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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4595

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: CHEMBL4595 (TID: 100435), and it has 22 rows and 450 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.

452 features

pXC50 (target)	numeric	22 unique values 0 missing
molecule_id (row identifier)	nominal	22 unique values 0 missing
ATS2i	numeric	15 unique values 0 missing
ATS6e	numeric	16 unique values 0 missing
ATS3e	numeric	17 unique values 0 missing
ATS7e	numeric	17 unique values 0 missing
ATS3i	numeric	16 unique values 0 missing
ATS7i	numeric	17 unique values 0 missing
ATS4i	numeric	17 unique values 0 missing
ATS8e	numeric	17 unique values 0 missing
ATS5i	numeric	16 unique values 0 missing
ATS8i	numeric	17 unique values 0 missing
ATSC1m	numeric	15 unique values 0 missing
ATSC7v	numeric	17 unique values 0 missing
ATSC1p	numeric	15 unique values 0 missing
ATSC8m	numeric	17 unique values 0 missing
ATSC3v	numeric	17 unique values 0 missing
ATSC8v	numeric	17 unique values 0 missing
BIC4	numeric	12 unique values 0 missing
CATS2D_06_LL	numeric	9 unique values 0 missing
CIC4	numeric	13 unique values 0 missing
CATS2D_07_LL	numeric	7 unique values 0 missing
CIC5	numeric	13 unique values 0 missing
Eta_betaS_A	numeric	10 unique values 0 missing
GATS1v	numeric	14 unique values 0 missing
MATS4i	numeric	15 unique values 0 missing
GATS3e	numeric	17 unique values 0 missing
SpMin5_Bh.m.	numeric	14 unique values 0 missing
GATS3s	numeric	17 unique values 0 missing
SpMin5_Bh.s.	numeric	14 unique values 0 missing
GATS4e	numeric	17 unique values 0 missing
ZM2MulPer	numeric	16 unique values 0 missing
GATS5e	numeric	17 unique values 0 missing
AAC	numeric	15 unique values 0 missing
H.	numeric	13 unique values 0 missing
ATS6i	numeric	17 unique values 0 missing
H.046	numeric	8 unique values 0 missing
ATSC5e	numeric	17 unique values 0 missing
MATS1v	numeric	14 unique values 0 missing
ATSC5s	numeric	17 unique values 0 missing
MATS4m	numeric	17 unique values 0 missing
ATSC5v	numeric	17 unique values 0 missing
MATS4v	numeric	15 unique values 0 missing
ATSC6m	numeric	17 unique values 0 missing
MATS5v	numeric	14 unique values 0 missing
ATSC6v	numeric	17 unique values 0 missing
MATS6e	numeric	15 unique values 0 missing
ATSC7e	numeric	16 unique values 0 missing
Mp	numeric	13 unique values 0 missing
ATSC8e	numeric	17 unique values 0 missing
Mv	numeric	15 unique values 0 missing
BIC0	numeric	15 unique values 0 missing
nH	numeric	9 unique values 0 missing
BIC1	numeric	14 unique values 0 missing
ON1V	numeric	14 unique values 0 missing
BIC2	numeric	14 unique values 0 missing
PDI	numeric	13 unique values 0 missing
BIC3	numeric	13 unique values 0 missing
P_VSA_e_1	numeric	10 unique values 0 missing
BLTA96	numeric	14 unique values 0 missing
P_VSA_i_3	numeric	12 unique values 0 missing
BLTD48	numeric	14 unique values 0 missing
P_VSA_m_1	numeric	9 unique values 0 missing
BLTF96	numeric	14 unique values 0 missing
P_VSA_p_1	numeric	9 unique values 0 missing
CATS2D_05_LL	numeric	10 unique values 0 missing
P_VSA_s_2	numeric	9 unique values 0 missing
CIC0	numeric	15 unique values 0 missing
P_VSA_v_1	numeric	9 unique values 0 missing
CIC1	numeric	14 unique values 0 missing
SIC4	numeric	12 unique values 0 missing
CIC2	numeric	14 unique values 0 missing
SIC5	numeric	12 unique values 0 missing
CIC3	numeric	14 unique values 0 missing
SpMAD_EA.dm.	numeric	14 unique values 0 missing
Eig01_AEA.ri.	numeric	8 unique values 0 missing
SpMaxA_EA.dm.	numeric	11 unique values 0 missing
Eig01_EA.ri.	numeric	9 unique values 0 missing
SpMin6_Bh.m.	numeric	15 unique values 0 missing
Eta_epsi_A	numeric	15 unique values 0 missing
SpMin7_Bh.s.	numeric	11 unique values 0 missing
GATS5i	numeric	15 unique values 0 missing
SpMin8_Bh.s.	numeric	8 unique values 0 missing
GATS8e	numeric	17 unique values 0 missing
Vindex	numeric	9 unique values 0 missing
IC0	numeric	15 unique values 0 missing
Xindex	numeric	10 unique values 0 missing
IC1	numeric	13 unique values 0 missing
Yindex	numeric	10 unique values 0 missing
IC2	numeric	14 unique values 0 missing
GNar	numeric	8 unique values 0 missing
MATS4e	numeric	17 unique values 0 missing
SM13_EA.ri.	numeric	13 unique values 0 missing
MATS4p	numeric	17 unique values 0 missing
SM14_EA.ri.	numeric	14 unique values 0 missing
MATS5i	numeric	17 unique values 0 missing
Uindex	numeric	11 unique values 0 missing
MATS8e	numeric	15 unique values 0 missing
ATSC8s	numeric	17 unique values 0 missing
Me	numeric	14 unique values 0 missing
ATSC5i	numeric	16 unique values 0 missing
MLOGP	numeric	14 unique values 0 missing
ATSC5p	numeric	17 unique values 0 missing
MLOGP2	numeric	14 unique values 0 missing
ATSC6p	numeric	17 unique values 0 missing
N.	numeric	7 unique values 0 missing
CATS2D_01_LL	numeric	7 unique values 0 missing
P_VSA_MR_1	numeric	8 unique values 0 missing
CATS2D_08_LL	numeric	6 unique values 0 missing
SIC0	numeric	12 unique values 0 missing
Chi1_EA.ed.	numeric	11 unique values 0 missing
SIC1	numeric	14 unique values 0 missing
ICR	numeric	8 unique values 0 missing
SIC2	numeric	14 unique values 0 missing
ON0V	numeric	12 unique values 0 missing
SIC3	numeric	12 unique values 0 missing
RDCHI	numeric	11 unique values 0 missing
SpDiam_EA.ri.	numeric	11 unique values 0 missing
SpMax7_Bh.i.	numeric	15 unique values 0 missing
SpMax4_Bh.s.	numeric	10 unique values 0 missing
SpMin3_Bh.m.	numeric	15 unique values 0 missing
SpMax_AEA.ri.	numeric	8 unique values 0 missing
SpMin5_Bh.v.	numeric	16 unique values 0 missing
SpMax_EA.ri.	numeric	9 unique values 0 missing
Sv	numeric	15 unique values 0 missing
SpMin4_Bh.e.	numeric	15 unique values 0 missing
TIC4	numeric	13 unique values 0 missing
SpMin4_Bh.i.	numeric	13 unique values 0 missing
TIC5	numeric	13 unique values 0 missing
SpMin4_Bh.p.	numeric	12 unique values 0 missing
VAR	numeric	9 unique values 0 missing
SpMin4_Bh.v.	numeric	15 unique values 0 missing
VvdwZAZ	numeric	15 unique values 0 missing
SsCH3	numeric	14 unique values 0 missing
X1Kup	numeric	16 unique values 0 missing
ATS5p	numeric	16 unique values 0 missing
X1MulPer	numeric	15 unique values 0 missing
ATS6p	numeric	16 unique values 0 missing
X1Per	numeric	16 unique values 0 missing
ATS7p	numeric	17 unique values 0 missing
Eig04_AEA.dm.	numeric	11 unique values 0 missing
ATS8p	numeric	16 unique values 0 missing
Eig05_AEA.dm.	numeric	12 unique values 0 missing
ATSC6i	numeric	17 unique values 0 missing
IC3	numeric	14 unique values 0 missing
ATSC7i	numeric	17 unique values 0 missing
SpMax5_Bh.i.	numeric	12 unique values 0 missing
ATSC7p	numeric	17 unique values 0 missing
SpMin1_Bh.m.	numeric	12 unique values 0 missing
ATSC8i	numeric	17 unique values 0 missing
SpMin4_Bh.m.	numeric	12 unique values 0 missing
ATSC8p	numeric	17 unique values 0 missing
TPSA.Tot.	numeric	8 unique values 0 missing
SAtot	numeric	15 unique values 0 missing
Psi_e_A	numeric	15 unique values 0 missing
Sp	numeric	15 unique values 0 missing
Psi_i_A	numeric	15 unique values 0 missing
SpMax7_Bh.e.	numeric	16 unique values 0 missing
SssO	numeric	15 unique values 0 missing
SpMax7_Bh.v.	numeric	17 unique values 0 missing
ATSC4e	numeric	17 unique values 0 missing
VvdwMG	numeric	15 unique values 0 missing
C.033	numeric	2 unique values 0 missing
Vx	numeric	15 unique values 0 missing
Eig01_EA	numeric	8 unique values 0 missing
ATS1i	numeric	15 unique values 0 missing
GATS4s	numeric	16 unique values 0 missing
ATSC7m	numeric	17 unique values 0 missing
Hy	numeric	12 unique values 0 missing
CATS2D_04_LL	numeric	9 unique values 0 missing
nBT	numeric	9 unique values 0 missing
ISIZ	numeric	9 unique values 0 missing
O.	numeric	14 unique values 0 missing
nAT	numeric	9 unique values 0 missing
SM09_AEA.bo.	numeric	8 unique values 0 missing
P_VSA_LogP_7	numeric	11 unique values 0 missing
SM15_EA.ri.	numeric	13 unique values 0 missing
Se	numeric	14 unique values 0 missing
SpDiam_AEA.ed.	numeric	9 unique values 0 missing
Si	numeric	15 unique values 0 missing
SpMax_EA	numeric	8 unique values 0 missing
SpMax7_Bh.p.	numeric	16 unique values 0 missing
TIC3	numeric	14 unique values 0 missing
SpMin7_Bh.e.	numeric	15 unique values 0 missing
SpMax8_Bh.s.	numeric	11 unique values 0 missing
SpMin7_Bh.i.	numeric	15 unique values 0 missing
ATS1p	numeric	15 unique values 0 missing
SpMin7_Bh.v.	numeric	16 unique values 0 missing
GATS4m	numeric	17 unique values 0 missing
X.	numeric	4 unique values 0 missing
GATS4p	numeric	17 unique values 0 missing
MATS2e	numeric	16 unique values 0 missing
ARR	numeric	8 unique values 0 missing
MATS7e	numeric	17 unique values 0 missing
ATS2m	numeric	16 unique values 0 missing
SsOH	numeric	17 unique values 0 missing
ATS3m	numeric	17 unique values 0 missing
ATS1s	numeric	16 unique values 0 missing
ATS4m	numeric	17 unique values 0 missing
ATS5s	numeric	17 unique values 0 missing
ATS4s	numeric	17 unique values 0 missing
ATS6s	numeric	17 unique values 0 missing
ATS6m	numeric	16 unique values 0 missing
ATS8s	numeric	17 unique values 0 missing
ATS7m	numeric	17 unique values 0 missing
ATSC1e	numeric	13 unique values 0 missing
ATS8m	numeric	16 unique values 0 missing
ATSC4v	numeric	17 unique values 0 missing
ATSC2m	numeric	16 unique values 0 missing
BLI	numeric	15 unique values 0 missing
ATSC3m	numeric	17 unique values 0 missing
Dz	numeric	12 unique values 0 missing
ATSC7s	numeric	17 unique values 0 missing
Eta_F	numeric	17 unique values 0 missing
BBI	numeric	9 unique values 0 missing
Eta_F_A	numeric	17 unique values 0 missing
C.	numeric	12 unique values 0 missing
Eta_FL	numeric	14 unique values 0 missing
C.002	numeric	10 unique values 0 missing
Eta_FL_A	numeric	14 unique values 0 missing
C.009	numeric	2 unique values 0 missing
Eta_L_A	numeric	14 unique values 0 missing
C.026	numeric	4 unique values 0 missing
GATS1e	numeric	14 unique values 0 missing
C.041	numeric	2 unique values 0 missing
GATS3i	numeric	17 unique values 0 missing
CATS2D_02_AL	numeric	4 unique values 0 missing
GATS3m	numeric	16 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
GATS3p	numeric	16 unique values 0 missing
CATS2D_03_AA	numeric	2 unique values 0 missing
GATS5m	numeric	16 unique values 0 missing
CATS2D_03_DL	numeric	5 unique values 0 missing
MATS1m	numeric	14 unique values 0 missing
CATS2D_04_AA	numeric	2 unique values 0 missing
MATS3s	numeric	17 unique values 0 missing
CATS2D_04_AL	numeric	6 unique values 0 missing
MATS5m	numeric	15 unique values 0 missing
CATS2D_04_DL	numeric	5 unique values 0 missing
MAXDP	numeric	16 unique values 0 missing
CATS2D_05_AL	numeric	6 unique values 0 missing
Psi_e_0	numeric	17 unique values 0 missing
CATS2D_05_DL	numeric	3 unique values 0 missing
Psi_e_1	numeric	17 unique values 0 missing
CATS2D_06_AL	numeric	5 unique values 0 missing
Psi_i_s	numeric	15 unique values 0 missing
CATS2D_06_DA	numeric	3 unique values 0 missing
SdO	numeric	17 unique values 0 missing
CATS2D_06_DL	numeric	3 unique values 0 missing
SpMax7_Bh.s.	numeric	12 unique values 0 missing
CATS2D_06_NL	numeric	3 unique values 0 missing
X0Av	numeric	15 unique values 0 missing
CATS2D_07_NL	numeric	3 unique values 0 missing
X1Av	numeric	15 unique values 0 missing
Chi0_EA.dm.	numeric	12 unique values 0 missing
X1Mad	numeric	15 unique values 0 missing
Chi1_EA.dm.	numeric	12 unique values 0 missing
ATSC3s	numeric	17 unique values 0 missing
Chi1_EA.ri.	numeric	14 unique values 0 missing
CATS2D_01_AA	numeric	2 unique values 0 missing
Cl.089	numeric	2 unique values 0 missing
CATS2D_03_AL	numeric	6 unique values 0 missing
DLS_07	numeric	2 unique values 0 missing
CATS2D_03_DA	numeric	2 unique values 0 missing
Eig01_AEA.dm.	numeric	6 unique values 0 missing
CATS2D_05_AA	numeric	5 unique values 0 missing
Eig01_EA.dm.	numeric	4 unique values 0 missing
CATS2D_07_AL	numeric	7 unique values 0 missing
Eig02_AEA.bo.	numeric	7 unique values 0 missing
CATS2D_08_AL	numeric	7 unique values 0 missing
Eig02_AEA.dm.	numeric	9 unique values 0 missing
CATS2D_09_AL	numeric	9 unique values 0 missing
Eig02_AEA.ed.	numeric	5 unique values 0 missing
Eig01_AEA.bo.	numeric	6 unique values 0 missing
Eig02_AEA.ri.	numeric	7 unique values 0 missing
Eig01_AEA.ed.	numeric	6 unique values 0 missing
Eig02_EA.dm.	numeric	5 unique values 0 missing
Eig01_EA.bo.	numeric	7 unique values 0 missing
Eig02_EA.ed.	numeric	7 unique values 0 missing
Eig01_EA.ed.	numeric	6 unique values 0 missing
Eig02_EA.ri.	numeric	7 unique values 0 missing
Eig02_EA	numeric	7 unique values 0 missing
Eig03_AEA.dm.	numeric	9 unique values 0 missing
Eig03_AEA.bo.	numeric	10 unique values 0 missing
Eig03_AEA.ri.	numeric	12 unique values 0 missing
Eig03_EA.bo.	numeric	11 unique values 0 missing
Eig03_EA	numeric	10 unique values 0 missing
Eig05_EA.ed.	numeric	11 unique values 0 missing
Eig03_EA.dm.	numeric	7 unique values 0 missing
Eta_B_A	numeric	9 unique values 0 missing
Eig03_EA.ed.	numeric	8 unique values 0 missing
Eta_sh_p	numeric	13 unique values 0 missing
Eig04_AEA.bo.	numeric	12 unique values 0 missing
GATS6i	numeric	17 unique values 0 missing
Eig04_AEA.ed.	numeric	10 unique values 0 missing
GATS8p	numeric	17 unique values 0 missing
Eig04_AEA.ri.	numeric	12 unique values 0 missing
GATS8v	numeric	17 unique values 0 missing
Eig04_EA	numeric	10 unique values 0 missing
IDDE	numeric	10 unique values 0 missing
Eig04_EA.bo.	numeric	13 unique values 0 missing
IVDE	numeric	9 unique values 0 missing
Eig04_EA.ed.	numeric	11 unique values 0 missing
JGI2	numeric	8 unique values 0 missing
Eig05_AEA.bo.	numeric	10 unique values 0 missing
JGI3	numeric	8 unique values 0 missing
Eig05_AEA.ed.	numeric	10 unique values 0 missing
JGT	numeric	11 unique values 0 missing
Eig05_AEA.ri.	numeric	11 unique values 0 missing
MATS1e	numeric	15 unique values 0 missing
Eig05_EA	numeric	9 unique values 0 missing
MATS6i	numeric	15 unique values 0 missing
Eig05_EA.bo.	numeric	11 unique values 0 missing
MATS8p	numeric	14 unique values 0 missing
Eig06_AEA.bo.	numeric	12 unique values 0 missing
MATS8s	numeric	17 unique values 0 missing
Eig06_AEA.dm.	numeric	13 unique values 0 missing
N.075	numeric	2 unique values 0 missing
Eig06_AEA.ed.	numeric	8 unique values 0 missing
NaaN	numeric	2 unique values 0 missing
Eig06_AEA.ri.	numeric	13 unique values 0 missing
NaaO	numeric	2 unique values 0 missing
Eig06_EA	numeric	11 unique values 0 missing
nHAcc	numeric	5 unique values 0 missing
Eig06_EA.bo.	numeric	12 unique values 0 missing
nHet	numeric	5 unique values 0 missing
Eig06_EA.ed.	numeric	9 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
Eig06_EA.ri.	numeric	13 unique values 0 missing
nN	numeric	4 unique values 0 missing
Eig07_AEA.bo.	numeric	12 unique values 0 missing
O.060	numeric	3 unique values 0 missing
Eig07_AEA.dm.	numeric	11 unique values 0 missing
PHI	numeric	15 unique values 0 missing
Eig07_AEA.ed.	numeric	9 unique values 0 missing
P_VSA_e_3	numeric	4 unique values 0 missing
Eig07_AEA.ri.	numeric	14 unique values 0 missing
P_VSA_i_4	numeric	4 unique values 0 missing
Eig07_EA	numeric	11 unique values 0 missing
P_VSA_LogP_5	numeric	7 unique values 0 missing
Eig07_EA.bo.	numeric	12 unique values 0 missing
P_VSA_LogP_6	numeric	4 unique values 0 missing
Eig07_EA.ed.	numeric	11 unique values 0 missing
P_VSA_p_2	numeric	7 unique values 0 missing
Eig08_AEA.bo.	numeric	10 unique values 0 missing
P_VSA_s_6	numeric	7 unique values 0 missing
Eig08_AEA.dm.	numeric	14 unique values 0 missing
P_VSA_v_2	numeric	7 unique values 0 missing
Eig08_AEA.ed.	numeric	11 unique values 0 missing
PW2	numeric	9 unique values 0 missing
Eig08_EA.bo.	numeric	10 unique values 0 missing
S2K	numeric	15 unique values 0 missing
Eig08_EA.ed.	numeric	11 unique values 0 missing
SAacc	numeric	7 unique values 0 missing
Eig09_AEA.bo.	numeric	10 unique values 0 missing
SaaN	numeric	12 unique values 0 missing
Eig09_AEA.dm.	numeric	13 unique values 0 missing
SaaO	numeric	11 unique values 0 missing
Eig09_AEA.ed.	numeric	10 unique values 0 missing
SM05_EA	numeric	9 unique values 0 missing
Eig09_AEA.ri.	numeric	11 unique values 0 missing
SM05_EA.ed.	numeric	10 unique values 0 missing
Eig09_EA	numeric	7 unique values 0 missing
SM06_EA.ed.	numeric	11 unique values 0 missing
Eig09_EA.bo.	numeric	10 unique values 0 missing
SM07_EA	numeric	9 unique values 0 missing
Eig09_EA.ri.	numeric	10 unique values 0 missing
SM07_EA.ed.	numeric	10 unique values 0 missing
Eig10_AEA.bo.	numeric	10 unique values 0 missing
SM08_AEA.ed.	numeric	10 unique values 0 missing
Eig10_AEA.dm.	numeric	11 unique values 0 missing
SM08_EA	numeric	11 unique values 0 missing
Eig10_AEA.ed.	numeric	10 unique values 0 missing
SM08_EA.ed.	numeric	11 unique values 0 missing
Eig10_EA.bo.	numeric	10 unique values 0 missing
SM09_AEA.ed.	numeric	11 unique values 0 missing
Eig11_AEA.bo.	numeric	7 unique values 0 missing
SM09_EA	numeric	10 unique values 0 missing
Eig11_AEA.dm.	numeric	15 unique values 0 missing
SM09_EA.ed.	numeric	10 unique values 0 missing
Eig11_AEA.ed.	numeric	10 unique values 0 missing
SM10_AEA.bo.	numeric	7 unique values 0 missing
Eig11_AEA.ri.	numeric	6 unique values 0 missing
SM10_AEA.dm.	numeric	6 unique values 0 missing
Eig11_EA	numeric	6 unique values 0 missing
SM10_AEA.ed.	numeric	11 unique values 0 missing
Eig11_EA.bo.	numeric	7 unique values 0 missing
SM10_EA	numeric	11 unique values 0 missing
Eig11_EA.ri.	numeric	7 unique values 0 missing
SM10_EA.ed.	numeric	10 unique values 0 missing
Eig12_AEA.ed.	numeric	8 unique values 0 missing
SM11_AEA.ed.	numeric	11 unique values 0 missing
SM11_AEA.ri.	numeric	7 unique values 0 missing
SM11_EA	numeric	10 unique values 0 missing
SM11_EA.ed.	numeric	9 unique values 0 missing
SM12_AEA.ed.	numeric	11 unique values 0 missing
SM12_EA	numeric	11 unique values 0 missing
SM12_EA.ed.	numeric	10 unique values 0 missing
SM13_AEA.ed.	numeric	11 unique values 0 missing
SM13_AEA.ri.	numeric	11 unique values 0 missing
SM13_EA	numeric	10 unique values 0 missing
SM13_EA.ed.	numeric	10 unique values 0 missing
SM14_AEA.dm.	numeric	11 unique values 0 missing
SM14_AEA.ed.	numeric	11 unique values 0 missing
SM14_EA	numeric	11 unique values 0 missing
SM14_EA.ed.	numeric	10 unique values 0 missing
SM15_AEA.ed.	numeric	10 unique values 0 missing
SM15_EA	numeric	9 unique values 0 missing
SM15_EA.ed.	numeric	10 unique values 0 missing
SpDiam_EA.bo.	numeric	10 unique values 0 missing
SpDiam_EA.ed.	numeric	7 unique values 0 missing
SpMAD_AEA.bo.	numeric	12 unique values 0 missing
SpMAD_AEA.ed.	numeric	11 unique values 0 missing
SpMAD_AEA.ri.	numeric	11 unique values 0 missing
SpMAD_EA	numeric	10 unique values 0 missing
SpMAD_EA.ed.	numeric	11 unique values 0 missing
SpMAD_EA.ri.	numeric	13 unique values 0 missing
SpMax5_Bh.v.	numeric	14 unique values 0 missing
SpMax_AEA.bo.	numeric	6 unique values 0 missing
SpMax_AEA.ed.	numeric	6 unique values 0 missing
SpMax_EA.bo.	numeric	7 unique values 0 missing
SpMax_EA.ed.	numeric	6 unique values 0 missing
SRW09	numeric	5 unique values 0 missing
TIC1	numeric	14 unique values 0 missing
TPSA.NO.	numeric	7 unique values 0 missing
X1A	numeric	8 unique values 0 missing
X3A	numeric	9 unique values 0 missing
ZM1MulPer	numeric	15 unique values 0 missing
ZM1Per	numeric	15 unique values 0 missing
ZM1V	numeric	14 unique values 0 missing
ZM2V	numeric	14 unique values 0 missing
DELS	numeric	17 unique values 0 missing
ZM1Kup	numeric	15 unique values 0 missing
ZM2Per	numeric	16 unique values 0 missing
SpMax6_Bh.s.	numeric	13 unique values 0 missing
SM12_EA.ri.	numeric	14 unique values 0 missing
ATSC1v	numeric	15 unique values 0 missing
ATSC2v	numeric	16 unique values 0 missing
Eta_C_A	numeric	17 unique values 0 missing
Eta_L	numeric	16 unique values 0 missing
GATS4v	numeric	17 unique values 0 missing
SpMin4_Bh.s.	numeric	12 unique values 0 missing
SpMin7_Bh.m.	numeric	9 unique values 0 missing
SpMin8_Bh.m.	numeric	11 unique values 0 missing
GATS4i	numeric	16 unique values 0 missing
ZM2Kup	numeric	16 unique values 0 missing
GATS1s	numeric	16 unique values 0 missing
MATS6m	numeric	13 unique values 0 missing
MATS7s	numeric	15 unique values 0 missing
GATS7v	numeric	17 unique values 0 missing
AMW	numeric	15 unique values 0 missing
ATS2e	numeric	14 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

452

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

451

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

1.05

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

-0.64

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

30.8

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.2

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.12

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

AutoCorrelation

0.31

Average class difference between consecutive instances.

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.

ClassEntropy

Entropy of the target attribute values.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

-1.58

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

Dimensionality

20.55

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

0.13

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

3.42

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.

MeanStdDevOfNumericAtts

6.37

Mean standard deviation of 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.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.09

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-2.21

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.34

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

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

21.41

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.92

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

617.65

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

-0.49

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

99.78

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

10.7

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-4.59

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.22

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

4.2

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

0.3

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

159.58

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-1.87

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.27

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

Show all 62 properties