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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3504

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: CHEMBL3504 (TID: 12012), and it has 41 rows and 439 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.

441 features

pXC50 (target)	numeric	31 unique values 0 missing
molecule_id (row identifier)	nominal	41 unique values 0 missing
ATS7v	numeric	39 unique values 0 missing
nCsp3	numeric	10 unique values 0 missing
ATS8e	numeric	33 unique values 0 missing
P_VSA_MR_2	numeric	19 unique values 0 missing
ATS8i	numeric	35 unique values 0 missing
ATSC4s	numeric	39 unique values 0 missing
ATS8m	numeric	35 unique values 0 missing
P_VSA_e_5	numeric	13 unique values 0 missing
ATS8p	numeric	35 unique values 0 missing
P_VSA_LogP_4	numeric	18 unique values 0 missing
ATS8s	numeric	34 unique values 0 missing
P_VSA_m_3	numeric	14 unique values 0 missing
ATS8v	numeric	35 unique values 0 missing
ALOGP2	numeric	38 unique values 0 missing
ATSC1e	numeric	36 unique values 0 missing
BIC5	numeric	29 unique values 0 missing
ATSC1i	numeric	35 unique values 0 missing
ALOGP	numeric	38 unique values 0 missing
ATSC1m	numeric	37 unique values 0 missing
BLTA96	numeric	35 unique values 0 missing
ATSC1p	numeric	36 unique values 0 missing
BLTD48	numeric	36 unique values 0 missing
ATSC1s	numeric	39 unique values 0 missing
BLTF96	numeric	36 unique values 0 missing
ATSC1v	numeric	36 unique values 0 missing
C.	numeric	22 unique values 0 missing
ATSC2e	numeric	36 unique values 0 missing
C.024	numeric	7 unique values 0 missing
ATSC2i	numeric	38 unique values 0 missing
C.026	numeric	6 unique values 0 missing
ATSC2p	numeric	38 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
ATSC2s	numeric	39 unique values 0 missing
CATS2D_04_DL	numeric	9 unique values 0 missing
ATSC2v	numeric	38 unique values 0 missing
CATS2D_08_LL	numeric	7 unique values 0 missing
ATSC3e	numeric	37 unique values 0 missing
CIC3	numeric	31 unique values 0 missing
ATSC3i	numeric	39 unique values 0 missing
D.Dtr06	numeric	19 unique values 0 missing
ATSC3m	numeric	39 unique values 0 missing
Eig06_AEA.bo.	numeric	34 unique values 0 missing
ATSC3p	numeric	39 unique values 0 missing
Eig06_AEA.ed.	numeric	31 unique values 0 missing
ATSC3s	numeric	39 unique values 0 missing
Eig06_AEA.ri.	numeric	37 unique values 0 missing
ATSC3v	numeric	39 unique values 0 missing
Eig06_EA	numeric	32 unique values 0 missing
ATSC4i	numeric	39 unique values 0 missing
Eig06_EA.bo.	numeric	34 unique values 0 missing
ATSC4m	numeric	39 unique values 0 missing
Eig06_EA.ed.	numeric	32 unique values 0 missing
ATSC4p	numeric	39 unique values 0 missing
Eig08_AEA.bo.	numeric	32 unique values 0 missing
ATSC4v	numeric	39 unique values 0 missing
Eig08_EA.bo.	numeric	34 unique values 0 missing
ATSC5e	numeric	37 unique values 0 missing
Eta_beta_A	numeric	33 unique values 0 missing
ATSC5i	numeric	38 unique values 0 missing
Eta_betaP_A	numeric	29 unique values 0 missing
ATSC5m	numeric	39 unique values 0 missing
Eta_L_A	numeric	35 unique values 0 missing
ATSC5p	numeric	38 unique values 0 missing
GATS4i	numeric	38 unique values 0 missing
ATSC5s	numeric	39 unique values 0 missing
GGI9	numeric	13 unique values 0 missing
ATSC5v	numeric	39 unique values 0 missing
Hy	numeric	30 unique values 0 missing
ATSC6e	numeric	39 unique values 0 missing
IC3	numeric	32 unique values 0 missing
ATSC6i	numeric	38 unique values 0 missing
IC4	numeric	32 unique values 0 missing
ATSC6m	numeric	39 unique values 0 missing
Mi	numeric	28 unique values 0 missing
ATSC6p	numeric	39 unique values 0 missing
MLOGP	numeric	36 unique values 0 missing
ATSC6s	numeric	39 unique values 0 missing
Mv	numeric	34 unique values 0 missing
ATSC6v	numeric	39 unique values 0 missing
NaaCH	numeric	7 unique values 0 missing
ATSC7e	numeric	39 unique values 0 missing
nBnz	numeric	4 unique values 0 missing
ATSC7i	numeric	39 unique values 0 missing
nCar	numeric	9 unique values 0 missing
ATSC7m	numeric	39 unique values 0 missing
nCb.	numeric	6 unique values 0 missing
ATSC7p	numeric	38 unique values 0 missing
nCbH	numeric	6 unique values 0 missing
ATSC7s	numeric	39 unique values 0 missing
nCsp2	numeric	13 unique values 0 missing
ATSC7v	numeric	39 unique values 0 missing
NssCH2	numeric	8 unique values 0 missing
ATSC8e	numeric	38 unique values 0 missing
PDI	numeric	35 unique values 0 missing
ATSC8i	numeric	37 unique values 0 missing
P_VSA_e_2	numeric	37 unique values 0 missing
ATSC8m	numeric	38 unique values 0 missing
P_VSA_i_2	numeric	37 unique values 0 missing
ATSC8p	numeric	37 unique values 0 missing
P_VSA_MR_6	numeric	22 unique values 0 missing
ATSC8v	numeric	38 unique values 0 missing
P_VSA_p_3	numeric	37 unique values 0 missing
BAC	numeric	24 unique values 0 missing
P_VSA_v_3	numeric	37 unique values 0 missing
BBI	numeric	19 unique values 0 missing
SaaCH	numeric	14 unique values 0 missing
BIC0	numeric	33 unique values 0 missing
SAdon	numeric	10 unique values 0 missing
BIC1	numeric	33 unique values 0 missing
SIC3	numeric	29 unique values 0 missing
BIC2	numeric	30 unique values 0 missing
SM14_AEA.bo.	numeric	32 unique values 0 missing
BIC3	numeric	26 unique values 0 missing
SM15_AEA.dm.	numeric	32 unique values 0 missing
BID	numeric	25 unique values 0 missing
SpMax2_Bh.p.	numeric	36 unique values 0 missing
BLI	numeric	34 unique values 0 missing
SpMax2_Bh.v.	numeric	38 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
SpMin2_Bh.e.	numeric	38 unique values 0 missing
C.001	numeric	4 unique values 0 missing
SpMin2_Bh.i.	numeric	35 unique values 0 missing
C.002	numeric	7 unique values 0 missing
SsCl	numeric	10 unique values 0 missing
C.003	numeric	3 unique values 0 missing
MATS3m	numeric	36 unique values 0 missing
C.004	numeric	2 unique values 0 missing
CIC5	numeric	30 unique values 0 missing
C.005	numeric	2 unique values 0 missing
P_VSA_s_5	numeric	8 unique values 0 missing
C.006	numeric	5 unique values 0 missing
SpMAD_EA.bo.	numeric	31 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig12_EA.ed.	numeric	28 unique values 0 missing
C.016	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	28 unique values 0 missing
C.017	numeric	2 unique values 0 missing
ARR	numeric	18 unique values 0 missing
C.018	numeric	2 unique values 0 missing
SpMax2_Bh.m.	numeric	39 unique values 0 missing
C.019	numeric	2 unique values 0 missing
SIC4	numeric	26 unique values 0 missing
C.025	numeric	4 unique values 0 missing
SIC5	numeric	27 unique values 0 missing
C.028	numeric	2 unique values 0 missing
P_VSA_p_2	numeric	17 unique values 0 missing
C.029	numeric	2 unique values 0 missing
P_VSA_v_2	numeric	18 unique values 0 missing
C.031	numeric	2 unique values 0 missing
SAacc	numeric	18 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eta_FL_A	numeric	33 unique values 0 missing
C.034	numeric	2 unique values 0 missing
GATS3e	numeric	38 unique values 0 missing
C.040	numeric	4 unique values 0 missing
Eig12_EA	numeric	24 unique values 0 missing
C.041	numeric	2 unique values 0 missing
Eig12_EA.bo.	numeric	29 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig12_EA.ri.	numeric	29 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
SM06_AEA.dm.	numeric	24 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
GATS5s	numeric	38 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
ATS6m	numeric	39 unique values 0 missing
CATS2D_01_AA	numeric	4 unique values 0 missing
ATSC2m	numeric	38 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
C.008	numeric	3 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
CATS2D_02_DN	numeric	3 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
CATS2D_03_DD	numeric	3 unique values 0 missing
CATS2D_01_LL	numeric	10 unique values 0 missing
Eig07_AEA.bo.	numeric	32 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	33 unique values 0 missing
CATS2D_02_AA	numeric	5 unique values 0 missing
Eig08_AEA.ri.	numeric	35 unique values 0 missing
CATS2D_02_AL	numeric	6 unique values 0 missing
Eig08_EA	numeric	28 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig08_EA.ri.	numeric	36 unique values 0 missing
CATS2D_02_DA	numeric	4 unique values 0 missing
Eta_beta	numeric	31 unique values 0 missing
CATS2D_02_DL	numeric	7 unique values 0 missing
Eta_betaP	numeric	15 unique values 0 missing
CATS2D_02_NL	numeric	4 unique values 0 missing
Eta_FL	numeric	38 unique values 0 missing
CATS2D_02_PL	numeric	3 unique values 0 missing
Eta_sh_y	numeric	30 unique values 0 missing
CATS2D_02_PN	numeric	3 unique values 0 missing
MATS3s	numeric	39 unique values 0 missing
CATS2D_03_AA	numeric	3 unique values 0 missing
MATS4e	numeric	36 unique values 0 missing
CATS2D_03_AL	numeric	10 unique values 0 missing
MATS4i	numeric	38 unique values 0 missing
CATS2D_03_AN	numeric	2 unique values 0 missing
MATS4s	numeric	36 unique values 0 missing
CATS2D_03_AP	numeric	3 unique values 0 missing
MAXDP	numeric	39 unique values 0 missing
CATS2D_03_DA	numeric	4 unique values 0 missing
MW	numeric	37 unique values 0 missing
CATS2D_03_DL	numeric	6 unique values 0 missing
NssNH	numeric	4 unique values 0 missing
CATS2D_03_DN	numeric	2 unique values 0 missing
NsssCH	numeric	4 unique values 0 missing
CATS2D_03_DP	numeric	3 unique values 0 missing
piPC02	numeric	29 unique values 0 missing
CATS2D_03_LL	numeric	9 unique values 0 missing
P_VSA_s_4	numeric	22 unique values 0 missing
CATS2D_03_NL	numeric	4 unique values 0 missing
Rperim	numeric	9 unique values 0 missing
CATS2D_03_PL	numeric	3 unique values 0 missing
SM02_AEA.dm.	numeric	28 unique values 0 missing
CATS2D_04_AA	numeric	5 unique values 0 missing
SM02_EA.bo.	numeric	29 unique values 0 missing
CATS2D_04_AL	numeric	13 unique values 0 missing
SpMax4_Bh.s.	numeric	23 unique values 0 missing
CATS2D_04_AN	numeric	3 unique values 0 missing
SpMax6_Bh.m.	numeric	39 unique values 0 missing
CATS2D_04_AP	numeric	3 unique values 0 missing
SpMin2_Bh.m.	numeric	34 unique values 0 missing
CATS2D_04_DA	numeric	3 unique values 0 missing
SpMin2_Bh.v.	numeric	34 unique values 0 missing
CATS2D_04_DD	numeric	3 unique values 0 missing
SssNH	numeric	23 unique values 0 missing
CATS2D_04_DN	numeric	2 unique values 0 missing
SsssCH	numeric	32 unique values 0 missing
CATS2D_04_DP	numeric	2 unique values 0 missing
Ui	numeric	13 unique values 0 missing
CATS2D_04_LL	numeric	7 unique values 0 missing
X2sol	numeric	36 unique values 0 missing
CATS2D_04_NL	numeric	4 unique values 0 missing
X4sol	numeric	36 unique values 0 missing
CATS2D_04_NN	numeric	2 unique values 0 missing
X5sol	numeric	36 unique values 0 missing
CATS2D_04_PL	numeric	3 unique values 0 missing
Eig06_AEA.dm.	numeric	38 unique values 0 missing
CATS2D_04_PN	numeric	2 unique values 0 missing
nR06	numeric	4 unique values 0 missing
CATS2D_05_AA	numeric	3 unique values 0 missing
CIC4	numeric	30 unique values 0 missing
CATS2D_05_AL	numeric	8 unique values 0 missing
P_VSA_e_3	numeric	15 unique values 0 missing
CATS2D_05_AN	numeric	4 unique values 0 missing
P_VSA_m_2	numeric	37 unique values 0 missing
CATS2D_05_AP	numeric	3 unique values 0 missing
ATS1m	numeric	37 unique values 0 missing
CATS2D_05_DA	numeric	4 unique values 0 missing
ATS2m	numeric	37 unique values 0 missing
CATS2D_05_DD	numeric	2 unique values 0 missing
ATS4m	numeric	39 unique values 0 missing
CATS2D_05_DL	numeric	7 unique values 0 missing
CATS2D_02_LL	numeric	13 unique values 0 missing
CATS2D_05_DN	numeric	3 unique values 0 missing
CATS2D_06_LL	numeric	5 unique values 0 missing
CATS2D_05_DP	numeric	2 unique values 0 missing
Eig07_AEA.ed.	numeric	30 unique values 0 missing
CATS2D_05_LL	numeric	5 unique values 0 missing
Eig07_EA.ed.	numeric	30 unique values 0 missing
CATS2D_05_NL	numeric	4 unique values 0 missing
nCs	numeric	8 unique values 0 missing
CATS2D_05_NN	numeric	2 unique values 0 missing
nHM	numeric	4 unique values 0 missing
CATS2D_05_PL	numeric	3 unique values 0 missing
nX	numeric	3 unique values 0 missing
CATS2D_05_PN	numeric	2 unique values 0 missing
SM02_AEA.ri.	numeric	30 unique values 0 missing
CATS2D_06_AA	numeric	4 unique values 0 missing
SM03_EA.dm.	numeric	11 unique values 0 missing
CATS2D_06_AL	numeric	8 unique values 0 missing
SM05_EA.dm.	numeric	13 unique values 0 missing
CATS2D_06_AN	numeric	4 unique values 0 missing
SM07_EA.dm.	numeric	16 unique values 0 missing
CATS2D_06_AP	numeric	4 unique values 0 missing
SM09_EA.dm.	numeric	16 unique values 0 missing
CATS2D_06_DA	numeric	7 unique values 0 missing
SM11_EA.dm.	numeric	16 unique values 0 missing
CATS2D_06_DD	numeric	2 unique values 0 missing
SM13_EA.dm.	numeric	15 unique values 0 missing
CATS2D_06_DL	numeric	7 unique values 0 missing
SM15_EA.dm.	numeric	15 unique values 0 missing
CATS2D_06_DN	numeric	3 unique values 0 missing
SpMax3_Bh.m.	numeric	35 unique values 0 missing
CATS2D_06_DP	numeric	2 unique values 0 missing
SpMax4_Bh.m.	numeric	39 unique values 0 missing
CATS2D_06_NL	numeric	4 unique values 0 missing
SpMax5_Bh.m.	numeric	38 unique values 0 missing
CATS2D_06_PL	numeric	4 unique values 0 missing
SsBr	numeric	7 unique values 0 missing
CATS2D_07_AA	numeric	4 unique values 0 missing
X.	numeric	9 unique values 0 missing
CATS2D_07_AL	numeric	5 unique values 0 missing
Eig02_EA.bo.	numeric	32 unique values 0 missing
CATS2D_07_AN	numeric	4 unique values 0 missing
SM12_AEA.ri.	numeric	32 unique values 0 missing
CATS2D_07_AP	numeric	3 unique values 0 missing
GATS1v	numeric	34 unique values 0 missing
CATS2D_07_DA	numeric	6 unique values 0 missing
MLOGP2	numeric	37 unique values 0 missing
CATS2D_07_DD	numeric	2 unique values 0 missing
Eig12_AEA.dm.	numeric	32 unique values 0 missing
CATS2D_07_DL	numeric	6 unique values 0 missing
Eig13_EA.ri.	numeric	31 unique values 0 missing
CATS2D_07_DN	numeric	2 unique values 0 missing
GATS3m	numeric	37 unique values 0 missing
CATS2D_07_NL	numeric	4 unique values 0 missing
SsNH2	numeric	29 unique values 0 missing
CATS2D_07_NN	numeric	2 unique values 0 missing
NRS	numeric	4 unique values 0 missing
CATS2D_07_PL	numeric	4 unique values 0 missing
piPC03	numeric	31 unique values 0 missing
CATS2D_07_PN	numeric	2 unique values 0 missing
piPC04	numeric	31 unique values 0 missing
CATS2D_08_AA	numeric	4 unique values 0 missing
piPC10	numeric	25 unique values 0 missing
CATS2D_08_AL	numeric	5 unique values 0 missing
CATS2D_09_LL	numeric	5 unique values 0 missing
CATS2D_08_AN	numeric	3 unique values 0 missing
Eig02_AEA.bo.	numeric	33 unique values 0 missing
CATS2D_08_AP	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	38 unique values 0 missing
CATS2D_08_DA	numeric	4 unique values 0 missing
Eig14_AEA.bo.	numeric	26 unique values 0 missing
CATS2D_08_DD	numeric	2 unique values 0 missing
IC5	numeric	32 unique values 0 missing
CATS2D_08_DL	numeric	5 unique values 0 missing
JGI2	numeric	23 unique values 0 missing
CATS2D_08_DN	numeric	3 unique values 0 missing
Mp	numeric	35 unique values 0 missing
CATS2D_08_DP	numeric	2 unique values 0 missing
piPC05	numeric	32 unique values 0 missing
CATS2D_08_NL	numeric	4 unique values 0 missing
P_VSA_LogP_3	numeric	13 unique values 0 missing
CATS2D_08_PL	numeric	2 unique values 0 missing
SM04_EA.bo.	numeric	33 unique values 0 missing
CATS2D_09_AA	numeric	3 unique values 0 missing
SpMin2_Bh.p.	numeric	38 unique values 0 missing
CATS2D_09_AL	numeric	5 unique values 0 missing
ATSC8s	numeric	38 unique values 0 missing
CATS2D_09_DA	numeric	3 unique values 0 missing
CATS2D_07_LL	numeric	6 unique values 0 missing
CATS2D_09_DD	numeric	3 unique values 0 missing
nArX	numeric	3 unique values 0 missing
CATS2D_09_DL	numeric	5 unique values 0 missing
SpMax2_Bh.e.	numeric	36 unique values 0 missing
CATS2D_09_DP	numeric	2 unique values 0 missing
SpMax2_Bh.i.	numeric	38 unique values 0 missing
CATS2D_09_NL	numeric	3 unique values 0 missing
GATS5e	numeric	37 unique values 0 missing
CATS2D_09_PL	numeric	3 unique values 0 missing
GATS2i	numeric	37 unique values 0 missing
CENT	numeric	32 unique values 0 missing
SM13_EA.ri.	numeric	38 unique values 0 missing
Chi0_AEA.bo.	numeric	28 unique values 0 missing
MATS2v	numeric	36 unique values 0 missing
Chi0_AEA.dm.	numeric	28 unique values 0 missing
Eig13_AEA.dm.	numeric	30 unique values 0 missing
Chi0_AEA.ed.	numeric	28 unique values 0 missing
MATS3e	numeric	38 unique values 0 missing
Chi0_AEA.ri.	numeric	28 unique values 0 missing
MATS5s	numeric	39 unique values 0 missing
Chi0_EA	numeric	28 unique values 0 missing
AECC	numeric	30 unique values 0 missing
Chi0_EA.bo.	numeric	33 unique values 0 missing
DECC	numeric	30 unique values 0 missing
Eig10_AEA.bo.	numeric	31 unique values 0 missing
HVcpx	numeric	31 unique values 0 missing
ICR	numeric	31 unique values 0 missing
JGI9	numeric	7 unique values 0 missing
SNar	numeric	21 unique values 0 missing
Vindex	numeric	31 unique values 0 missing
Xindex	numeric	31 unique values 0 missing
Xt	numeric	21 unique values 0 missing
Yindex	numeric	32 unique values 0 missing
BIC4	numeric	30 unique values 0 missing
ATSC4e	numeric	39 unique values 0 missing
Eig14_EA.ed.	numeric	24 unique values 0 missing
SM09_AEA.ri.	numeric	24 unique values 0 missing
Eig08_EA.ed.	numeric	24 unique values 0 missing
SM03_AEA.ri.	numeric	24 unique values 0 missing
Eig13_EA.ed.	numeric	28 unique values 0 missing
SM08_AEA.ri.	numeric	28 unique values 0 missing
nAB	numeric	7 unique values 0 missing
nBM	numeric	15 unique values 0 missing
PCD	numeric	31 unique values 0 missing
PCR	numeric	32 unique values 0 missing
piID	numeric	32 unique values 0 missing
Uc	numeric	15 unique values 0 missing
Eig14_EA.bo.	numeric	26 unique values 0 missing
SpMax5_Bh.s.	numeric	22 unique values 0 missing
Eig14_EA	numeric	21 unique values 0 missing
Eig14_EA.ri.	numeric	31 unique values 0 missing
MATS5e	numeric	38 unique values 0 missing
SM08_AEA.dm.	numeric	21 unique values 0 missing
Eig10_AEA.ri.	numeric	36 unique values 0 missing
Eig13_AEA.ri.	numeric	31 unique values 0 missing
AAC	numeric	34 unique values 0 missing
AMR	numeric	38 unique values 0 missing
AMW	numeric	37 unique values 0 missing
ATS1e	numeric	36 unique values 0 missing
ATS1i	numeric	37 unique values 0 missing
ATS1p	numeric	36 unique values 0 missing
ATS1s	numeric	37 unique values 0 missing
ATS1v	numeric	37 unique values 0 missing
ATS2e	numeric	37 unique values 0 missing
ATS2i	numeric	37 unique values 0 missing
ATS2p	numeric	37 unique values 0 missing
ATS2s	numeric	37 unique values 0 missing
ATS2v	numeric	38 unique values 0 missing
ATS3e	numeric	38 unique values 0 missing
ATS3i	numeric	39 unique values 0 missing
ATS3m	numeric	38 unique values 0 missing
ATS3p	numeric	39 unique values 0 missing
ATS3s	numeric	37 unique values 0 missing
ATS3v	numeric	39 unique values 0 missing
ATS4e	numeric	39 unique values 0 missing
ATS4i	numeric	39 unique values 0 missing
ATS4p	numeric	39 unique values 0 missing
ATS4s	numeric	39 unique values 0 missing
ATS4v	numeric	38 unique values 0 missing
ATS5e	numeric	39 unique values 0 missing
ATS5i	numeric	38 unique values 0 missing
ATS5m	numeric	39 unique values 0 missing
ATS5p	numeric	38 unique values 0 missing
ATS5s	numeric	38 unique values 0 missing
ATS5v	numeric	39 unique values 0 missing
ATS6e	numeric	39 unique values 0 missing
ATS6i	numeric	39 unique values 0 missing
ATS6p	numeric	38 unique values 0 missing
ATS6s	numeric	39 unique values 0 missing
ATS6v	numeric	38 unique values 0 missing
ATS7e	numeric	39 unique values 0 missing
ATS7i	numeric	38 unique values 0 missing
ATS7m	numeric	39 unique values 0 missing
ATS7p	numeric	39 unique values 0 missing
ATS7s	numeric	39 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

441

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

440

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.34

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3KurtosisOfNumericAtts

2.19

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

380.76

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.

Quartile3MeansOfNumericAtts

3.83

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.

PercentageOfNumericFeatures

99.77

Percentage of numeric 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

-2.44

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.23

Percentage of nominal attributes.

Quartile3SkewnessOfNumericAtts

1.41

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

6.4

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.

Quartile3StdDevOfNumericAtts

1.82

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

MaxStdDevOfNumericAtts

252.24

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-0.34

First quartile of kurtosis 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.

Quartile1MeansOfNumericAtts

0.37

First quartile of means among attributes of the numeric type.

MeanKurtosisOfNumericAtts

2.85

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

8.92

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.18

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

-0.66

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.3

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

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

10.76

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

0.56

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

0.8

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.24

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

3.93

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation