9.56

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

0.2

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

0.58

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2.05

Minimum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-5.24

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

27.74

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

-0.02

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

581.01

Maximum of means among attributes of the numeric type.

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.81

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

10.61

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

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

MinSkewnessOfNumericAtts

-4.21

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.19

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

0.5

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

5.2

Maximum skewness among attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-1.53

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

3.96

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

MaxStdDevOfNumericAtts

227.28

Maximum standard deviation of attributes of the numeric type.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

1.31

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

-0.21

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.36

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

22.47

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.25

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

AutoCorrelation

0.21

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