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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052040

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: CHEMBL2052040 (TID: 104582), and it has 48 rows and 563 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.

565 features

pXC50 (target)	numeric	1 unique values 0 missing
molecule_id (row identifier)	nominal	48 unique values 0 missing
ATS8m	numeric	41 unique values 0 missing
ATS2v	numeric	34 unique values 0 missing
ATSC3p	numeric	42 unique values 0 missing
ATSC7v	numeric	48 unique values 0 missing
ATS3e	numeric	38 unique values 0 missing
C.	numeric	12 unique values 0 missing
SpMAD_EA.ri.	numeric	39 unique values 0 missing
ATS3i	numeric	39 unique values 0 missing
PW5	numeric	15 unique values 0 missing
X2v	numeric	41 unique values 0 missing
ATS3s	numeric	45 unique values 0 missing
GATS2p	numeric	35 unique values 0 missing
ATSC5p	numeric	48 unique values 0 missing
ATS3v	numeric	39 unique values 0 missing
MATS2v	numeric	37 unique values 0 missing
X5v	numeric	48 unique values 0 missing
ATS4e	numeric	41 unique values 0 missing
X4v	numeric	48 unique values 0 missing
C.026	numeric	6 unique values 0 missing
ATS4i	numeric	39 unique values 0 missing
GATS3m	numeric	37 unique values 0 missing
MWC06	numeric	28 unique values 0 missing
ATS4s	numeric	46 unique values 0 missing
P_VSA_e_2	numeric	38 unique values 0 missing
Qindex	numeric	7 unique values 0 missing
ATS5e	numeric	46 unique values 0 missing
AECC	numeric	24 unique values 0 missing
SpMAD_AEA.ri.	numeric	34 unique values 0 missing
ATS5i	numeric	46 unique values 0 missing
GATS3v	numeric	36 unique values 0 missing
SpMAD_EA	numeric	23 unique values 0 missing
ATS5m	numeric	45 unique values 0 missing
PW4	numeric	21 unique values 0 missing
SpMAD_EA.ed.	numeric	28 unique values 0 missing
ATS5p	numeric	47 unique values 0 missing
S3K	numeric	41 unique values 0 missing
SRW10	numeric	26 unique values 0 missing
ATS5s	numeric	44 unique values 0 missing
Eig01_AEA.dm.	numeric	11 unique values 0 missing
P_VSA_m_2	numeric	38 unique values 0 missing
ATS5v	numeric	43 unique values 0 missing
Eig03_AEA.dm.	numeric	30 unique values 0 missing
CENT	numeric	27 unique values 0 missing
ATS6m	numeric	48 unique values 0 missing
Eig03_EA.dm.	numeric	4 unique values 0 missing
MATS6p	numeric	36 unique values 0 missing
ATS6s	numeric	48 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
nBM	numeric	5 unique values 0 missing
ATS7m	numeric	48 unique values 0 missing
NssS	numeric	2 unique values 0 missing
Uc	numeric	5 unique values 0 missing
ATS7s	numeric	46 unique values 0 missing
P_VSA_i_1	numeric	5 unique values 0 missing
SpMAD_AEA.ed.	numeric	24 unique values 0 missing
ATSC1e	numeric	33 unique values 0 missing
SM06_EA.dm.	numeric	6 unique values 0 missing
nR05	numeric	2 unique values 0 missing
ATSC1i	numeric	38 unique values 0 missing
SM08_EA.dm.	numeric	6 unique values 0 missing
nR09	numeric	2 unique values 0 missing
ATSC1m	numeric	38 unique values 0 missing
SM10_EA.dm.	numeric	6 unique values 0 missing
SRW05	numeric	2 unique values 0 missing
ATSC1s	numeric	41 unique values 0 missing
SM12_EA.dm.	numeric	6 unique values 0 missing
SRW07	numeric	3 unique values 0 missing
ATSC2e	numeric	35 unique values 0 missing
SM14_EA.dm.	numeric	6 unique values 0 missing
SRW09	numeric	3 unique values 0 missing
ATSC2i	numeric	38 unique values 0 missing
SpDiam_AEA.dm.	numeric	11 unique values 0 missing
P_VSA_MR_1	numeric	16 unique values 0 missing
ATSC2s	numeric	42 unique values 0 missing
SpMax_AEA.dm.	numeric	11 unique values 0 missing
P_VSA_p_1	numeric	17 unique values 0 missing
ATSC3e	numeric	40 unique values 0 missing
SssS	numeric	47 unique values 0 missing
SpMax1_Bh.m.	numeric	39 unique values 0 missing
ATSC3i	numeric	40 unique values 0 missing
Eig05_EA.dm.	numeric	4 unique values 0 missing
SpMin1_Bh.i.	numeric	30 unique values 0 missing
ATSC3s	numeric	48 unique values 0 missing
P_VSA_LogP_7	numeric	16 unique values 0 missing
SM12_EA.bo.	numeric	27 unique values 0 missing
ATSC4e	numeric	46 unique values 0 missing
SM02_EA.dm.	numeric	11 unique values 0 missing
SM13_EA.bo.	numeric	28 unique values 0 missing
ATSC4s	numeric	48 unique values 0 missing
SM04_EA.dm.	numeric	9 unique values 0 missing
SM14_EA.bo.	numeric	29 unique values 0 missing
ATSC5e	numeric	47 unique values 0 missing
ATS7e	numeric	45 unique values 0 missing
SM15_EA.bo.	numeric	30 unique values 0 missing
ATSC5s	numeric	48 unique values 0 missing
ATS7i	numeric	45 unique values 0 missing
MATS6v	numeric	45 unique values 0 missing
ATSC5v	numeric	48 unique values 0 missing
ATS8i	numeric	39 unique values 0 missing
ATS6p	numeric	43 unique values 0 missing
ATSC6e	numeric	46 unique values 0 missing
MPC04	numeric	16 unique values 0 missing
Chi1_EA.dm.	numeric	42 unique values 0 missing
ATSC6i	numeric	46 unique values 0 missing
MPC05	numeric	21 unique values 0 missing
HNar	numeric	13 unique values 0 missing
ATSC6s	numeric	48 unique values 0 missing
MPC06	numeric	22 unique values 0 missing
SpMax2_Bh.p.	numeric	27 unique values 0 missing
ATSC7e	numeric	48 unique values 0 missing
MPC07	numeric	22 unique values 0 missing
X1A	numeric	13 unique values 0 missing
ATSC7i	numeric	45 unique values 0 missing
nCIC	numeric	2 unique values 0 missing
nS	numeric	3 unique values 0 missing
ATSC7s	numeric	48 unique values 0 missing
nCIR	numeric	2 unique values 0 missing
S.107	numeric	2 unique values 0 missing
ATSC8e	numeric	47 unique values 0 missing
NNRS	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	42 unique values 0 missing
ATSC8s	numeric	48 unique values 0 missing
NRS	numeric	2 unique values 0 missing
MATS2m	numeric	27 unique values 0 missing
BAC	numeric	9 unique values 0 missing
RBF	numeric	14 unique values 0 missing
MATS8v	numeric	45 unique values 0 missing
BBI	numeric	10 unique values 0 missing
RBN	numeric	4 unique values 0 missing
SRW08	numeric	24 unique values 0 missing
BIC0	numeric	29 unique values 0 missing
Rbrid	numeric	2 unique values 0 missing
X3v	numeric	48 unique values 0 missing
BIC1	numeric	23 unique values 0 missing
RCI	numeric	4 unique values 0 missing
SpMin2_Bh.m.	numeric	36 unique values 0 missing
BIC2	numeric	23 unique values 0 missing
RFD	numeric	4 unique values 0 missing
X5	numeric	28 unique values 0 missing
BIC3	numeric	21 unique values 0 missing
SpMax2_Bh.i.	numeric	29 unique values 0 missing
MATS6s	numeric	47 unique values 0 missing
BID	numeric	13 unique values 0 missing
SpMax4_Bh.e.	numeric	19 unique values 0 missing
Chi0_EA.dm.	numeric	36 unique values 0 missing
BLI	numeric	38 unique values 0 missing
SpMax4_Bh.i.	numeric	17 unique values 0 missing
C.034	numeric	2 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
SpMax4_Bh.p.	numeric	22 unique values 0 missing
Eta_betaP	numeric	7 unique values 0 missing
C.001	numeric	2 unique values 0 missing
SpMax4_Bh.v.	numeric	19 unique values 0 missing
nBT	numeric	9 unique values 0 missing
C.005	numeric	3 unique values 0 missing
SpMax8_Bh.e.	numeric	39 unique values 0 missing
SpMin7_Bh.i.	numeric	31 unique values 0 missing
SpMax8_Bh.i.	numeric	36 unique values 0 missing
GATS2i	numeric	35 unique values 0 missing
SpMax8_Bh.p.	numeric	33 unique values 0 missing
X1v	numeric	40 unique values 0 missing
SpMax8_Bh.v.	numeric	34 unique values 0 missing
ATS1i	numeric	36 unique values 0 missing
SpMin4_Bh.e.	numeric	15 unique values 0 missing
SM06_EA.bo.	numeric	26 unique values 0 missing
SpMin4_Bh.i.	numeric	14 unique values 0 missing
SM07_EA.bo.	numeric	26 unique values 0 missing
TRS	numeric	4 unique values 0 missing
SM08_EA.bo.	numeric	28 unique values 0 missing
Vindex	numeric	20 unique values 0 missing
SM09_EA.bo.	numeric	28 unique values 0 missing
X2A	numeric	15 unique values 0 missing
SM10_EA.bo.	numeric	28 unique values 0 missing
X3A	numeric	16 unique values 0 missing
SM11_EA.bo.	numeric	28 unique values 0 missing
X4A	numeric	14 unique values 0 missing
GATS7i	numeric	45 unique values 0 missing
X5A	numeric	14 unique values 0 missing
ON1V	numeric	28 unique values 0 missing
Xindex	numeric	20 unique values 0 missing
SpMaxA_AEA.bo.	numeric	19 unique values 0 missing
D.Dtr06	numeric	27 unique values 0 missing
SpMin4_Bh.s.	numeric	34 unique values 0 missing
MPC09	numeric	23 unique values 0 missing
ON0V	numeric	22 unique values 0 missing
TPC	numeric	19 unique values 0 missing
CATS2D_05_DL	numeric	5 unique values 0 missing
Uindex	numeric	27 unique values 0 missing
DLS_04	numeric	3 unique values 0 missing
Wap	numeric	21 unique values 0 missing
CATS2D_01_LL	numeric	10 unique values 0 missing
SpMaxA_EA.ed.	numeric	27 unique values 0 missing
ATS7v	numeric	43 unique values 0 missing
X4Av	numeric	31 unique values 0 missing
ATS8p	numeric	40 unique values 0 missing
X5Av	numeric	27 unique values 0 missing
SpMin1_Bh.p.	numeric	37 unique values 0 missing
C.025	numeric	4 unique values 0 missing
ATSC8v	numeric	46 unique values 0 missing
Rperim	numeric	3 unique values 0 missing
SAtot	numeric	38 unique values 0 missing
SpMin4_Bh.p.	numeric	12 unique values 0 missing
VvdwZAZ	numeric	38 unique values 0 missing
SpMin4_Bh.v.	numeric	14 unique values 0 missing
RDCHI	numeric	28 unique values 0 missing
Yindex	numeric	26 unique values 0 missing
ATS1p	numeric	35 unique values 0 missing
GATS4i	numeric	44 unique values 0 missing
SpMax7_Bh.p.	numeric	22 unique values 0 missing
SpMin8_Bh.m.	numeric	38 unique values 0 missing
GATS6p	numeric	42 unique values 0 missing
ATSC1p	numeric	38 unique values 0 missing
JGI1	numeric	17 unique values 0 missing
CIC1	numeric	25 unique values 0 missing
ATS2p	numeric	37 unique values 0 missing
JGI10	numeric	11 unique values 0 missing
ATS3p	numeric	40 unique values 0 missing
JGI9	numeric	7 unique values 0 missing
ATS4p	numeric	44 unique values 0 missing
MATS2i	numeric	34 unique values 0 missing
ATSC4v	numeric	46 unique values 0 missing
SIC1	numeric	21 unique values 0 missing
SM04_EA.ri.	numeric	41 unique values 0 missing
SpMin7_Bh.e.	numeric	38 unique values 0 missing
BLTA96	numeric	29 unique values 0 missing
ATSC4m	numeric	46 unique values 0 missing
BLTD48	numeric	31 unique values 0 missing
ATSC4p	numeric	46 unique values 0 missing
BLTF96	numeric	29 unique values 0 missing
MWC07	numeric	25 unique values 0 missing
MLOGP	numeric	33 unique values 0 missing
MWC08	numeric	28 unique values 0 missing
MLOGP2	numeric	33 unique values 0 missing
MWC09	numeric	27 unique values 0 missing
piPC03	numeric	21 unique values 0 missing
MWC10	numeric	28 unique values 0 missing
SpMin1_Bh.e.	numeric	37 unique values 0 missing
PCD	numeric	28 unique values 0 missing
ATS4v	numeric	42 unique values 0 missing
TWC	numeric	28 unique values 0 missing
SpMax5_Bh.p.	numeric	40 unique values 0 missing
Eig01_EA.ri.	numeric	46 unique values 0 missing
SpMax7_Bh.v.	numeric	28 unique values 0 missing
PW3	numeric	18 unique values 0 missing
GATS3i	numeric	37 unique values 0 missing
SpDiam_EA.ri.	numeric	46 unique values 0 missing
MPC03	numeric	14 unique values 0 missing
SpMax_EA.ri.	numeric	46 unique values 0 missing
MWC05	numeric	25 unique values 0 missing
Se	numeric	38 unique values 0 missing
SpDiam_AEA.ri.	numeric	45 unique values 0 missing
Eig02_AEA.dm.	numeric	7 unique values 0 missing
P_VSA_MR_8	numeric	6 unique values 0 missing
ISIZ	numeric	10 unique values 0 missing
GATS1v	numeric	35 unique values 0 missing
nAT	numeric	10 unique values 0 missing
SpMin4_Bh.m.	numeric	14 unique values 0 missing
Si	numeric	38 unique values 0 missing
ATSC1v	numeric	38 unique values 0 missing
SpMax1_Bh.e.	numeric	35 unique values 0 missing
Chi1_EA.ed.	numeric	26 unique values 0 missing
SpMax1_Bh.i.	numeric	35 unique values 0 missing
X4sol	numeric	32 unique values 0 missing
SpMAD_EA.dm.	numeric	19 unique values 0 missing
SaaaC	numeric	14 unique values 0 missing
ATSC7p	numeric	47 unique values 0 missing
SpMAD_EA.bo.	numeric	28 unique values 0 missing
X3Av	numeric	33 unique values 0 missing
SpMAD_AEA.dm.	numeric	34 unique values 0 missing
SM06_EA.ri.	numeric	45 unique values 0 missing
ATSC8i	numeric	46 unique values 0 missing
SM07_EA.ri.	numeric	45 unique values 0 missing
D.Dtr05	numeric	9 unique values 0 missing
SM08_EA.ri.	numeric	45 unique values 0 missing
SpMax6_Bh.v.	numeric	30 unique values 0 missing
SM09_EA.ri.	numeric	47 unique values 0 missing
GATS7p	numeric	44 unique values 0 missing
SM10_EA.ri.	numeric	47 unique values 0 missing
SM08_AEA.bo.	numeric	26 unique values 0 missing
SM11_EA.ri.	numeric	48 unique values 0 missing
SpMin6_Bh.i.	numeric	30 unique values 0 missing
SM12_EA.ri.	numeric	47 unique values 0 missing
ATS6v	numeric	45 unique values 0 missing
SM13_EA.ri.	numeric	48 unique values 0 missing
SM05_EA.bo.	numeric	25 unique values 0 missing
SpMaxA_EA.ri.	numeric	24 unique values 0 missing
SpMax2_Bh.m.	numeric	27 unique values 0 missing
PHI	numeric	36 unique values 0 missing
SpMax4_Bh.m.	numeric	34 unique values 0 missing
piID	numeric	30 unique values 0 missing
SM04_AEA.bo.	numeric	25 unique values 0 missing
piPC07	numeric	30 unique values 0 missing
MATS6e	numeric	46 unique values 0 missing
piPC08	numeric	29 unique values 0 missing
SpMax7_Bh.m.	numeric	28 unique values 0 missing
piPC09	numeric	30 unique values 0 missing
Eig07_AEA.dm.	numeric	41 unique values 0 missing
piPC10	numeric	29 unique values 0 missing
SpMin6_Bh.v.	numeric	24 unique values 0 missing
S2K	numeric	38 unique values 0 missing
GATS7e	numeric	48 unique values 0 missing
HVcpx	numeric	27 unique values 0 missing
ATSC7m	numeric	48 unique values 0 missing
CATS2D_07_DL	numeric	6 unique values 0 missing
GGI3	numeric	19 unique values 0 missing
GATS4p	numeric	40 unique values 0 missing
CATS2D_02_AL	numeric	5 unique values 0 missing
X4	numeric	28 unique values 0 missing
PDI	numeric	26 unique values 0 missing
MPC10	numeric	27 unique values 0 missing
Eig14_AEA.dm.	numeric	40 unique values 0 missing
SpMax2_Bh.e.	numeric	30 unique values 0 missing
ATS7p	numeric	48 unique values 0 missing
SpMax2_Bh.v.	numeric	30 unique values 0 missing
ATSC2v	numeric	38 unique values 0 missing
JGI3	numeric	19 unique values 0 missing
ATSC8p	numeric	48 unique values 0 missing
SM14_EA.ri.	numeric	48 unique values 0 missing
BIC4	numeric	17 unique values 0 missing
SM15_EA.ri.	numeric	47 unique values 0 missing
BIC5	numeric	17 unique values 0 missing
GATS2v	numeric	37 unique values 0 missing
MATS4v	numeric	38 unique values 0 missing
P_VSA_MR_6	numeric	37 unique values 0 missing
Eta_sh_y	numeric	35 unique values 0 missing
GATS8v	numeric	44 unique values 0 missing
SM02_EA.ed.	numeric	24 unique values 0 missing
ATSC2p	numeric	38 unique values 0 missing
SM04_AEA.ed.	numeric	24 unique values 0 missing
ATS6e	numeric	47 unique values 0 missing
SM05_AEA.ed.	numeric	24 unique values 0 missing
GATS6v	numeric	41 unique values 0 missing
SM06_EA	numeric	24 unique values 0 missing
SpAD_EA.dm.	numeric	11 unique values 0 missing
GATS7v	numeric	45 unique values 0 missing
piPC02	numeric	18 unique values 0 missing
Eig13_AEA.dm.	numeric	32 unique values 0 missing
SM02_EA.bo.	numeric	18 unique values 0 missing
Eig07_AEA.bo.	numeric	17 unique values 0 missing
GGI8	numeric	17 unique values 0 missing
Eig07_EA.bo.	numeric	24 unique values 0 missing
ATSC6p	numeric	47 unique values 0 missing
MATS3p	numeric	38 unique values 0 missing
GATS4m	numeric	44 unique values 0 missing
ATS1e	numeric	34 unique values 0 missing
GATS4v	numeric	42 unique values 0 missing
ATS1m	numeric	35 unique values 0 missing
SpMin1_Bh.m.	numeric	39 unique values 0 missing
Eig10_AEA.ed.	numeric	26 unique values 0 missing
SpMax1_Bh.p.	numeric	33 unique values 0 missing
JGI5	numeric	12 unique values 0 missing
ATS6i	numeric	44 unique values 0 missing
SpMaxA_EA.bo.	numeric	22 unique values 0 missing
GATS8p	numeric	43 unique values 0 missing
MATS3v	numeric	36 unique values 0 missing
NaaaC	numeric	2 unique values 0 missing
Eta_FL_A	numeric	28 unique values 0 missing
nAB	numeric	4 unique values 0 missing
MATS6i	numeric	42 unique values 0 missing
PCR	numeric	22 unique values 0 missing
CATS2D_05_PL	numeric	4 unique values 0 missing
Sp	numeric	38 unique values 0 missing
ATS8s	numeric	42 unique values 0 missing
ATSC4i	numeric	45 unique values 0 missing
Eta_C_A	numeric	43 unique values 0 missing
Eig02_AEA.ed.	numeric	28 unique values 0 missing
SM03_AEA.bo.	numeric	20 unique values 0 missing
Eig02_EA.ed.	numeric	28 unique values 0 missing
X5sol	numeric	32 unique values 0 missing
SM11_AEA.dm.	numeric	28 unique values 0 missing
IDE	numeric	25 unique values 0 missing
Chi0_EA.ed.	numeric	26 unique values 0 missing
MSD	numeric	28 unique values 0 missing
MCD	numeric	12 unique values 0 missing
Mi	numeric	26 unique values 0 missing
X0A	numeric	12 unique values 0 missing
TIC3	numeric	24 unique values 0 missing
Eig01_AEA.bo.	numeric	29 unique values 0 missing
TIC4	numeric	19 unique values 0 missing
Eig01_AEA.ri.	numeric	48 unique values 0 missing
TIC5	numeric	18 unique values 0 missing
Eig01_EA	numeric	28 unique values 0 missing
MATS7m	numeric	41 unique values 0 missing
Eig01_EA.bo.	numeric	30 unique values 0 missing
GATS3e	numeric	42 unique values 0 missing
SM06_EA.ed.	numeric	26 unique values 0 missing
ATSC3v	numeric	42 unique values 0 missing
SM07_EA.ed.	numeric	27 unique values 0 missing
Eta_L	numeric	41 unique values 0 missing
SM08_EA.ed.	numeric	28 unique values 0 missing
Eig04_AEA.dm.	numeric	40 unique values 0 missing
SM09_AEA.bo.	numeric	28 unique values 0 missing
AMR	numeric	38 unique values 0 missing
SM09_EA.ed.	numeric	28 unique values 0 missing
MATS1v	numeric	29 unique values 0 missing
SM10_EA.ed.	numeric	28 unique values 0 missing
GATS7m	numeric	46 unique values 0 missing
SM11_AEA.ri.	numeric	30 unique values 0 missing
Eig10_AEA.dm.	numeric	32 unique values 0 missing
SM11_EA.ed.	numeric	28 unique values 0 missing
SM05_AEA.bo.	numeric	24 unique values 0 missing
SM12_AEA.ed.	numeric	26 unique values 0 missing
IC4	numeric	18 unique values 0 missing
SM12_EA.ed.	numeric	28 unique values 0 missing
IC5	numeric	17 unique values 0 missing
SM13_AEA.ed.	numeric	28 unique values 0 missing
ATS4m	numeric	46 unique values 0 missing
SM13_EA.ed.	numeric	28 unique values 0 missing
SpMin5_Bh.i.	numeric	40 unique values 0 missing
SM14_AEA.ed.	numeric	27 unique values 0 missing
SpMin5_Bh.s.	numeric	43 unique values 0 missing
SM14_EA	numeric	28 unique values 0 missing
ATSC3m	numeric	42 unique values 0 missing
SM14_EA.ed.	numeric	28 unique values 0 missing
SM06_AEA.bo.	numeric	21 unique values 0 missing
SM15_AEA.ed.	numeric	27 unique values 0 missing
MATS7v	numeric	45 unique values 0 missing
SM15_EA	numeric	28 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
SM15_EA.ed.	numeric	28 unique values 0 missing
VvdwMG	numeric	34 unique values 0 missing
SpDiam_AEA.bo.	numeric	30 unique values 0 missing
Vx	numeric	34 unique values 0 missing
SpDiam_EA	numeric	28 unique values 0 missing
Eig02_EA.bo.	numeric	28 unique values 0 missing
SpDiam_EA.bo.	numeric	30 unique values 0 missing
Eig13_AEA.bo.	numeric	26 unique values 0 missing
SpMAD_AEA.bo.	numeric	26 unique values 0 missing
SM12_AEA.ri.	numeric	28 unique values 0 missing
SpMaxA_AEA.ed.	numeric	22 unique values 0 missing
ATS3m	numeric	39 unique values 0 missing
SpMaxA_AEA.ri.	numeric	23 unique values 0 missing
Eig09_EA	numeric	27 unique values 0 missing
SpMaxA_EA	numeric	15 unique values 0 missing
SM03_AEA.dm.	numeric	27 unique values 0 missing
SpMax_AEA.bo.	numeric	29 unique values 0 missing
SpMin6_Bh.m.	numeric	24 unique values 0 missing
SpMax_AEA.ri.	numeric	48 unique values 0 missing
SpMax6_Bh.p.	numeric	26 unique values 0 missing
SpMax_EA	numeric	28 unique values 0 missing
ATSC5i	numeric	45 unique values 0 missing
SpMax_EA.bo.	numeric	30 unique values 0 missing
SpMax3_Bh.m.	numeric	27 unique values 0 missing
Eig14_AEA.ed.	numeric	18 unique values 0 missing
Eig12_AEA.ed.	numeric	28 unique values 0 missing
SM04_EA.bo.	numeric	25 unique values 0 missing
SdNH	numeric	44 unique values 0 missing
ATSC6v	numeric	48 unique values 0 missing
Eig08_AEA.dm.	numeric	41 unique values 0 missing
C.024	numeric	5 unique values 0 missing
SpMax5_Bh.v.	numeric	45 unique values 0 missing
H.047	numeric	9 unique values 0 missing
ATSC2m	numeric	37 unique values 0 missing
NaaCH	numeric	5 unique values 0 missing
Eig05_AEA.dm.	numeric	41 unique values 0 missing
nCb.	numeric	5 unique values 0 missing
ATSC6m	numeric	48 unique values 0 missing
nCbH	numeric	5 unique values 0 missing
nCsp3	numeric	3 unique values 0 missing
nH	numeric	9 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
P_VSA_e_1	numeric	9 unique values 0 missing
S1K	numeric	35 unique values 0 missing
P_VSA_LogP_3	numeric	8 unique values 0 missing
SM02_EA.ri.	numeric	37 unique values 0 missing
P_VSA_m_1	numeric	9 unique values 0 missing
SM03_AEA.ed.	numeric	23 unique values 0 missing
P_VSA_s_2	numeric	10 unique values 0 missing
SM05_EA	numeric	20 unique values 0 missing
P_VSA_s_4	numeric	14 unique values 0 missing
ATSC5m	numeric	48 unique values 0 missing
P_VSA_v_1	numeric	9 unique values 0 missing
SpMin3_Bh.s.	numeric	32 unique values 0 missing
SssO	numeric	11 unique values 0 missing
MATS5v	numeric	41 unique values 0 missing
CATS2D_07_PL	numeric	6 unique values 0 missing
ARR	numeric	12 unique values 0 missing
GATS8m	numeric	47 unique values 0 missing
Eig02_AEA.bo.	numeric	27 unique values 0 missing
MATS7p	numeric	43 unique values 0 missing
ZM2Mad	numeric	42 unique values 0 missing
piPC04	numeric	25 unique values 0 missing
SpMax6_Bh.i.	numeric	23 unique values 0 missing
piPC05	numeric	26 unique values 0 missing
Eig08_AEA.bo.	numeric	25 unique values 0 missing
MATS7i	numeric	46 unique values 0 missing
Eig08_EA.bo.	numeric	25 unique values 0 missing
MPC08	numeric	24 unique values 0 missing
GATS4e	numeric	45 unique values 0 missing
piPC06	numeric	29 unique values 0 missing
Ui	numeric	5 unique values 0 missing
GATS3p	numeric	37 unique values 0 missing
SpMin2_Bh.p.	numeric	35 unique values 0 missing
P_VSA_s_3	numeric	36 unique values 0 missing
ECC	numeric	24 unique values 0 missing
SpMax1_Bh.v.	numeric	39 unique values 0 missing
Eig09_EA.ed.	numeric	26 unique values 0 missing
GGI10	numeric	10 unique values 0 missing
GMTI	numeric	27 unique values 0 missing
Eig04_AEA.ed.	numeric	25 unique values 0 missing
IDET	numeric	28 unique values 0 missing
CATS2D_03_LL	numeric	14 unique values 0 missing
IDMT	numeric	28 unique values 0 missing
SpMin1_Bh.s.	numeric	37 unique values 0 missing
LPRS	numeric	28 unique values 0 missing
ATS8e	numeric	41 unique values 0 missing
MWC03	numeric	16 unique values 0 missing
ATS8v	numeric	40 unique values 0 missing
MWC04	numeric	24 unique values 0 missing
GNar	numeric	14 unique values 0 missing
SM02_AEA.ed.	numeric	21 unique values 0 missing
Eig01_AEA.ed.	numeric	28 unique values 0 missing
SM04_AEA.ri.	numeric	26 unique values 0 missing
Eig01_EA.ed.	numeric	28 unique values 0 missing
SM04_EA	numeric	23 unique values 0 missing
SM03_EA.ed.	numeric	22 unique values 0 missing
SMTI	numeric	28 unique values 0 missing
SM04_EA.ed.	numeric	26 unique values 0 missing
SpAD_EA.ed.	numeric	28 unique values 0 missing
SM05_EA.ed.	numeric	26 unique values 0 missing
SRW06	numeric	23 unique values 0 missing
SM06_AEA.ed.	numeric	24 unique values 0 missing
UNIP	numeric	21 unique values 0 missing
SM07_AEA.ed.	numeric	25 unique values 0 missing
Xu	numeric	28 unique values 0 missing
SM07_EA	numeric	24 unique values 0 missing
ZM2	numeric	16 unique values 0 missing
SM08_AEA.ed.	numeric	24 unique values 0 missing
ATSC8m	numeric	48 unique values 0 missing
SM08_EA	numeric	25 unique values 0 missing
TIC2	numeric	26 unique values 0 missing
SM09_AEA.ed.	numeric	26 unique values 0 missing
PW2	numeric	18 unique values 0 missing
SM09_EA	numeric	26 unique values 0 missing
SM07_AEA.bo.	numeric	26 unique values 0 missing
SM10_AEA.dm.	numeric	28 unique values 0 missing
SpMax3_Bh.p.	numeric	24 unique values 0 missing
SM10_AEA.ed.	numeric	26 unique values 0 missing
SM03_EA.bo.	numeric	14 unique values 0 missing
SM10_EA	numeric	25 unique values 0 missing
SpMax6_Bh.e.	numeric	27 unique values 0 missing
SM11_AEA.ed.	numeric	24 unique values 0 missing
SpMin6_Bh.e.	numeric	27 unique values 0 missing
SM11_EA	numeric	26 unique values 0 missing
AAC	numeric	31 unique values 0 missing
SM12_EA	numeric	27 unique values 0 missing
ALOGP	numeric	37 unique values 0 missing
SM13_EA	numeric	27 unique values 0 missing
ALOGP2	numeric	38 unique values 0 missing
SpDiam_AEA.ed.	numeric	28 unique values 0 missing
AMW	numeric	38 unique values 0 missing
SpDiam_EA.ed.	numeric	28 unique values 0 missing
ATS1s	numeric	37 unique values 0 missing
SpMax_AEA.ed.	numeric	28 unique values 0 missing
ATS1v	numeric	34 unique values 0 missing
SpMax_EA.ed.	numeric	28 unique values 0 missing
ATS2e	numeric	35 unique values 0 missing
SpMin7_Bh.s.	numeric	27 unique values 0 missing
ATS2i	numeric	36 unique values 0 missing
D.Dtr09	numeric	9 unique values 0 missing
ATS2m	numeric	37 unique values 0 missing
MATS2p	numeric	31 unique values 0 missing
ATS2s	numeric	40 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

565

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

564

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.2

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2.08

Minimum kurtosis among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

43.37

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.5

Minimum of means among attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

1.2

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

12323.01

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

PercentageOfNumericFeatures

99.82

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

10.58

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

0.18

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

-1.96

Minimum skewness among attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

6.44

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1KurtosisOfNumericAtts

-1.12

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

0.85

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

MaxStdDevOfNumericAtts

3287.77

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage 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.

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

1.13

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1SkewnessOfNumericAtts

0.16

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

79.51

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.08

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

AutoCorrelation

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

-0.24

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

Dimensionality

11.77

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

4.17

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

0.65

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

16.68

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

0.46