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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5705

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by unknown
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL5705 (TID: 101510), and it has 61 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	52 unique values 0 missing
molecule_id (row identifier)	nominal	61 unique values 0 missing
MATS2i	numeric	50 unique values 0 missing
MATS2p	numeric	51 unique values 0 missing
CATS2D_06_NL	numeric	4 unique values 0 missing
CATS2D_05_NL	numeric	3 unique values 0 missing
GATS2p	numeric	52 unique values 0 missing
MATS2v	numeric	49 unique values 0 missing
ATS8m	numeric	49 unique values 0 missing
GMTIV	numeric	59 unique values 0 missing
Psi_i_s	numeric	38 unique values 0 missing
ZM1Kup	numeric	42 unique values 0 missing
ZM1MulPer	numeric	56 unique values 0 missing
ZM1Per	numeric	56 unique values 0 missing
ZM1V	numeric	33 unique values 0 missing
ZM2Kup	numeric	54 unique values 0 missing
ZM2MulPer	numeric	59 unique values 0 missing
ZM2Per	numeric	59 unique values 0 missing
ZM2V	numeric	43 unique values 0 missing
CATS2D_06_AA	numeric	8 unique values 0 missing
Mp	numeric	25 unique values 0 missing
N.075	numeric	6 unique values 0 missing
NaaN	numeric	6 unique values 0 missing
nN	numeric	7 unique values 0 missing
P_VSA_e_3	numeric	16 unique values 0 missing
P_VSA_i_4	numeric	18 unique values 0 missing
P_VSA_MR_7	numeric	12 unique values 0 missing
SaaN	numeric	57 unique values 0 missing
SpMin4_Bh.e.	numeric	35 unique values 0 missing
SpMin4_Bh.i.	numeric	38 unique values 0 missing
N.	numeric	27 unique values 0 missing
ZM1Mad	numeric	54 unique values 0 missing
CATS2D_07_NL	numeric	4 unique values 0 missing
SpMAD_EA	numeric	23 unique values 0 missing
Eig06_EA.bo.	numeric	35 unique values 0 missing
SpMax6_Bh.m.	numeric	36 unique values 0 missing
C.	numeric	29 unique values 0 missing
Eta_epsi	numeric	38 unique values 0 missing
Eig10_AEA.ri.	numeric	55 unique values 0 missing
SRW10	numeric	33 unique values 0 missing
Eig09_EA.bo.	numeric	33 unique values 0 missing
Eig10_AEA.bo.	numeric	35 unique values 0 missing
Eig10_EA.bo.	numeric	32 unique values 0 missing
Eig11_AEA.bo.	numeric	33 unique values 0 missing
Eig11_EA.bo.	numeric	30 unique values 0 missing
Eig11_EA.ri.	numeric	48 unique values 0 missing
Eig12_AEA.bo.	numeric	24 unique values 0 missing
Eig12_AEA.ri.	numeric	35 unique values 0 missing
Eig12_EA.bo.	numeric	31 unique values 0 missing
Eig12_EA.ri.	numeric	39 unique values 0 missing
Eig13_AEA.bo.	numeric	27 unique values 0 missing
GGI2	numeric	14 unique values 0 missing
piPC02	numeric	27 unique values 0 missing
piPC08	numeric	34 unique values 0 missing
piPC09	numeric	29 unique values 0 missing
SM02_EA.bo.	numeric	27 unique values 0 missing
SM04_EA.bo.	numeric	34 unique values 0 missing
X5	numeric	35 unique values 0 missing
X5sol	numeric	38 unique values 0 missing
ATSC1i	numeric	42 unique values 0 missing
Eta_betaS_A	numeric	29 unique values 0 missing
GATS2v	numeric	47 unique values 0 missing
GATS8e	numeric	50 unique values 0 missing
SpDiam_AEA.ri.	numeric	21 unique values 0 missing
ATSC8e	numeric	55 unique values 0 missing
IC1	numeric	51 unique values 0 missing
ATS7v	numeric	52 unique values 0 missing
Eig03_AEA.bo.	numeric	12 unique values 0 missing
Eig03_EA.bo.	numeric	10 unique values 0 missing
Eig05_AEA.bo.	numeric	33 unique values 0 missing
Eig08_AEA.bo.	numeric	31 unique values 0 missing
SM10_EA.ri.	numeric	51 unique values 0 missing
SM13_AEA.ri.	numeric	10 unique values 0 missing
SM14_EA.ri.	numeric	46 unique values 0 missing
SpMax3_Bh.m.	numeric	19 unique values 0 missing
SpMax5_Bh.p.	numeric	29 unique values 0 missing
SpMax5_Bh.v.	numeric	33 unique values 0 missing
SpMin1_Bh.e.	numeric	29 unique values 0 missing
SpMin1_Bh.i.	numeric	31 unique values 0 missing
SpMin2_Bh.e.	numeric	16 unique values 0 missing
SpMin2_Bh.i.	numeric	12 unique values 0 missing
SpMin2_Bh.m.	numeric	21 unique values 0 missing
SpMin2_Bh.s.	numeric	31 unique values 0 missing
SpMin3_Bh.s.	numeric	11 unique values 0 missing
SpMin6_Bh.s.	numeric	20 unique values 0 missing
Eig06_AEA.ed.	numeric	19 unique values 0 missing
Eig06_EA.ed.	numeric	22 unique values 0 missing
SM15_AEA.dm.	numeric	22 unique values 0 missing
SpMax1_Bh.p.	numeric	37 unique values 0 missing
SM03_EA.ed.	numeric	27 unique values 0 missing
SM04_EA.ed.	numeric	33 unique values 0 missing
SM05_EA.ri.	numeric	49 unique values 0 missing
SM06_EA	numeric	34 unique values 0 missing
SM07_EA.ri.	numeric	56 unique values 0 missing
SM09_EA.ri.	numeric	50 unique values 0 missing
SRW06	numeric	30 unique values 0 missing
SRW08	numeric	33 unique values 0 missing
AMR	numeric	56 unique values 0 missing
ATS3m	numeric	49 unique values 0 missing
Eig04_AEA.bo.	numeric	32 unique values 0 missing
Eig14_EA.ed.	numeric	17 unique values 0 missing
Eta_alpha	numeric	36 unique values 0 missing
piPC03	numeric	31 unique values 0 missing
SM03_AEA.bo.	numeric	29 unique values 0 missing
SM03_AEA.ed.	numeric	33 unique values 0 missing
SM04_AEA.bo.	numeric	34 unique values 0 missing
SM04_AEA.ed.	numeric	33 unique values 0 missing
SM05_AEA.bo.	numeric	33 unique values 0 missing
SM05_AEA.ed.	numeric	35 unique values 0 missing
SM06_AEA.bo.	numeric	31 unique values 0 missing
SM06_EA.bo.	numeric	36 unique values 0 missing
SM07_AEA.bo.	numeric	35 unique values 0 missing
SM08_AEA.bo.	numeric	33 unique values 0 missing
SM09_AEA.ri.	numeric	17 unique values 0 missing
SpAD_EA.ed.	numeric	36 unique values 0 missing
VvdwMG	numeric	40 unique values 0 missing
Vx	numeric	40 unique values 0 missing
X2sol	numeric	36 unique values 0 missing
X3sol	numeric	39 unique values 0 missing
Eta_B	numeric	25 unique values 0 missing
SpMax5_Bh.m.	numeric	43 unique values 0 missing
Eig02_AEA.ri.	numeric	41 unique values 0 missing
DELS	numeric	61 unique values 0 missing
Eig03_AEA.ri.	numeric	25 unique values 0 missing
Eig04_AEA.ri.	numeric	35 unique values 0 missing
Eig04_EA	numeric	32 unique values 0 missing
SM05_EA.ed.	numeric	33 unique values 0 missing
SM06_AEA.ed.	numeric	33 unique values 0 missing
SM06_EA.ed.	numeric	32 unique values 0 missing
SM07_AEA.ed.	numeric	31 unique values 0 missing
SM07_EA	numeric	34 unique values 0 missing
SM07_EA.ed.	numeric	30 unique values 0 missing
SM08_AEA.ed.	numeric	31 unique values 0 missing
SM08_EA	numeric	33 unique values 0 missing
SM09_AEA.ed.	numeric	32 unique values 0 missing
SM10_AEA.ed.	numeric	30 unique values 0 missing
SM11_AEA.ed.	numeric	34 unique values 0 missing
SM12_AEA.bo.	numeric	32 unique values 0 missing
SM12_AEA.ed.	numeric	30 unique values 0 missing
SM13_AEA.ed.	numeric	30 unique values 0 missing
SM14_AEA.ed.	numeric	28 unique values 0 missing
SM15_AEA.ed.	numeric	30 unique values 0 missing
SM03_EA.ri.	numeric	37 unique values 0 missing
Eig15_AEA.ed.	numeric	17 unique values 0 missing
Eta_betaP	numeric	16 unique values 0 missing
nBM	numeric	11 unique values 0 missing
nCar	numeric	11 unique values 0 missing
Uc	numeric	11 unique values 0 missing
Ui	numeric	13 unique values 0 missing
Eta_beta	numeric	29 unique values 0 missing
Eta_F	numeric	61 unique values 0 missing
piID	numeric	35 unique values 0 missing
piPC05	numeric	34 unique values 0 missing
ATSC5v	numeric	61 unique values 0 missing
Eig15_AEA.bo.	numeric	22 unique values 0 missing
Eig15_EA.bo.	numeric	24 unique values 0 missing
MATS1v	numeric	31 unique values 0 missing
PCR	numeric	30 unique values 0 missing
P_VSA_LogP_5	numeric	47 unique values 0 missing
SpMin5_Bh.e.	numeric	36 unique values 0 missing
Eig08_EA	numeric	29 unique values 0 missing
SM02_AEA.dm.	numeric	29 unique values 0 missing
ATSC3p	numeric	56 unique values 0 missing
SpMAD_EA.ed.	numeric	34 unique values 0 missing
SpMax3_Bh.v.	numeric	26 unique values 0 missing
ATS1m	numeric	38 unique values 0 missing
ATS1s	numeric	46 unique values 0 missing
ATS2m	numeric	48 unique values 0 missing
ATS4m	numeric	55 unique values 0 missing
ATS5m	numeric	54 unique values 0 missing
ATS7m	numeric	52 unique values 0 missing
BBI	numeric	19 unique values 0 missing
BID	numeric	15 unique values 0 missing
CENT	numeric	36 unique values 0 missing
Chi0_AEA.bo.	numeric	33 unique values 0 missing
Chi0_AEA.dm.	numeric	33 unique values 0 missing
Chi0_AEA.ed.	numeric	33 unique values 0 missing
Chi0_AEA.ri.	numeric	33 unique values 0 missing
Chi0_EA	numeric	33 unique values 0 missing
Chi0_EA.ri.	numeric	54 unique values 0 missing
Chi1_AEA.bo.	numeric	34 unique values 0 missing
Chi1_AEA.dm.	numeric	34 unique values 0 missing
Chi1_AEA.ed.	numeric	34 unique values 0 missing
Chi1_AEA.ri.	numeric	34 unique values 0 missing
Chi1_EA	numeric	34 unique values 0 missing
Chi1_EA.ri.	numeric	56 unique values 0 missing
CID	numeric	28 unique values 0 missing
Dz	numeric	30 unique values 0 missing
Eig05_EA.bo.	numeric	37 unique values 0 missing
Eig06_AEA.bo.	numeric	34 unique values 0 missing
Eig06_EA	numeric	30 unique values 0 missing
Eig07_AEA.bo.	numeric	35 unique values 0 missing
Eig07_AEA.ri.	numeric	42 unique values 0 missing
Eig07_EA	numeric	28 unique values 0 missing
Eig09_AEA.bo.	numeric	36 unique values 0 missing
Eig09_AEA.ed.	numeric	33 unique values 0 missing
Eig09_AEA.ri.	numeric	56 unique values 0 missing
Eig09_EA	numeric	35 unique values 0 missing
Eig09_EA.ri.	numeric	56 unique values 0 missing
Eig11_AEA.ed.	numeric	30 unique values 0 missing
Eig11_EA	numeric	27 unique values 0 missing
Eig11_EA.ed.	numeric	33 unique values 0 missing
Eig12_AEA.ed.	numeric	30 unique values 0 missing
Eig12_EA.ed.	numeric	26 unique values 0 missing
Eig13_AEA.ri.	numeric	29 unique values 0 missing
Eig13_EA	numeric	16 unique values 0 missing
Eig13_EA.bo.	numeric	30 unique values 0 missing
Eig13_EA.ed.	numeric	18 unique values 0 missing
Eig13_EA.ri.	numeric	31 unique values 0 missing
Eig14_AEA.bo.	numeric	24 unique values 0 missing
Eig14_AEA.ed.	numeric	20 unique values 0 missing
GGI5	numeric	32 unique values 0 missing
GMTI	numeric	36 unique values 0 missing
HDcpx	numeric	27 unique values 0 missing
IDDM	numeric	27 unique values 0 missing
IDET	numeric	36 unique values 0 missing
IDM	numeric	33 unique values 0 missing
IVDM	numeric	25 unique values 0 missing
LPRS	numeric	36 unique values 0 missing
MPC01	numeric	14 unique values 0 missing
MPC02	numeric	19 unique values 0 missing
MPC03	numeric	22 unique values 0 missing
MPC04	numeric	25 unique values 0 missing
MPC05	numeric	24 unique values 0 missing
MPC06	numeric	27 unique values 0 missing
MPC07	numeric	31 unique values 0 missing
MPC10	numeric	28 unique values 0 missing
MW	numeric	39 unique values 0 missing
MWC01	numeric	14 unique values 0 missing
MWC02	numeric	21 unique values 0 missing
MWC03	numeric	29 unique values 0 missing
MWC04	numeric	33 unique values 0 missing
MWC05	numeric	35 unique values 0 missing
MWC06	numeric	33 unique values 0 missing
nBO	numeric	14 unique values 0 missing
nSK	numeric	13 unique values 0 missing
ON0	numeric	21 unique values 0 missing
ON1	numeric	31 unique values 0 missing
piPC01	numeric	22 unique values 0 missing
piPC04	numeric	30 unique values 0 missing
piPC06	numeric	35 unique values 0 missing
piPC07	numeric	34 unique values 0 missing
piPC10	numeric	33 unique values 0 missing
Pol	numeric	19 unique values 0 missing
Psi_e_0	numeric	60 unique values 0 missing
Psi_e_1	numeric	59 unique values 0 missing
RDSQ	numeric	36 unique values 0 missing
S0K	numeric	30 unique values 0 missing
SCBO	numeric	22 unique values 0 missing
SM02_AEA.bo.	numeric	27 unique values 0 missing
SM02_AEA.ed.	numeric	30 unique values 0 missing
SM02_EA	numeric	19 unique values 0 missing
SM02_EA.ri.	numeric	47 unique values 0 missing
SM03_AEA.dm.	numeric	35 unique values 0 missing
SM03_EA.bo.	numeric	19 unique values 0 missing
SM05_AEA.dm.	numeric	27 unique values 0 missing
SM05_EA.bo.	numeric	34 unique values 0 missing
SM06_AEA.ri.	numeric	33 unique values 0 missing
SM07_AEA.dm.	numeric	16 unique values 0 missing
SM07_AEA.ri.	numeric	26 unique values 0 missing
SM07_EA.bo.	numeric	36 unique values 0 missing
SM08_AEA.ri.	numeric	18 unique values 0 missing
SM08_EA.bo.	numeric	36 unique values 0 missing
SM09_EA.bo.	numeric	37 unique values 0 missing
SM14_AEA.bo.	numeric	30 unique values 0 missing
SM15_AEA.bo.	numeric	28 unique values 0 missing
SM15_AEA.ri.	numeric	37 unique values 0 missing
SNar	numeric	23 unique values 0 missing
SpAD_AEA.bo.	numeric	37 unique values 0 missing
SpAD_AEA.dm.	numeric	43 unique values 0 missing
SpAD_AEA.ed.	numeric	36 unique values 0 missing
SpAD_AEA.ri.	numeric	60 unique values 0 missing
SpAD_EA	numeric	36 unique values 0 missing
SpAD_EA.bo.	numeric	37 unique values 0 missing
SpAD_EA.ri.	numeric	57 unique values 0 missing
SpMaxA_AEA.bo.	numeric	16 unique values 0 missing
SpMaxA_AEA.ri.	numeric	15 unique values 0 missing
SRW02	numeric	14 unique values 0 missing
SRW04	numeric	22 unique values 0 missing
TPC	numeric	28 unique values 0 missing
Wap	numeric	30 unique values 0 missing
X0	numeric	25 unique values 0 missing
X0sol	numeric	26 unique values 0 missing
X1	numeric	33 unique values 0 missing
X1sol	numeric	35 unique values 0 missing
X2	numeric	35 unique values 0 missing
X3	numeric	36 unique values 0 missing
X4	numeric	36 unique values 0 missing
X4sol	numeric	39 unique values 0 missing
Xu	numeric	36 unique values 0 missing
ZM1	numeric	21 unique values 0 missing
ZM2	numeric	29 unique values 0 missing
P_VSA_LogP_4	numeric	33 unique values 0 missing
ATSC5e	numeric	58 unique values 0 missing
Eig11_AEA.ri.	numeric	45 unique values 0 missing
SpMax4_Bh.v.	numeric	45 unique values 0 missing
Eig02_AEA.bo.	numeric	29 unique values 0 missing
Eig07_AEA.dm.	numeric	39 unique values 0 missing
Eig07_EA.bo.	numeric	33 unique values 0 missing
Eig07_EA.ri.	numeric	48 unique values 0 missing
Eig08_AEA.dm.	numeric	34 unique values 0 missing
Eig08_AEA.ed.	numeric	21 unique values 0 missing
Eig08_AEA.ri.	numeric	41 unique values 0 missing
Eig08_EA.ed.	numeric	24 unique values 0 missing
Eig08_EA.ri.	numeric	45 unique values 0 missing
Eig09_AEA.dm.	numeric	37 unique values 0 missing
Eig09_EA.ed.	numeric	36 unique values 0 missing
Eig10_AEA.dm.	numeric	29 unique values 0 missing
Eig10_EA	numeric	35 unique values 0 missing
Eig12_AEA.dm.	numeric	21 unique values 0 missing
Eig13_AEA.dm.	numeric	21 unique values 0 missing
Eta_betaS	numeric	25 unique values 0 missing
GGI1	numeric	9 unique values 0 missing
GGI10	numeric	30 unique values 0 missing
GGI4	numeric	33 unique values 0 missing
GGI9	numeric	29 unique values 0 missing
MWC08	numeric	31 unique values 0 missing
MWC09	numeric	32 unique values 0 missing
MWC10	numeric	34 unique values 0 missing
Qindex	numeric	12 unique values 0 missing
Ram	numeric	11 unique values 0 missing
SM03_AEA.ri.	numeric	24 unique values 0 missing
SM03_EA	numeric	11 unique values 0 missing
SM04_AEA.dm.	numeric	35 unique values 0 missing
SM04_AEA.ri.	numeric	36 unique values 0 missing
SM05_EA	numeric	22 unique values 0 missing
SM15_EA	numeric	29 unique values 0 missing
TWC	numeric	35 unique values 0 missing
ATS1p	numeric	41 unique values 0 missing
ATS2p	numeric	52 unique values 0 missing
ATS3p	numeric	51 unique values 0 missing
ATSC3i	numeric	55 unique values 0 missing
ATSC4i	numeric	58 unique values 0 missing
Sp	numeric	39 unique values 0 missing
SpMax1_Bh.v.	numeric	36 unique values 0 missing
X5v	numeric	60 unique values 0 missing
SpMAD_AEA.ri.	numeric	22 unique values 0 missing
ATS4p	numeric	55 unique values 0 missing
ATSC5i	numeric	60 unique values 0 missing
X2v	numeric	58 unique values 0 missing
X3v	numeric	61 unique values 0 missing
X4v	numeric	60 unique values 0 missing
ATSC5p	numeric	61 unique values 0 missing
SpMax7_Bh.s.	numeric	41 unique values 0 missing
ATS1v	numeric	42 unique values 0 missing
ATS2v	numeric	45 unique values 0 missing
ATS3v	numeric	51 unique values 0 missing
ATS5i	numeric	53 unique values 0 missing
Eig06_AEA.ri.	numeric	49 unique values 0 missing
Eig07_AEA.ed.	numeric	20 unique values 0 missing
Eig07_EA.ed.	numeric	28 unique values 0 missing
MWC07	numeric	34 unique values 0 missing
Psi_i_0	numeric	42 unique values 0 missing
Psi_i_1	numeric	54 unique values 0 missing
SM02_AEA.ri.	numeric	28 unique values 0 missing
SM02_EA.ed.	numeric	33 unique values 0 missing
SM04_EA	numeric	29 unique values 0 missing
SpMax2_Bh.m.	numeric	41 unique values 0 missing
Sv	numeric	39 unique values 0 missing
VvdwZAZ	numeric	40 unique values 0 missing
X0v	numeric	41 unique values 0 missing
X1Kup	numeric	53 unique values 0 missing
X1v	numeric	53 unique values 0 missing
Eig04_EA.ri.	numeric	37 unique values 0 missing
Eig06_EA.ri.	numeric	45 unique values 0 missing
Eig10_EA.ri.	numeric	56 unique values 0 missing
SM08_EA.ed.	numeric	26 unique values 0 missing
SM08_EA.ri.	numeric	48 unique values 0 missing
GATS2i	numeric	49 unique values 0 missing
Eig02_EA	numeric	26 unique values 0 missing
Eig03_EA	numeric	26 unique values 0 missing
Eig03_EA.ed.	numeric	29 unique values 0 missing
GGI3	numeric	24 unique values 0 missing
SM09_EA	numeric	35 unique values 0 missing
SM09_EA.ed.	numeric	24 unique values 0 missing
SM10_AEA.bo.	numeric	26 unique values 0 missing
SM10_EA	numeric	34 unique values 0 missing
SM11_AEA.bo.	numeric	26 unique values 0 missing
SM11_EA	numeric	33 unique values 0 missing
SM12_AEA.dm.	numeric	29 unique values 0 missing
SM12_EA	numeric	35 unique values 0 missing
SM13_EA	numeric	33 unique values 0 missing
SM14_EA	numeric	31 unique values 0 missing
ATS4v	numeric	52 unique values 0 missing
ATS5e	numeric	56 unique values 0 missing
ATS5v	numeric	56 unique values 0 missing
ATSC6i	numeric	56 unique values 0 missing
XMOD	numeric	51 unique values 0 missing
ATSC4p	numeric	61 unique values 0 missing
ZM2Mad	numeric	55 unique values 0 missing
SpMax3_Bh.p.	numeric	27 unique values 0 missing
ATSC2i	numeric	48 unique values 0 missing
SpMax4_Bh.m.	numeric	43 unique values 0 missing
SpMax1_Bh.m.	numeric	34 unique values 0 missing
C.025	numeric	6 unique values 0 missing
CATS2D_02_LL	numeric	17 unique values 0 missing
ATS5p	numeric	55 unique values 0 missing
Eta_C	numeric	61 unique values 0 missing
IC4	numeric	38 unique values 0 missing
IC5	numeric	38 unique values 0 missing
MAXDP	numeric	53 unique values 0 missing
TIC3	numeric	45 unique values 0 missing
TIC4	numeric	40 unique values 0 missing
TIC5	numeric	39 unique values 0 missing
AAC	numeric	36 unique values 0 missing
AECC	numeric	32 unique values 0 missing
ALOGP	numeric	55 unique values 0 missing
ALOGP2	numeric	56 unique values 0 missing
AMW	numeric	39 unique values 0 missing
ARR	numeric	19 unique values 0 missing
ATS1e	numeric	38 unique values 0 missing
ATS1i	numeric	42 unique values 0 missing
ATS2e	numeric	44 unique values 0 missing
ATS2i	numeric	41 unique values 0 missing
ATS2s	numeric	52 unique values 0 missing
ATS3e	numeric	46 unique values 0 missing
ATS3i	numeric	49 unique values 0 missing
ATS3s	numeric	55 unique values 0 missing
ATS4e	numeric	51 unique values 0 missing
ATS4i	numeric	53 unique values 0 missing
ATS4s	numeric	56 unique values 0 missing
ATS5s	numeric	50 unique values 0 missing
ATS6e	numeric	51 unique values 0 missing
ATS6i	numeric	52 unique values 0 missing
ATS6m	numeric	48 unique values 0 missing
ATS6p	numeric	54 unique values 0 missing
ATS6s	numeric	50 unique values 0 missing
ATS6v	numeric	54 unique values 0 missing
ATS7e	numeric	47 unique values 0 missing
ATS7i	numeric	52 unique values 0 missing
ATS7p	numeric	54 unique values 0 missing
ATS7s	numeric	54 unique values 0 missing
ATS8e	numeric	51 unique values 0 missing
ATS8i	numeric	52 unique values 0 missing
ATS8p	numeric	51 unique values 0 missing
ATS8s	numeric	53 unique values 0 missing
ATS8v	numeric	51 unique values 0 missing
ATSC1e	numeric	41 unique values 0 missing
ATSC1m	numeric	43 unique values 0 missing
ATSC1p	numeric	40 unique values 0 missing
ATSC1s	numeric	53 unique values 0 missing
ATSC1v	numeric	42 unique values 0 missing
ATSC2e	numeric	53 unique values 0 missing
ATSC2m	numeric	56 unique values 0 missing
ATSC2p	numeric	55 unique values 0 missing
ATSC2s	numeric	59 unique values 0 missing
ATSC2v	numeric	56 unique values 0 missing
ATSC3e	numeric	53 unique values 0 missing
ATSC3m	numeric	58 unique values 0 missing
ATSC3s	numeric	60 unique values 0 missing
ATSC3v	numeric	58 unique values 0 missing
ATSC4e	numeric	57 unique values 0 missing
ATSC4m	numeric	61 unique values 0 missing
ATSC4s	numeric	61 unique values 0 missing
ATSC4v	numeric	61 unique values 0 missing
ATSC5m	numeric	61 unique values 0 missing
ATSC5s	numeric	61 unique values 0 missing
ATSC6e	numeric	55 unique values 0 missing
ATSC6m	numeric	59 unique values 0 missing
ATSC6p	numeric	58 unique values 0 missing
ATSC6s	numeric	60 unique values 0 missing
ATSC6v	numeric	60 unique values 0 missing
ATSC7e	numeric	57 unique values 0 missing
ATSC7i	numeric	51 unique values 0 missing
ATSC7m	numeric	57 unique values 0 missing
ATSC7p	numeric	57 unique values 0 missing
ATSC7s	numeric	57 unique values 0 missing
ATSC7v	numeric	56 unique values 0 missing
ATSC8i	numeric	57 unique values 0 missing
ATSC8m	numeric	57 unique values 0 missing
ATSC8p	numeric	56 unique values 0 missing
ATSC8s	numeric	57 unique values 0 missing
ATSC8v	numeric	57 unique values 0 missing
BAC	numeric	18 unique values 0 missing
BIC0	numeric	23 unique values 0 missing
BIC1	numeric	40 unique values 0 missing
BIC2	numeric	42 unique values 0 missing
BIC3	numeric	32 unique values 0 missing
BIC4	numeric	31 unique values 0 missing
BIC5	numeric	31 unique values 0 missing
BLI	numeric	39 unique values 0 missing
BLTA96	numeric	45 unique values 0 missing
BLTD48	numeric	45 unique values 0 missing
BLTF96	numeric	44 unique values 0 missing
C.001	numeric	4 unique values 0 missing
C.002	numeric	5 unique values 0 missing
C.003	numeric	2 unique values 0 missing
C.005	numeric	4 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.

Quartile1MutualInformation

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

PercentageOfBinaryFeatures

Percentage of binary attributes.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

PercentageOfMissingValues

Percentage of missing values.

PercentageOfNumericFeatures

99.8

Percentage of numeric attributes.

PercentageOfSymbolicFeatures

0.2

Percentage of nominal attributes.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile1KurtosisOfNumericAtts

9.64

First quartile of kurtosis among attributes of the numeric type.

Quartile1MeansOfNumericAtts

2.88

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

Standard deviation of the number of distinct values among attributes of the nominal type.

Quartile1SkewnessOfNumericAtts

-5.31

First quartile of skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.65

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Quartile2KurtosisOfNumericAtts

12.16

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

Quartile2MeansOfNumericAtts

5.38

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

Quartile2MutualInformation

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

Quartile2SkewnessOfNumericAtts

-3.57

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

Quartile2StdDevOfNumericAtts

1.01

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

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

Quartile3KurtosisOfNumericAtts

32.56

Third quartile of kurtosis among attributes of the numeric type.

Quartile3MeansOfNumericAtts

16.83

Third quartile of means among attributes of the numeric type.

Quartile3MutualInformation

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

Quartile3SkewnessOfNumericAtts

-3.1

Third quartile of skewness among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

3.58

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

AutoCorrelation

0.35

Average class difference between consecutive instances.

MeanMeansOfNumericAtts

465.22

Mean of means among attributes of the numeric type.

ClassEntropy

Entropy of the target attribute values.

Dimensionality

Number of attributes divided by the number of instances.

EquivalentNumberOfAtts

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MajorityClassSize

Number of instances belonging to the most frequent class.

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

59.79

Maximum kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

96143.15

Maximum of means among attributes of the numeric type.

MaxMutualInformation

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

MaxNominalAttDistinctValues

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

MaxSkewnessOfNumericAtts

7.24

Maximum skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

38266.04

Maximum standard deviation of attributes of the numeric type.

MeanAttributeEntropy

Average entropy of the attributes.

MeanKurtosisOfNumericAtts

20.66

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

MeanMutualInformation

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

MeanNoiseToSignalRatio

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

MeanNominalAttDistinctValues

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

MeanSkewnessOfNumericAtts

-3.82

Mean skewness among attributes of the numeric type.

MeanStdDevOfNumericAtts

158.3

Mean standard deviation of attributes of the numeric type.

MinAttributeEntropy

Minimal entropy among attributes.

MinKurtosisOfNumericAtts

-1.63