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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1667678

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: CHEMBL1667678 (TID: 103870), and it has 12 rows and 423 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.

425 features

pXC50 (target)	numeric	12 unique values 0 missing
molecule_id (row identifier)	nominal	12 unique values 0 missing
ATS1e	numeric	12 unique values 0 missing
ATS1i	numeric	12 unique values 0 missing
ATS1s	numeric	12 unique values 0 missing
ATS2e	numeric	12 unique values 0 missing
ATS2i	numeric	12 unique values 0 missing
ATS2m	numeric	12 unique values 0 missing
ATS2p	numeric	12 unique values 0 missing
ATS3p	numeric	12 unique values 0 missing
ATS3v	numeric	11 unique values 0 missing
ATS5i	numeric	12 unique values 0 missing
ATS6e	numeric	12 unique values 0 missing
ATS8m	numeric	12 unique values 0 missing
ATSC1i	numeric	12 unique values 0 missing
ATSC1p	numeric	12 unique values 0 missing
ATSC1v	numeric	12 unique values 0 missing
ATSC2i	numeric	12 unique values 0 missing
ATSC2m	numeric	12 unique values 0 missing
ATSC2p	numeric	12 unique values 0 missing
ATSC2v	numeric	12 unique values 0 missing
ATSC3i	numeric	12 unique values 0 missing
ATSC4i	numeric	12 unique values 0 missing
ATSC4p	numeric	12 unique values 0 missing
ATSC5m	numeric	12 unique values 0 missing
ATSC6v	numeric	12 unique values 0 missing
ATSC7v	numeric	12 unique values 0 missing
ATSC8m	numeric	12 unique values 0 missing
ATSC8p	numeric	12 unique values 0 missing
ATSC8v	numeric	12 unique values 0 missing
BBI	numeric	10 unique values 0 missing
BIC0	numeric	12 unique values 0 missing
BIC2	numeric	12 unique values 0 missing
C.008	numeric	3 unique values 0 missing
C.017	numeric	2 unique values 0 missing
C.040	numeric	4 unique values 0 missing
CATS2D_02_DA	numeric	5 unique values 0 missing
CATS2D_02_DL	numeric	4 unique values 0 missing
CATS2D_02_LL	numeric	8 unique values 0 missing
CATS2D_03_DA	numeric	4 unique values 0 missing
CATS2D_03_DL	numeric	5 unique values 0 missing
CATS2D_03_NL	numeric	4 unique values 0 missing
CATS2D_04_AL	numeric	8 unique values 0 missing
CATS2D_07_AL	numeric	8 unique values 0 missing
CATS2D_07_AN	numeric	2 unique values 0 missing
CATS2D_08_AL	numeric	7 unique values 0 missing
CATS2D_08_DA	numeric	4 unique values 0 missing
CATS2D_09_AL	numeric	8 unique values 0 missing
Chi1_EA.bo.	numeric	12 unique values 0 missing
Chi1_EA.dm.	numeric	12 unique values 0 missing
CIC0	numeric	12 unique values 0 missing
CIC2	numeric	12 unique values 0 missing
D.Dtr08	numeric	6 unique values 0 missing
DECC	numeric	12 unique values 0 missing
Eig01_EA.dm.	numeric	4 unique values 0 missing
Eig02_AEA.bo.	numeric	12 unique values 0 missing
Eig02_EA.ri.	numeric	10 unique values 0 missing
Eig03_EA.dm.	numeric	12 unique values 0 missing
Eig03_EA.ri.	numeric	11 unique values 0 missing
Eig04_EA.dm.	numeric	9 unique values 0 missing
Eig05_AEA.ri.	numeric	12 unique values 0 missing
Eig05_EA	numeric	12 unique values 0 missing
Eig05_EA.ed.	numeric	12 unique values 0 missing
Eig05_EA.ri.	numeric	12 unique values 0 missing
Eig07_AEA.dm.	numeric	12 unique values 0 missing
Eig07_AEA.ed.	numeric	12 unique values 0 missing
Eig08_AEA.bo.	numeric	11 unique values 0 missing
Eig09_AEA.ed.	numeric	12 unique values 0 missing
Eig09_EA.ed.	numeric	12 unique values 0 missing
Eig10_AEA.bo.	numeric	11 unique values 0 missing
Eig10_AEA.ed.	numeric	12 unique values 0 missing
Eig10_AEA.ri.	numeric	12 unique values 0 missing
Eig10_EA	numeric	12 unique values 0 missing
Eig10_EA.bo.	numeric	11 unique values 0 missing
Eig10_EA.ed.	numeric	12 unique values 0 missing
Eig10_EA.ri.	numeric	12 unique values 0 missing
Eig11_EA.ed.	numeric	11 unique values 0 missing
Eig12_AEA.ed.	numeric	10 unique values 0 missing
Eig13_AEA.ed.	numeric	12 unique values 0 missing
Eta_C	numeric	12 unique values 0 missing
Eta_C_A	numeric	11 unique values 0 missing
GATS1v	numeric	10 unique values 0 missing
GATS2e	numeric	12 unique values 0 missing
GATS5e	numeric	12 unique values 0 missing
GATS8i	numeric	12 unique values 0 missing
GGI6	numeric	12 unique values 0 missing
GGI8	numeric	12 unique values 0 missing
GGI9	numeric	11 unique values 0 missing
IAC	numeric	12 unique values 0 missing
IC2	numeric	12 unique values 0 missing
IDDE	numeric	12 unique values 0 missing
ISIZ	numeric	10 unique values 0 missing
JGI1	numeric	12 unique values 0 missing
JGI3	numeric	12 unique values 0 missing
JGI9	numeric	6 unique values 0 missing
LLS_01	numeric	4 unique values 0 missing
MATS1i	numeric	12 unique values 0 missing
MATS1v	numeric	12 unique values 0 missing
MATS3e	numeric	12 unique values 0 missing
MATS3i	numeric	12 unique values 0 missing
MATS5v	numeric	12 unique values 0 missing
MATS8s	numeric	12 unique values 0 missing
MPC02	numeric	10 unique values 0 missing
MWC02	numeric	11 unique values 0 missing
MWC03	numeric	12 unique values 0 missing
N.072	numeric	4 unique values 0 missing
NaasC	numeric	4 unique values 0 missing
nAT	numeric	10 unique values 0 missing
nBT	numeric	10 unique values 0 missing
nC	numeric	7 unique values 0 missing
nCar	numeric	6 unique values 0 missing
nCconj	numeric	4 unique values 0 missing
nH	numeric	8 unique values 0 missing
nR08	numeric	2 unique values 0 missing
nRCONHR	numeric	2 unique values 0 missing
nR.Ct	numeric	2 unique values 0 missing
NsCH3	numeric	4 unique values 0 missing
NssNH	numeric	3 unique values 0 missing
ON0	numeric	11 unique values 0 missing
ON0V	numeric	11 unique values 0 missing
ON1V	numeric	12 unique values 0 missing
PCD	numeric	12 unique values 0 missing
Psi_i_1	numeric	12 unique values 0 missing
P_VSA_e_1	numeric	9 unique values 0 missing
P_VSA_e_2	numeric	12 unique values 0 missing
P_VSA_i_1	numeric	5 unique values 0 missing
P_VSA_i_2	numeric	12 unique values 0 missing
P_VSA_i_3	numeric	12 unique values 0 missing
P_VSA_LogP_1	numeric	6 unique values 0 missing
P_VSA_LogP_2	numeric	12 unique values 0 missing
P_VSA_LogP_7	numeric	12 unique values 0 missing
P_VSA_m_1	numeric	9 unique values 0 missing
P_VSA_m_2	numeric	12 unique values 0 missing
P_VSA_m_4	numeric	5 unique values 0 missing
P_VSA_MR_5	numeric	12 unique values 0 missing
P_VSA_MR_8	numeric	4 unique values 0 missing
P_VSA_p_1	numeric	9 unique values 0 missing
P_VSA_p_3	numeric	12 unique values 0 missing
P_VSA_s_2	numeric	9 unique values 0 missing
P_VSA_s_5	numeric	3 unique values 0 missing
P_VSA_v_1	numeric	9 unique values 0 missing
P_VSA_v_3	numeric	12 unique values 0 missing
PW4	numeric	11 unique values 0 missing
PW5	numeric	10 unique values 0 missing
S.107	numeric	3 unique values 0 missing
SaasC	numeric	11 unique values 0 missing
SAtot	numeric	12 unique values 0 missing
Se	numeric	12 unique values 0 missing
Si	numeric	12 unique values 0 missing
SIC0	numeric	11 unique values 0 missing
SIC2	numeric	11 unique values 0 missing
SM02_AEA.bo.	numeric	10 unique values 0 missing
SM02_EA	numeric	10 unique values 0 missing
SM02_EA.ri.	numeric	12 unique values 0 missing
SM04_AEA.dm.	numeric	12 unique values 0 missing
SM04_AEA.ri.	numeric	12 unique values 0 missing
SM04_EA.dm.	numeric	12 unique values 0 missing
SM05_AEA.ri.	numeric	12 unique values 0 missing
SM06_AEA.ri.	numeric	11 unique values 0 missing
SM06_EA.dm.	numeric	12 unique values 0 missing
SM08_EA.dm.	numeric	12 unique values 0 missing
SM10_EA.dm.	numeric	12 unique values 0 missing
SM12_EA.dm.	numeric	12 unique values 0 missing
SM13_AEA.bo.	numeric	12 unique values 0 missing
SM14_AEA.dm.	numeric	12 unique values 0 missing
SM14_EA.dm.	numeric	10 unique values 0 missing
SpAD_AEA.bo.	numeric	12 unique values 0 missing
SpAD_AEA.ed.	numeric	12 unique values 0 missing
SpAD_AEA.ri.	numeric	12 unique values 0 missing
SpAD_EA.ed.	numeric	12 unique values 0 missing
SpAD_EA.ri.	numeric	12 unique values 0 missing
SpDiam_EA.dm.	numeric	5 unique values 0 missing
SpMAD_AEA.bo.	numeric	11 unique values 0 missing
SpMAD_AEA.dm.	numeric	11 unique values 0 missing
SpMAD_AEA.ed.	numeric	12 unique values 0 missing
SpMax2_Bh.e.	numeric	12 unique values 0 missing
SpMax2_Bh.m.	numeric	12 unique values 0 missing
SpMax2_Bh.v.	numeric	11 unique values 0 missing
SpMax3_Bh.p.	numeric	12 unique values 0 missing
SpMax4_Bh.v.	numeric	12 unique values 0 missing
SpMax7_Bh.i.	numeric	11 unique values 0 missing
SpMax7_Bh.v.	numeric	12 unique values 0 missing
SpMax8_Bh.e.	numeric	11 unique values 0 missing
SpMax8_Bh.i.	numeric	12 unique values 0 missing
SpMax8_Bh.m.	numeric	11 unique values 0 missing
SpMax8_Bh.p.	numeric	10 unique values 0 missing
SpMax8_Bh.v.	numeric	11 unique values 0 missing
SpMaxA_EA.dm.	numeric	11 unique values 0 missing
SpMax_EA.dm.	numeric	4 unique values 0 missing
SpMin3_Bh.e.	numeric	11 unique values 0 missing
SpMin3_Bh.i.	numeric	10 unique values 0 missing
SpMin3_Bh.m.	numeric	12 unique values 0 missing
SpMin3_Bh.s.	numeric	12 unique values 0 missing
SpMin3_Bh.v.	numeric	12 unique values 0 missing
SpMin4_Bh.e.	numeric	11 unique values 0 missing
SpMin4_Bh.i.	numeric	12 unique values 0 missing
SpMin4_Bh.s.	numeric	12 unique values 0 missing
SpMin4_Bh.v.	numeric	12 unique values 0 missing
SpMin6_Bh.m.	numeric	12 unique values 0 missing
SpMin6_Bh.s.	numeric	11 unique values 0 missing
SpMin7_Bh.m.	numeric	11 unique values 0 missing
SpMin7_Bh.p.	numeric	12 unique values 0 missing
SpMin7_Bh.s.	numeric	9 unique values 0 missing
SpMin7_Bh.v.	numeric	12 unique values 0 missing
SpMin8_Bh.p.	numeric	11 unique values 0 missing
SpMin8_Bh.v.	numeric	12 unique values 0 missing
SRW04	numeric	10 unique values 0 missing
SRW06	numeric	12 unique values 0 missing
SsCH3	numeric	12 unique values 0 missing
SssNH	numeric	11 unique values 0 missing
TIC0	numeric	12 unique values 0 missing
VAR	numeric	12 unique values 0 missing
X1v	numeric	12 unique values 0 missing
X2	numeric	12 unique values 0 missing
X2sol	numeric	12 unique values 0 missing
X3	numeric	12 unique values 0 missing
ZM1	numeric	11 unique values 0 missing
ZM2	numeric	12 unique values 0 missing
JGT	numeric	12 unique values 0 missing
GATS5m	numeric	12 unique values 0 missing
Eta_B_A	numeric	11 unique values 0 missing
AECC	numeric	12 unique values 0 missing
AMR	numeric	12 unique values 0 missing
ATS1v	numeric	11 unique values 0 missing
ATS5v	numeric	12 unique values 0 missing
ATSC7m	numeric	12 unique values 0 missing
ATSC7p	numeric	12 unique values 0 missing
C.006	numeric	4 unique values 0 missing
CATS2D_06_AL	numeric	8 unique values 0 missing
Chi0_AEA.bo.	numeric	12 unique values 0 missing
Chi0_AEA.dm.	numeric	12 unique values 0 missing
Chi0_AEA.ed.	numeric	12 unique values 0 missing
Chi0_AEA.ri.	numeric	12 unique values 0 missing
Chi0_EA	numeric	12 unique values 0 missing
Chi0_EA.bo.	numeric	12 unique values 0 missing
Chi0_EA.ed.	numeric	12 unique values 0 missing
Chi0_EA.ri.	numeric	12 unique values 0 missing
Chi1_EA.ed.	numeric	12 unique values 0 missing
CSI	numeric	12 unique values 0 missing
D.Dtr07	numeric	7 unique values 0 missing
ECC	numeric	12 unique values 0 missing
Eig06_EA.dm.	numeric	12 unique values 0 missing
Eig07_AEA.ri.	numeric	12 unique values 0 missing
Eig07_EA	numeric	11 unique values 0 missing
Eig07_EA.dm.	numeric	10 unique values 0 missing
Eig08_AEA.dm.	numeric	10 unique values 0 missing
Eig10_AEA.dm.	numeric	12 unique values 0 missing
Eig11_AEA.dm.	numeric	12 unique values 0 missing
Eig12_AEA.bo.	numeric	12 unique values 0 missing
Eig12_AEA.dm.	numeric	12 unique values 0 missing
Eig12_AEA.ri.	numeric	12 unique values 0 missing
Eig12_EA	numeric	12 unique values 0 missing
Eig12_EA.bo.	numeric	12 unique values 0 missing
Eig12_EA.ed.	numeric	12 unique values 0 missing
Eig12_EA.ri.	numeric	12 unique values 0 missing
Eig13_EA.bo.	numeric	12 unique values 0 missing
Eig13_EA.ri.	numeric	12 unique values 0 missing
Eig14_AEA.dm.	numeric	12 unique values 0 missing
Eig14_EA	numeric	11 unique values 0 missing
Eig15_AEA.bo.	numeric	11 unique values 0 missing
Eig15_AEA.dm.	numeric	12 unique values 0 missing
Eig15_AEA.ri.	numeric	10 unique values 0 missing
Eig15_EA	numeric	10 unique values 0 missing
Eig15_EA.bo.	numeric	9 unique values 0 missing
Eig15_EA.ed.	numeric	9 unique values 0 missing
Eig15_EA.ri.	numeric	12 unique values 0 missing
GATS5s	numeric	12 unique values 0 missing
HVcpx	numeric	12 unique values 0 missing
IC4	numeric	12 unique values 0 missing
IC5	numeric	12 unique values 0 missing
ICR	numeric	12 unique values 0 missing
IDE	numeric	12 unique values 0 missing
JGI4	numeric	11 unique values 0 missing
MDDD	numeric	12 unique values 0 missing
MPC07	numeric	12 unique values 0 missing
MPC08	numeric	12 unique values 0 missing
MSD	numeric	12 unique values 0 missing
nCsp2	numeric	9 unique values 0 missing
piID	numeric	12 unique values 0 missing
piPC10	numeric	12 unique values 0 missing
RBN	numeric	8 unique values 0 missing
RDCHI	numeric	12 unique values 0 missing
S2K	numeric	12 unique values 0 missing
SM06_AEA.dm.	numeric	12 unique values 0 missing
SM07_AEA.ri.	numeric	12 unique values 0 missing
SM08_AEA.dm.	numeric	11 unique values 0 missing
SM09_AEA.dm.	numeric	10 unique values 0 missing
SM10_AEA.ri.	numeric	9 unique values 0 missing
SM15_AEA.bo.	numeric	11 unique values 0 missing
SNar	numeric	11 unique values 0 missing
SpMax6_Bh.e.	numeric	12 unique values 0 missing
SpMax6_Bh.i.	numeric	12 unique values 0 missing
SpMax6_Bh.m.	numeric	12 unique values 0 missing
SpMax6_Bh.p.	numeric	11 unique values 0 missing
SpMax6_Bh.v.	numeric	11 unique values 0 missing
SpMax7_Bh.m.	numeric	11 unique values 0 missing
SpMax7_Bh.p.	numeric	12 unique values 0 missing
SpMaxA_AEA.bo.	numeric	11 unique values 0 missing
SpMaxA_EA.ed.	numeric	11 unique values 0 missing
SpMaxA_EA.ri.	numeric	11 unique values 0 missing
SpMin4_Bh.m.	numeric	11 unique values 0 missing
SpMin5_Bh.m.	numeric	11 unique values 0 missing
SpMin5_Bh.s.	numeric	9 unique values 0 missing
SpMin5_Bh.v.	numeric	12 unique values 0 missing
SpMin7_Bh.e.	numeric	10 unique values 0 missing
SpMin7_Bh.i.	numeric	11 unique values 0 missing
Vindex	numeric	11 unique values 0 missing
X1Kup	numeric	12 unique values 0 missing
X1Mad	numeric	12 unique values 0 missing
X1MulPer	numeric	12 unique values 0 missing
X1Per	numeric	12 unique values 0 missing
X5sol	numeric	12 unique values 0 missing
Xindex	numeric	11 unique values 0 missing
Xt	numeric	11 unique values 0 missing
Yindex	numeric	12 unique values 0 missing
BAC	numeric	11 unique values 0 missing
MATS5m	numeric	11 unique values 0 missing
ATS5p	numeric	12 unique values 0 missing
Eig06_AEA.ri.	numeric	11 unique values 0 missing
Eig06_EA	numeric	10 unique values 0 missing
Eig06_EA.ri.	numeric	12 unique values 0 missing
Eig07_EA.ed.	numeric	12 unique values 0 missing
Eig14_AEA.ri.	numeric	12 unique values 0 missing
Eig14_EA.bo.	numeric	12 unique values 0 missing
Eig14_EA.ed.	numeric	12 unique values 0 missing
Eig14_EA.ri.	numeric	12 unique values 0 missing
MPC09	numeric	12 unique values 0 missing
MPC10	numeric	12 unique values 0 missing
SM02_AEA.ri.	numeric	12 unique values 0 missing
SM09_AEA.ri.	numeric	12 unique values 0 missing
SM14_AEA.bo.	numeric	10 unique values 0 missing
TPC	numeric	12 unique values 0 missing
Wap	numeric	12 unique values 0 missing
BIC3	numeric	12 unique values 0 missing
C.001	numeric	4 unique values 0 missing
C.019	numeric	2 unique values 0 missing
CIC3	numeric	12 unique values 0 missing
CIC4	numeric	12 unique values 0 missing
CIC5	numeric	12 unique values 0 missing
Eig01_AEA.bo.	numeric	9 unique values 0 missing
Eig01_AEA.ed.	numeric	7 unique values 0 missing
Eig01_AEA.ri.	numeric	8 unique values 0 missing
Eig01_EA	numeric	8 unique values 0 missing
Eig01_EA.ed.	numeric	8 unique values 0 missing
Eig01_EA.ri.	numeric	10 unique values 0 missing
Eig02_AEA.ed.	numeric	11 unique values 0 missing
Eig02_EA.ed.	numeric	11 unique values 0 missing
Eta_sh_x	numeric	8 unique values 0 missing
GATS2m	numeric	12 unique values 0 missing
GATS2p	numeric	12 unique values 0 missing
H.052	numeric	4 unique values 0 missing
MATS3p	numeric	11 unique values 0 missing
MATS8m	numeric	12 unique values 0 missing
Mv	numeric	12 unique values 0 missing
nCp	numeric	4 unique values 0 missing
nR.Cs	numeric	3 unique values 0 missing
P_VSA_MR_2	numeric	12 unique values 0 missing
PW2	numeric	11 unique values 0 missing
SIC3	numeric	11 unique values 0 missing
SIC4	numeric	12 unique values 0 missing
SIC5	numeric	12 unique values 0 missing
SM06_EA.ed.	numeric	12 unique values 0 missing
SM07_EA.ed.	numeric	12 unique values 0 missing
SM08_EA.ed.	numeric	12 unique values 0 missing
SM09_AEA.bo.	numeric	8 unique values 0 missing
SM09_EA.ed.	numeric	12 unique values 0 missing
SM10_AEA.dm.	numeric	8 unique values 0 missing
SM10_EA.ed.	numeric	12 unique values 0 missing
SM11_AEA.dm.	numeric	11 unique values 0 missing
SM11_EA	numeric	12 unique values 0 missing
SM11_EA.ed.	numeric	12 unique values 0 missing
SM12_AEA.ed.	numeric	12 unique values 0 missing
SM12_EA	numeric	12 unique values 0 missing
SM12_EA.ed.	numeric	12 unique values 0 missing
SM13_AEA.ed.	numeric	12 unique values 0 missing
SM13_EA	numeric	12 unique values 0 missing
SM13_EA.ed.	numeric	12 unique values 0 missing
SM14_AEA.ed.	numeric	12 unique values 0 missing
SM14_EA	numeric	12 unique values 0 missing
SM14_EA.ed.	numeric	12 unique values 0 missing
SM15_AEA.ed.	numeric	12 unique values 0 missing
SM15_EA	numeric	12 unique values 0 missing
SM15_EA.ed.	numeric	12 unique values 0 missing
SM15_EA.ri.	numeric	12 unique values 0 missing
SpDiam_AEA.bo.	numeric	9 unique values 0 missing
SpDiam_AEA.ri.	numeric	11 unique values 0 missing
SpDiam_EA	numeric	8 unique values 0 missing
SpDiam_EA.ed.	numeric	8 unique values 0 missing
SpDiam_EA.ri.	numeric	11 unique values 0 missing
SpMAD_EA.ri.	numeric	12 unique values 0 missing
SpMax_AEA.bo.	numeric	9 unique values 0 missing
SpMax_AEA.ed.	numeric	7 unique values 0 missing
SpMax_AEA.ri.	numeric	8 unique values 0 missing
SpMax_EA	numeric	8 unique values 0 missing
SpMax_EA.ed.	numeric	8 unique values 0 missing
SpMax_EA.ri.	numeric	10 unique values 0 missing
SsssCH	numeric	12 unique values 0 missing
PJI2	numeric	6 unique values 0 missing
IVDE	numeric	11 unique values 0 missing
P_VSA_s_3	numeric	12 unique values 0 missing
SpMAD_AEA.ri.	numeric	12 unique values 0 missing
SpMAD_EA	numeric	10 unique values 0 missing
SpMAD_EA.ed.	numeric	12 unique values 0 missing
SpMin1_Bh.s.	numeric	10 unique values 0 missing
Eig05_AEA.dm.	numeric	11 unique values 0 missing
ATS5m	numeric	12 unique values 0 missing
CATS2D_09_AA	numeric	4 unique values 0 missing
Eig08_EA.dm.	numeric	8 unique values 0 missing
Eig15_AEA.ed.	numeric	10 unique values 0 missing
Eta_sh_p	numeric	12 unique values 0 missing
GATS1p	numeric	11 unique values 0 missing
GATS5p	numeric	12 unique values 0 missing
GATS7v	numeric	12 unique values 0 missing
HNar	numeric	11 unique values 0 missing
IC1	numeric	12 unique values 0 missing
IC3	numeric	12 unique values 0 missing
MATS2e	numeric	12 unique values 0 missing
NdssC	numeric	5 unique values 0 missing
nR07	numeric	2 unique values 0 missing
O.060	numeric	4 unique values 0 missing
PCR	numeric	12 unique values 0 missing
PDI	numeric	11 unique values 0 missing
piPC07	numeric	12 unique values 0 missing
piPC08	numeric	12 unique values 0 missing
P_VSA_LogP_5	numeric	9 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

425

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

424

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

99.76

Percentage of numeric attributes.

PercentageOfSymbolicFeatures

0.24

Percentage of nominal attributes.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile1KurtosisOfNumericAtts

-0.4

First quartile of kurtosis among attributes of the numeric type.

Quartile1MeansOfNumericAtts

0.94

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

-1.17

First quartile of skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.26

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Quartile2KurtosisOfNumericAtts

0.9

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

Quartile2MeansOfNumericAtts

3.17

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

-0.25

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

Quartile2StdDevOfNumericAtts

0.63

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

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

Quartile3KurtosisOfNumericAtts

2.64

Third quartile of kurtosis among attributes of the numeric type.

Quartile3MeansOfNumericAtts

8.78

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

0.34

Third quartile of skewness among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.92

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

AutoCorrelation

-0.33

Average class difference between consecutive instances.

MeanMeansOfNumericAtts

54.27

Mean of means among attributes of the numeric type.

ClassEntropy

Entropy of the target attribute values.

Dimensionality

35.42

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

9.75

Maximum kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

15659.08

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

2.9

Maximum skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

15060.37

Maximum standard deviation of attributes of the numeric type.

MeanAttributeEntropy

Average entropy of the attributes.

MeanKurtosisOfNumericAtts

1.34

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

-0.33

Mean skewness among attributes of the numeric type.

MeanStdDevOfNumericAtts

40.94

Mean standard deviation of attributes of the numeric type.

MinAttributeEntropy

Minimal entropy among attributes.

MinKurtosisOfNumericAtts

-2.44