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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4654

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: CHEMBL4654 (TID: 11298), and it has 65 rows and 486 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.

488 features

pXC50 (target)	numeric	28 unique values 0 missing
molecule_id (row identifier)	nominal	65 unique values 0 missing
SM04_AEA.dm.	numeric	40 unique values 0 missing
MDDD	numeric	58 unique values 0 missing
CATS2D_06_DA	numeric	7 unique values 0 missing
S2K	numeric	50 unique values 0 missing
GATS5p	numeric	44 unique values 0 missing
CATS2D_04_AN	numeric	4 unique values 0 missing
MATS4s	numeric	54 unique values 0 missing
CATS2D_06_NL	numeric	4 unique values 0 missing
ATSC8e	numeric	60 unique values 0 missing
BIC5	numeric	34 unique values 0 missing
TIE	numeric	64 unique values 0 missing
C.006	numeric	10 unique values 0 missing
SpMAD_AEA.ed.	numeric	38 unique values 0 missing
Eig02_AEA.ri.	numeric	20 unique values 0 missing
Eta_sh_y	numeric	43 unique values 0 missing
Eig02_EA	numeric	21 unique values 0 missing
CATS2D_03_AL	numeric	14 unique values 0 missing
Eig02_EA.ri.	numeric	21 unique values 0 missing
SpMin1_Bh.p.	numeric	19 unique values 0 missing
Eig03_EA.ed.	numeric	24 unique values 0 missing
SpMin1_Bh.v.	numeric	15 unique values 0 missing
Eig03_EA.ri.	numeric	27 unique values 0 missing
SsssN	numeric	43 unique values 0 missing
MATS6i	numeric	48 unique values 0 missing
JGI8	numeric	8 unique values 0 missing
MATS6p	numeric	47 unique values 0 missing
Me	numeric	23 unique values 0 missing
SM10_AEA.bo.	numeric	21 unique values 0 missing
NssCH2	numeric	16 unique values 0 missing
SM12_AEA.dm.	numeric	24 unique values 0 missing
SM03_EA.dm.	numeric	21 unique values 0 missing
SpMAD_EA.ri.	numeric	43 unique values 0 missing
MATS8p	numeric	51 unique values 0 missing
ATSC5s	numeric	64 unique values 0 missing
BAC	numeric	19 unique values 0 missing
ATSC6s	numeric	64 unique values 0 missing
Se	numeric	45 unique values 0 missing
ATSC8s	numeric	64 unique values 0 missing
MATS8i	numeric	56 unique values 0 missing
C.008	numeric	3 unique values 0 missing
MATS2m	numeric	45 unique values 0 missing
C.040	numeric	6 unique values 0 missing
MATS4v	numeric	55 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
C.011	numeric	2 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
H.052	numeric	12 unique values 0 missing
CATS2D_09_NL	numeric	4 unique values 0 missing
NssssC	numeric	2 unique values 0 missing
D.Dtr09	numeric	13 unique values 0 missing
SpMax6_Bh.s.	numeric	24 unique values 0 missing
Eig01_EA.bo.	numeric	10 unique values 0 missing
CATS2D_09_DL	numeric	11 unique values 0 missing
Eig05_EA.dm.	numeric	19 unique values 0 missing
GGI8	numeric	47 unique values 0 missing
Eta_alpha_A	numeric	26 unique values 0 missing
SpMin8_Bh.m.	numeric	47 unique values 0 missing
JGI6	numeric	9 unique values 0 missing
ATSC5e	numeric	62 unique values 0 missing
JGI7	numeric	10 unique values 0 missing
SM09_EA.ri.	numeric	53 unique values 0 missing
MAXDN	numeric	55 unique values 0 missing
SM11_EA.ri.	numeric	47 unique values 0 missing
NaaaC	numeric	2 unique values 0 missing
CATS2D_05_DA	numeric	8 unique values 0 missing
NNRS	numeric	6 unique values 0 missing
CATS2D_09_DD	numeric	4 unique values 0 missing
nPyrroles	numeric	2 unique values 0 missing
JGI4	numeric	14 unique values 0 missing
nR09	numeric	2 unique values 0 missing
SM09_EA	numeric	38 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM11_EA	numeric	38 unique values 0 missing
nROH	numeric	3 unique values 0 missing
SIC4	numeric	30 unique values 0 missing
NsOH	numeric	3 unique values 0 missing
PDI	numeric	34 unique values 0 missing
NsssCH	numeric	5 unique values 0 missing
CATS2D_05_AP	numeric	3 unique values 0 missing
O.057	numeric	3 unique values 0 missing
CSI	numeric	57 unique values 0 missing
Psi_e_A	numeric	47 unique values 0 missing
ECC	numeric	56 unique values 0 missing
Psi_i_A	numeric	47 unique values 0 missing
SpMin2_Bh.v.	numeric	31 unique values 0 missing
P_VSA_e_5	numeric	15 unique values 0 missing
Eig07_AEA.dm.	numeric	29 unique values 0 missing
P_VSA_LogP_4	numeric	17 unique values 0 missing
SpMax4_Bh.s.	numeric	17 unique values 0 missing
P_VSA_m_3	numeric	15 unique values 0 missing
SpMax7_Bh.s.	numeric	25 unique values 0 missing
RCI	numeric	7 unique values 0 missing
ATSC1p	numeric	45 unique values 0 missing
RFD	numeric	7 unique values 0 missing
MATS2e	numeric	54 unique values 0 missing
SaaaC	numeric	15 unique values 0 missing
Chi0_EA.dm.	numeric	54 unique values 0 missing
SaaNH	numeric	16 unique values 0 missing
H.046	numeric	9 unique values 0 missing
SaasC	numeric	60 unique values 0 missing
SAdon	numeric	15 unique values 0 missing
SdssC	numeric	62 unique values 0 missing
ATSC4e	numeric	61 unique values 0 missing
SM09_EA.bo.	numeric	39 unique values 0 missing
DELS	numeric	64 unique values 0 missing
SM10_EA.bo.	numeric	39 unique values 0 missing
P_VSA_e_2	numeric	48 unique values 0 missing
SM11_AEA.ri.	numeric	10 unique values 0 missing
P_VSA_p_3	numeric	48 unique values 0 missing
SM11_EA.bo.	numeric	39 unique values 0 missing
P_VSA_v_3	numeric	48 unique values 0 missing
SM12_EA.bo.	numeric	36 unique values 0 missing
CATS2D_01_LL	numeric	17 unique values 0 missing
SM13_EA.bo.	numeric	37 unique values 0 missing
Eta_L_A	numeric	35 unique values 0 missing
SM14_EA.bo.	numeric	30 unique values 0 missing
Mv	numeric	37 unique values 0 missing
SM15_EA.bo.	numeric	33 unique values 0 missing
PW3	numeric	29 unique values 0 missing
SpDiam_EA.bo.	numeric	10 unique values 0 missing
ATS2i	numeric	52 unique values 0 missing
SpMAD_EA	numeric	41 unique values 0 missing
ATSC3p	numeric	64 unique values 0 missing
SpMax1_Bh.e.	numeric	25 unique values 0 missing
Eta_C_A	numeric	54 unique values 0 missing
SpMax1_Bh.i.	numeric	29 unique values 0 missing
CATS2D_04_PN	numeric	2 unique values 0 missing
SpMax1_Bh.s.	numeric	15 unique values 0 missing
CATS2D_05_DP	numeric	2 unique values 0 missing
SpMax1_Bh.v.	numeric	18 unique values 0 missing
CATS2D_06_DN	numeric	2 unique values 0 missing
SpMax2_Bh.s.	numeric	15 unique values 0 missing
D.Dtr07	numeric	43 unique values 0 missing
SpMax_EA.bo.	numeric	10 unique values 0 missing
Eig11_EA.dm.	numeric	14 unique values 0 missing
SsOH	numeric	18 unique values 0 missing
Mi	numeric	18 unique values 0 missing
SsssCH	numeric	55 unique values 0 missing
SpAD_EA	numeric	58 unique values 0 missing
GATS2e	numeric	55 unique values 0 missing
CATS2D_05_AA	numeric	9 unique values 0 missing
MATS1m	numeric	28 unique values 0 missing
CATS2D_09_PL	numeric	4 unique values 0 missing
SpMAD_AEA.bo.	numeric	46 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SpMax1_Bh.p.	numeric	16 unique values 0 missing
O.	numeric	29 unique values 0 missing
SpMin8_Bh.e.	numeric	55 unique values 0 missing
HVcpx	numeric	54 unique values 0 missing
SssNH	numeric	62 unique values 0 missing
ATS5s	numeric	57 unique values 0 missing
SpMAD_AEA.ri.	numeric	38 unique values 0 missing
ATSC1e	numeric	36 unique values 0 missing
SpMin8_Bh.v.	numeric	56 unique values 0 missing
S3K	numeric	48 unique values 0 missing
ATS4m	numeric	60 unique values 0 missing
D.Dtr06	numeric	56 unique values 0 missing
ON0	numeric	35 unique values 0 missing
Eig15_EA.bo.	numeric	32 unique values 0 missing
Eig15_EA	numeric	48 unique values 0 missing
GATS1p	numeric	42 unique values 0 missing
SM09_AEA.dm.	numeric	48 unique values 0 missing
Eig08_EA	numeric	48 unique values 0 missing
DECC	numeric	57 unique values 0 missing
SM02_AEA.dm.	numeric	48 unique values 0 missing
JGI2	numeric	22 unique values 0 missing
ATSC4s	numeric	64 unique values 0 missing
CATS2D_07_NL	numeric	4 unique values 0 missing
SpMin2_Bh.m.	numeric	24 unique values 0 missing
PJI2	numeric	13 unique values 0 missing
Eig05_EA.ri.	numeric	37 unique values 0 missing
BIC4	numeric	39 unique values 0 missing
SpMin3_Bh.m.	numeric	26 unique values 0 missing
Eig10_AEA.ed.	numeric	48 unique values 0 missing
SpMin3_Bh.v.	numeric	33 unique values 0 missing
BLTA96	numeric	44 unique values 0 missing
ALOGP	numeric	60 unique values 0 missing
BLTD48	numeric	45 unique values 0 missing
ALOGP2	numeric	60 unique values 0 missing
BLTF96	numeric	46 unique values 0 missing
BIC3	numeric	37 unique values 0 missing
C.034	numeric	2 unique values 0 missing
C.003	numeric	2 unique values 0 missing
CATS2D_02_DD	numeric	4 unique values 0 missing
X4Av	numeric	16 unique values 0 missing
Eta_B_A	numeric	17 unique values 0 missing
AECC	numeric	58 unique values 0 missing
Eta_sh_p	numeric	48 unique values 0 missing
IDE	numeric	53 unique values 0 missing
GATS6i	numeric	56 unique values 0 missing
MSD	numeric	58 unique values 0 missing
IVDE	numeric	40 unique values 0 missing
GGI9	numeric	49 unique values 0 missing
JGI1	numeric	37 unique values 0 missing
GATS2p	numeric	55 unique values 0 missing
JGT	numeric	44 unique values 0 missing
GATS4p	numeric	55 unique values 0 missing
MLOGP	numeric	47 unique values 0 missing
SpMax6_Bh.m.	numeric	50 unique values 0 missing
MLOGP2	numeric	47 unique values 0 missing
Eig15_EA.ri.	numeric	49 unique values 0 missing
SpMAD_EA.ed.	numeric	54 unique values 0 missing
ATSC3e	numeric	63 unique values 0 missing
H.047	numeric	23 unique values 0 missing
D.Dtr11	numeric	42 unique values 0 missing
SpMax3_Bh.e.	numeric	31 unique values 0 missing
IC3	numeric	54 unique values 0 missing
ATSC6e	numeric	58 unique values 0 missing
RDCHI	numeric	58 unique values 0 missing
Eig02_EA.dm.	numeric	19 unique values 0 missing
UNIP	numeric	52 unique values 0 missing
GATS2s	numeric	56 unique values 0 missing
CATS2D_05_AL	numeric	15 unique values 0 missing
JGI10	numeric	7 unique values 0 missing
Eig02_EA.bo.	numeric	22 unique values 0 missing
N.073	numeric	2 unique values 0 missing
SM12_AEA.ri.	numeric	22 unique values 0 missing
NaaNH	numeric	2 unique values 0 missing
Chi0_EA.bo.	numeric	51 unique values 0 missing
nO	numeric	8 unique values 0 missing
MWC02	numeric	36 unique values 0 missing
GATS2m	numeric	49 unique values 0 missing
Psi_i_0	numeric	50 unique values 0 missing
GATS7i	numeric	54 unique values 0 missing
SpMaxA_AEA.ed.	numeric	31 unique values 0 missing
SpMax8_Bh.p.	numeric	57 unique values 0 missing
SpMaxA_AEA.ri.	numeric	31 unique values 0 missing
Eig03_AEA.ed.	numeric	23 unique values 0 missing
SRW04	numeric	37 unique values 0 missing
GATS6p	numeric	54 unique values 0 missing
ZM1	numeric	36 unique values 0 missing
CATS2D_02_DL	numeric	9 unique values 0 missing
ICR	numeric	50 unique values 0 missing
CATS2D_03_DD	numeric	5 unique values 0 missing
GATS1m	numeric	36 unique values 0 missing
CATS2D_03_DL	numeric	10 unique values 0 missing
ZM2Mad	numeric	64 unique values 0 missing
CATS2D_06_DD	numeric	5 unique values 0 missing
D.Dtr05	numeric	33 unique values 0 missing
CATS2D_08_NL	numeric	4 unique values 0 missing
NdO	numeric	6 unique values 0 missing
Eig02_AEA.ed.	numeric	14 unique values 0 missing
O.058	numeric	6 unique values 0 missing
Eig02_EA.ed.	numeric	15 unique values 0 missing
SdO	numeric	62 unique values 0 missing
Eig04_AEA.ri.	numeric	27 unique values 0 missing
Yindex	numeric	55 unique values 0 missing
Eig04_EA	numeric	23 unique values 0 missing
Eig06_EA.bo.	numeric	33 unique values 0 missing
Eig04_EA.ed.	numeric	20 unique values 0 missing
SpMAD_EA.dm.	numeric	53 unique values 0 missing
Eig04_EA.ri.	numeric	36 unique values 0 missing
GGI3	numeric	31 unique values 0 missing
Eig05_AEA.ed.	numeric	24 unique values 0 missing
SpMaxA_EA	numeric	28 unique values 0 missing
JGI9	numeric	8 unique values 0 missing
SpMaxA_EA.ed.	numeric	34 unique values 0 missing
SM11_AEA.dm.	numeric	15 unique values 0 missing
NssNH	numeric	5 unique values 0 missing
SM12_AEA.bo.	numeric	23 unique values 0 missing
Eta_B	numeric	24 unique values 0 missing
SM13_AEA.dm.	numeric	20 unique values 0 missing
Eig12_AEA.dm.	numeric	33 unique values 0 missing
SpMax3_Bh.s.	numeric	15 unique values 0 missing
Eig14_AEA.dm.	numeric	36 unique values 0 missing
SpMax8_Bh.s.	numeric	24 unique values 0 missing
ATS2m	numeric	58 unique values 0 missing
SssssC	numeric	16 unique values 0 missing
Eig11_EA	numeric	42 unique values 0 missing
Eig02_AEA.bo.	numeric	21 unique values 0 missing
Eig12_AEA.ri.	numeric	56 unique values 0 missing
SM07_EA.dm.	numeric	38 unique values 0 missing
Eig12_EA	numeric	50 unique values 0 missing
SM09_EA.dm.	numeric	38 unique values 0 missing
Eig12_EA.bo.	numeric	30 unique values 0 missing
SM11_EA.dm.	numeric	37 unique values 0 missing
Eig13_AEA.bo.	numeric	32 unique values 0 missing
SM13_EA.dm.	numeric	32 unique values 0 missing
Eig14_AEA.ri.	numeric	57 unique values 0 missing
SM15_EA.dm.	numeric	29 unique values 0 missing
Eig14_EA	numeric	50 unique values 0 missing
SpMin8_Bh.s.	numeric	39 unique values 0 missing
SM05_AEA.dm.	numeric	42 unique values 0 missing
Chi1_EA.dm.	numeric	60 unique values 0 missing
SM06_AEA.dm.	numeric	50 unique values 0 missing
P_VSA_MR_1	numeric	26 unique values 0 missing
SM08_AEA.dm.	numeric	50 unique values 0 missing
SpMax3_Bh.v.	numeric	28 unique values 0 missing
SpMax1_Bh.m.	numeric	18 unique values 0 missing
C.026	numeric	5 unique values 0 missing
Vindex	numeric	47 unique values 0 missing
CATS2D_04_AA	numeric	3 unique values 0 missing
Xindex	numeric	45 unique values 0 missing
CATS2D_04_DA	numeric	6 unique values 0 missing
Eig05_AEA.bo.	numeric	23 unique values 0 missing
GATS3p	numeric	60 unique values 0 missing
ATSC1m	numeric	45 unique values 0 missing
HNar	numeric	34 unique values 0 missing
Eig01_AEA.dm.	numeric	21 unique values 0 missing
N.074	numeric	3 unique values 0 missing
SpDiam_AEA.dm.	numeric	22 unique values 0 missing
nCconj	numeric	4 unique values 0 missing
SpMax_AEA.dm.	numeric	21 unique values 0 missing
nCp	numeric	7 unique values 0 missing
Eig13_EA.ed.	numeric	43 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
SM08_AEA.ri.	numeric	43 unique values 0 missing
P_VSA_s_3	numeric	58 unique values 0 missing
SpMin8_Bh.i.	numeric	56 unique values 0 missing
SdsN	numeric	41 unique values 0 missing
ON0V	numeric	49 unique values 0 missing
X0A	numeric	21 unique values 0 missing
Eig02_AEA.dm.	numeric	40 unique values 0 missing
ATSC2m	numeric	60 unique values 0 missing
SssCH2	numeric	64 unique values 0 missing
SAtot	numeric	48 unique values 0 missing
ATS8s	numeric	61 unique values 0 missing
C.001	numeric	7 unique values 0 missing
ATS3s	numeric	60 unique values 0 missing
Eig04_EA.dm.	numeric	20 unique values 0 missing
Eig01_AEA.bo.	numeric	12 unique values 0 missing
GATS2i	numeric	49 unique values 0 missing
SpMax_AEA.bo.	numeric	12 unique values 0 missing
GGI7	numeric	47 unique values 0 missing
Eig03_EA.bo.	numeric	23 unique values 0 missing
Mp	numeric	31 unique values 0 missing
Eig04_EA.bo.	numeric	17 unique values 0 missing
nCt	numeric	3 unique values 0 missing
Eig05_EA.bo.	numeric	22 unique values 0 missing
P_VSA_LogP_1	numeric	12 unique values 0 missing
SaaCH	numeric	63 unique values 0 missing
P_VSA_MR_2	numeric	28 unique values 0 missing
SM13_AEA.ri.	numeric	23 unique values 0 missing
SsCH3	numeric	59 unique values 0 missing
SM14_AEA.ri.	numeric	17 unique values 0 missing
GATS4v	numeric	56 unique values 0 missing
SM15_AEA.ri.	numeric	22 unique values 0 missing
MATS2s	numeric	52 unique values 0 missing
CATS2D_08_PL	numeric	3 unique values 0 missing
P_VSA_LogP_5	numeric	14 unique values 0 missing
MATS7i	numeric	48 unique values 0 missing
PW2	numeric	25 unique values 0 missing
SpMin7_Bh.s.	numeric	44 unique values 0 missing
Eig03_AEA.ri.	numeric	30 unique values 0 missing
SRW09	numeric	8 unique values 0 missing
Eig03_EA	numeric	20 unique values 0 missing
CATS2D_06_AL	numeric	14 unique values 0 missing
Eig04_AEA.ed.	numeric	20 unique values 0 missing
piPC09	numeric	54 unique values 0 missing
MATS6v	numeric	56 unique values 0 missing
ATSC8p	numeric	64 unique values 0 missing
SM11_AEA.bo.	numeric	20 unique values 0 missing
Eta_C	numeric	64 unique values 0 missing
Eig10_EA.dm.	numeric	18 unique values 0 missing
Eig12_EA.ed.	numeric	43 unique values 0 missing
nN	numeric	8 unique values 0 missing
Eig13_AEA.ri.	numeric	60 unique values 0 missing
SpMax5_Bh.i.	numeric	36 unique values 0 missing
Eig13_EA	numeric	51 unique values 0 missing
SpMax7_Bh.p.	numeric	46 unique values 0 missing
Eig14_EA.ed.	numeric	53 unique values 0 missing
ATSC2p	numeric	60 unique values 0 missing
SM07_AEA.dm.	numeric	51 unique values 0 missing
SpMax2_Bh.m.	numeric	36 unique values 0 missing
SM07_AEA.ri.	numeric	43 unique values 0 missing
SpMax3_Bh.p.	numeric	26 unique values 0 missing
SM09_AEA.ri.	numeric	53 unique values 0 missing
SpMax3_Bh.i.	numeric	33 unique values 0 missing
NsssN	numeric	4 unique values 0 missing
SpMax6_Bh.e.	numeric	50 unique values 0 missing
SpMin3_Bh.p.	numeric	36 unique values 0 missing
ATSC2s	numeric	64 unique values 0 missing
Eig15_EA.ed.	numeric	49 unique values 0 missing
ATSC3s	numeric	64 unique values 0 missing
SM10_AEA.ri.	numeric	49 unique values 0 missing
JGI3	numeric	21 unique values 0 missing
SM06_AEA.ed.	numeric	47 unique values 0 missing
Eta_L	numeric	62 unique values 0 missing
SM06_EA	numeric	51 unique values 0 missing
Eig13_EA.dm.	numeric	10 unique values 0 missing
SIC3	numeric	37 unique values 0 missing
C.	numeric	36 unique values 0 missing
CIC1	numeric	57 unique values 0 missing
C.009	numeric	2 unique values 0 missing
Eig15_AEA.dm.	numeric	40 unique values 0 missing
C.024	numeric	7 unique values 0 missing
GATS3i	numeric	55 unique values 0 missing
C.039	numeric	2 unique values 0 missing
P_VSA_LogP_2	numeric	54 unique values 0 missing
CATS2D_03_AA	numeric	4 unique values 0 missing
ATSC4m	numeric	64 unique values 0 missing
Eig01_EA	numeric	13 unique values 0 missing
ATSC5m	numeric	64 unique values 0 missing
GATS3m	numeric	54 unique values 0 missing
CATS2D_03_LL	numeric	11 unique values 0 missing
GATS3v	numeric	48 unique values 0 missing
ARR	numeric	31 unique values 0 missing
GNar	numeric	39 unique values 0 missing
Eig11_EA.bo.	numeric	37 unique values 0 missing
LOC	numeric	37 unique values 0 missing
SpMin4_Bh.p.	numeric	49 unique values 0 missing
MCD	numeric	31 unique values 0 missing
SRW07	numeric	5 unique values 0 missing
NaasC	numeric	5 unique values 0 missing
SM08_EA.bo.	numeric	42 unique values 0 missing
nArC.N	numeric	2 unique values 0 missing
Eig01_AEA.ed.	numeric	12 unique values 0 missing
nBnz	numeric	5 unique values 0 missing
Eig01_AEA.ri.	numeric	15 unique values 0 missing
nCb.	numeric	7 unique values 0 missing
Eig01_EA.ed.	numeric	14 unique values 0 missing
nCbH	numeric	7 unique values 0 missing
Eig01_EA.ri.	numeric	13 unique values 0 missing
nCIC	numeric	6 unique values 0 missing
nAB	numeric	6 unique values 0 missing
nCONN	numeric	2 unique values 0 missing
nCar	numeric	6 unique values 0 missing
nR06	numeric	6 unique values 0 missing
nCIR	numeric	7 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	14 unique values 0 missing
nR11	numeric	2 unique values 0 missing
SM13_EA.ed.	numeric	31 unique values 0 missing
NRS	numeric	5 unique values 0 missing
SM14_EA.ed.	numeric	30 unique values 0 missing
Rperim	numeric	8 unique values 0 missing
SM15_EA.ed.	numeric	25 unique values 0 missing
SM09_AEA.bo.	numeric	13 unique values 0 missing
SpDiam_EA.ed.	numeric	15 unique values 0 missing
SpDiam_AEA.ed.	numeric	22 unique values 0 missing
SpDiam_EA.ri.	numeric	14 unique values 0 missing
SpDiam_AEA.ri.	numeric	44 unique values 0 missing
SpMax_AEA.ed.	numeric	12 unique values 0 missing
SpDiam_EA	numeric	14 unique values 0 missing
SpMax_AEA.ri.	numeric	15 unique values 0 missing
SpMax3_Bh.m.	numeric	32 unique values 0 missing
SpMax_EA.ed.	numeric	14 unique values 0 missing
SpMax4_Bh.e.	numeric	29 unique values 0 missing
SpMax_EA.ri.	numeric	13 unique values 0 missing
SpMax4_Bh.i.	numeric	35 unique values 0 missing
SpMin1_Bh.e.	numeric	11 unique values 0 missing
SpMax4_Bh.m.	numeric	33 unique values 0 missing
SpMin1_Bh.i.	numeric	8 unique values 0 missing
SpMax4_Bh.p.	numeric	21 unique values 0 missing
ATS3e	numeric	62 unique values 0 missing
SpMax4_Bh.v.	numeric	26 unique values 0 missing
ATS3i	numeric	58 unique values 0 missing
SpMax_EA	numeric	13 unique values 0 missing
ATSC1v	numeric	45 unique values 0 missing
SpMin2_Bh.e.	numeric	24 unique values 0 missing
ATSC2v	numeric	60 unique values 0 missing
SpMin3_Bh.e.	numeric	28 unique values 0 missing
ATSC3v	numeric	64 unique values 0 missing
SpMin3_Bh.i.	numeric	27 unique values 0 missing
nH	numeric	26 unique values 0 missing
TRS	numeric	8 unique values 0 missing
ON1V	numeric	58 unique values 0 missing
X2A	numeric	25 unique values 0 missing
SpMin5_Bh.s.	numeric	40 unique values 0 missing
PHI	numeric	50 unique values 0 missing
SpMin6_Bh.e.	numeric	54 unique values 0 missing
Eig12_EA.dm.	numeric	12 unique values 0 missing
CATS2D_02_AL	numeric	11 unique values 0 missing
SIC5	numeric	33 unique values 0 missing
ATSC1s	numeric	61 unique values 0 missing
Eig04_AEA.dm.	numeric	34 unique values 0 missing
MATS2i	numeric	48 unique values 0 missing
Eig03_AEA.dm.	numeric	46 unique values 0 missing
MATS3v	numeric	52 unique values 0 missing
MATS3p	numeric	56 unique values 0 missing
SpMin2_Bh.i.	numeric	27 unique values 0 missing
CATS2D_03_DN	numeric	2 unique values 0 missing
CATS2D_08_AN	numeric	2 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
NsCH3	numeric	7 unique values 0 missing
DBI	numeric	32 unique values 0 missing
GATS6v	numeric	53 unique values 0 missing
SM05_EA.dm.	numeric	37 unique values 0 missing
SpMax5_Bh.s.	numeric	27 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
CATS2D_04_DN	numeric	3 unique values 0 missing
CATS2D_05_AN	numeric	2 unique values 0 missing
CATS2D_05_DD	numeric	3 unique values 0 missing
ATS2s	numeric	58 unique values 0 missing
Eig10_AEA.ri.	numeric	48 unique values 0 missing
Eig10_EA	numeric	40 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

488

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

487

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal 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.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Dimensionality

7.51

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

2.61

Second quartile (Median) of kurtosis 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

-1.1

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

2.85

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

9.46

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

-0.9

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.66

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.51

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

MaxKurtosisOfNumericAtts

56.6

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.25

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

2134.49

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

9.69

Third quartile of kurtosis 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.

PercentageOfNumericFeatures

99.8

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

6.74

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-5.29

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.2

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

7.29

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

0.28

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

1038.56

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-0.49

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.43

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

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.91

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.

MeanKurtosisOfNumericAtts

5.41

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanMeansOfNumericAtts

23.82

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-2.78

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

0.16

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.16

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

Show all 62 properties