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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2073669

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL2073669 (TID: 104610), and it has 12 rows and 484 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.

486 features

pXC50 (target)	numeric	12 unique values 0 missing
molecule_id (row identifier)	nominal	12 unique values 0 missing
BIC2	numeric	11 unique values 0 missing
ATSC3e	numeric	12 unique values 0 missing
CATS2D_09_DD	numeric	2 unique values 0 missing
ATSC3s	numeric	12 unique values 0 missing
CIC1	numeric	12 unique values 0 missing
ATSC4e	numeric	12 unique values 0 missing
CIC2	numeric	12 unique values 0 missing
ATSC8i	numeric	12 unique values 0 missing
Eig03_AEA.bo.	numeric	12 unique values 0 missing
BAC	numeric	11 unique values 0 missing
Eig03_EA	numeric	11 unique values 0 missing
C.008	numeric	6 unique values 0 missing
Eig09_EA.ed.	numeric	12 unique values 0 missing
C.016	numeric	3 unique values 0 missing
Eig14_EA.ed.	numeric	12 unique values 0 missing
C.040	numeric	5 unique values 0 missing
GATS1p	numeric	12 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Mp	numeric	12 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
nO	numeric	7 unique values 0 missing
CATS2D_03_DA	numeric	6 unique values 0 missing
P_VSA_e_5	numeric	11 unique values 0 missing
CATS2D_03_DD	numeric	4 unique values 0 missing
P_VSA_m_3	numeric	11 unique values 0 missing
CATS2D_03_NL	numeric	3 unique values 0 missing
SIC2	numeric	11 unique values 0 missing
CATS2D_04_DL	numeric	6 unique values 0 missing
SM04_AEA.ri.	numeric	12 unique values 0 missing
CATS2D_06_DA	numeric	6 unique values 0 missing
SM09_AEA.ri.	numeric	12 unique values 0 missing
CATS2D_08_NL	numeric	5 unique values 0 missing
SM11_AEA.bo.	numeric	11 unique values 0 missing
D.Dtr06	numeric	11 unique values 0 missing
SpMin2_Bh.s.	numeric	11 unique values 0 missing
DECC	numeric	12 unique values 0 missing
IC1	numeric	12 unique values 0 missing
DLS_03	numeric	4 unique values 0 missing
AAC	numeric	12 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
ALOGP	numeric	12 unique values 0 missing
Eig01_EA	numeric	11 unique values 0 missing
ALOGP2	numeric	12 unique values 0 missing
Eig01_EA.bo.	numeric	11 unique values 0 missing
AMR	numeric	12 unique values 0 missing
Eig02_EA.bo.	numeric	12 unique values 0 missing
AMW	numeric	12 unique values 0 missing
Eig04_AEA.ed.	numeric	11 unique values 0 missing
ARR	numeric	9 unique values 0 missing
Eig04_EA	numeric	10 unique values 0 missing
ATS1e	numeric	12 unique values 0 missing
Eig04_EA.ed.	numeric	11 unique values 0 missing
ATS1i	numeric	12 unique values 0 missing
Eig04_EA.ri.	numeric	11 unique values 0 missing
ATS1m	numeric	12 unique values 0 missing
Eig05_AEA.ri.	numeric	12 unique values 0 missing
ATS1p	numeric	12 unique values 0 missing
Eig06_AEA.ed.	numeric	11 unique values 0 missing
ATS1s	numeric	12 unique values 0 missing
Eig06_EA.ed.	numeric	12 unique values 0 missing
ATS1v	numeric	11 unique values 0 missing
Eig07_EA	numeric	12 unique values 0 missing
ATS2e	numeric	12 unique values 0 missing
Eig08_AEA.dm.	numeric	11 unique values 0 missing
ATS2i	numeric	12 unique values 0 missing
Eig09_AEA.dm.	numeric	12 unique values 0 missing
ATS2m	numeric	12 unique values 0 missing
Eta_B	numeric	12 unique values 0 missing
ATS2p	numeric	12 unique values 0 missing
Eta_B_A	numeric	11 unique values 0 missing
ATS2s	numeric	12 unique values 0 missing
GATS2p	numeric	12 unique values 0 missing
ATS2v	numeric	12 unique values 0 missing
GATS2v	numeric	12 unique values 0 missing
ATS3e	numeric	11 unique values 0 missing
GATS4v	numeric	12 unique values 0 missing
ATS3i	numeric	12 unique values 0 missing
GATS5e	numeric	12 unique values 0 missing
ATS3m	numeric	12 unique values 0 missing
GATS5s	numeric	12 unique values 0 missing
ATS3p	numeric	12 unique values 0 missing
GATS6i	numeric	12 unique values 0 missing
ATS3s	numeric	12 unique values 0 missing
GATS7m	numeric	12 unique values 0 missing
ATS3v	numeric	12 unique values 0 missing
GATS8i	numeric	12 unique values 0 missing
ATS4e	numeric	12 unique values 0 missing
GATS8p	numeric	11 unique values 0 missing
ATS4i	numeric	12 unique values 0 missing
GGI4	numeric	12 unique values 0 missing
ATS4m	numeric	11 unique values 0 missing
GGI5	numeric	12 unique values 0 missing
ATS4p	numeric	12 unique values 0 missing
GGI9	numeric	12 unique values 0 missing
ATS4s	numeric	12 unique values 0 missing
HNar	numeric	12 unique values 0 missing
ATS4v	numeric	12 unique values 0 missing
HVcpx	numeric	12 unique values 0 missing
ATS5e	numeric	12 unique values 0 missing
IVDE	numeric	11 unique values 0 missing
ATS5i	numeric	12 unique values 0 missing
JGI4	numeric	10 unique values 0 missing
ATS5m	numeric	12 unique values 0 missing
JGI5	numeric	8 unique values 0 missing
ATS5p	numeric	12 unique values 0 missing
JGI8	numeric	6 unique values 0 missing
ATS5s	numeric	12 unique values 0 missing
JGT	numeric	11 unique values 0 missing
ATS5v	numeric	12 unique values 0 missing
MATS1e	numeric	12 unique values 0 missing
ATS6m	numeric	12 unique values 0 missing
MATS1m	numeric	12 unique values 0 missing
ATS6s	numeric	11 unique values 0 missing
MATS2m	numeric	12 unique values 0 missing
ATS6v	numeric	12 unique values 0 missing
MATS3m	numeric	12 unique values 0 missing
ATS7m	numeric	12 unique values 0 missing
MATS4p	numeric	12 unique values 0 missing
ATS7p	numeric	12 unique values 0 missing
MATS4v	numeric	12 unique values 0 missing
ATS7s	numeric	12 unique values 0 missing
MATS5e	numeric	11 unique values 0 missing
ATS7v	numeric	12 unique values 0 missing
MATS5i	numeric	11 unique values 0 missing
ATS8m	numeric	12 unique values 0 missing
MATS5p	numeric	11 unique values 0 missing
ATS8p	numeric	12 unique values 0 missing
MATS8i	numeric	10 unique values 0 missing
ATS8s	numeric	12 unique values 0 missing
MATS8p	numeric	12 unique values 0 missing
ATS8v	numeric	12 unique values 0 missing
MPC06	numeric	11 unique values 0 missing
ATSC1e	numeric	12 unique values 0 missing
MPC07	numeric	11 unique values 0 missing
ATSC1i	numeric	12 unique values 0 missing
MPC08	numeric	12 unique values 0 missing
ATSC1p	numeric	12 unique values 0 missing
MPC09	numeric	11 unique values 0 missing
ATSC1s	numeric	12 unique values 0 missing
MPC10	numeric	11 unique values 0 missing
ATSC2e	numeric	12 unique values 0 missing
MWC10	numeric	12 unique values 0 missing
ATSC2i	numeric	12 unique values 0 missing
nCb.	numeric	5 unique values 0 missing
ATSC2p	numeric	12 unique values 0 missing
nDB	numeric	7 unique values 0 missing
ATSC2s	numeric	12 unique values 0 missing
NdsCH	numeric	4 unique values 0 missing
ATSC3i	numeric	12 unique values 0 missing
NdssC	numeric	6 unique values 0 missing
ATSC3m	numeric	12 unique values 0 missing
nR06	numeric	5 unique values 0 missing
ATSC3p	numeric	12 unique values 0 missing
nRCOOH	numeric	4 unique values 0 missing
ATSC3v	numeric	12 unique values 0 missing
nR.Cs	numeric	3 unique values 0 missing
ATSC4i	numeric	12 unique values 0 missing
O.	numeric	11 unique values 0 missing
ATSC4m	numeric	12 unique values 0 missing
O.057	numeric	4 unique values 0 missing
ATSC4p	numeric	12 unique values 0 missing
O.058	numeric	6 unique values 0 missing
ATSC4v	numeric	12 unique values 0 missing
PHI	numeric	12 unique values 0 missing
ATSC5i	numeric	12 unique values 0 missing
piPC09	numeric	12 unique values 0 missing
ATSC5m	numeric	12 unique values 0 missing
piPC10	numeric	12 unique values 0 missing
ATSC5p	numeric	12 unique values 0 missing
P_VSA_LogP_4	numeric	12 unique values 0 missing
ATSC5s	numeric	12 unique values 0 missing
P_VSA_MR_1	numeric	11 unique values 0 missing
ATSC5v	numeric	12 unique values 0 missing
P_VSA_MR_2	numeric	12 unique values 0 missing
ATSC6e	numeric	11 unique values 0 missing
P_VSA_MR_5	numeric	10 unique values 0 missing
ATSC6s	numeric	12 unique values 0 missing
P_VSA_s_3	numeric	12 unique values 0 missing
ATSC7e	numeric	12 unique values 0 missing
PW5	numeric	12 unique values 0 missing
ATSC7i	numeric	12 unique values 0 missing
Qindex	numeric	10 unique values 0 missing
ATSC7p	numeric	12 unique values 0 missing
Ram	numeric	8 unique values 0 missing
ATSC7s	numeric	12 unique values 0 missing
RBF	numeric	12 unique values 0 missing
ATSC8e	numeric	12 unique values 0 missing
RBN	numeric	8 unique values 0 missing
ATSC8m	numeric	12 unique values 0 missing
S1K	numeric	12 unique values 0 missing
ATSC8p	numeric	12 unique values 0 missing
S2K	numeric	12 unique values 0 missing
ATSC8s	numeric	12 unique values 0 missing
S3K	numeric	12 unique values 0 missing
ATSC8v	numeric	12 unique values 0 missing
SdsCH	numeric	4 unique values 0 missing
BBI	numeric	8 unique values 0 missing
SIC4	numeric	11 unique values 0 missing
BIC0	numeric	11 unique values 0 missing
SM03_EA	numeric	10 unique values 0 missing
BIC3	numeric	12 unique values 0 missing
SM03_EA.bo.	numeric	11 unique values 0 missing
BIC5	numeric	10 unique values 0 missing
SM03_EA.ed.	numeric	12 unique values 0 missing
BID	numeric	11 unique values 0 missing
SM04_EA.ed.	numeric	12 unique values 0 missing
BLI	numeric	12 unique values 0 missing
SM05_AEA.ed.	numeric	12 unique values 0 missing
BLTA96	numeric	12 unique values 0 missing
SM05_EA	numeric	12 unique values 0 missing
BLTD48	numeric	12 unique values 0 missing
SM05_EA.bo.	numeric	12 unique values 0 missing
BLTF96	numeric	12 unique values 0 missing
SM05_EA.ed.	numeric	12 unique values 0 missing
C.	numeric	12 unique values 0 missing
SM06_AEA.ed.	numeric	12 unique values 0 missing
C.001	numeric	4 unique values 0 missing
SM06_EA.bo.	numeric	12 unique values 0 missing
C.002	numeric	6 unique values 0 missing
SM06_EA.ed.	numeric	12 unique values 0 missing
C.003	numeric	4 unique values 0 missing
SM07_AEA.ed.	numeric	12 unique values 0 missing
C.004	numeric	3 unique values 0 missing
SM07_EA	numeric	12 unique values 0 missing
C.005	numeric	3 unique values 0 missing
SM07_EA.bo.	numeric	12 unique values 0 missing
C.006	numeric	4 unique values 0 missing
SM07_EA.ed.	numeric	12 unique values 0 missing
C.007	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	12 unique values 0 missing
C.009	numeric	3 unique values 0 missing
SM08_EA	numeric	12 unique values 0 missing
C.011	numeric	2 unique values 0 missing
SM08_EA.bo.	numeric	12 unique values 0 missing
C.017	numeric	2 unique values 0 missing
SM08_EA.ed.	numeric	12 unique values 0 missing
C.021	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	11 unique values 0 missing
C.022	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	12 unique values 0 missing
C.024	numeric	4 unique values 0 missing
SM09_EA	numeric	12 unique values 0 missing
C.025	numeric	5 unique values 0 missing
SM09_EA.bo.	numeric	12 unique values 0 missing
C.026	numeric	5 unique values 0 missing
SM09_EA.ed.	numeric	12 unique values 0 missing
C.027	numeric	3 unique values 0 missing
SM10_AEA.ed.	numeric	12 unique values 0 missing
C.028	numeric	3 unique values 0 missing
SM10_EA	numeric	12 unique values 0 missing
C.029	numeric	3 unique values 0 missing
SM10_EA.bo.	numeric	12 unique values 0 missing
C.031	numeric	2 unique values 0 missing
SM10_EA.ed.	numeric	12 unique values 0 missing
C.032	numeric	2 unique values 0 missing
SM11_AEA.ed.	numeric	12 unique values 0 missing
C.034	numeric	2 unique values 0 missing
SM11_AEA.ri.	numeric	11 unique values 0 missing
C.038	numeric	2 unique values 0 missing
SM11_EA	numeric	12 unique values 0 missing
C.044	numeric	2 unique values 0 missing
SM11_EA.bo.	numeric	12 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
SM11_EA.ed.	numeric	12 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
SM12_AEA.bo.	numeric	10 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
SM12_AEA.ed.	numeric	12 unique values 0 missing
CATS2D_01_AA	numeric	2 unique values 0 missing
SM12_AEA.ri.	numeric	12 unique values 0 missing
CATS2D_01_LL	numeric	8 unique values 0 missing
SM12_EA	numeric	12 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	12 unique values 0 missing
CATS2D_02_AA	numeric	4 unique values 0 missing
SM13_AEA.dm.	numeric	11 unique values 0 missing
CATS2D_02_AL	numeric	5 unique values 0 missing
SM13_AEA.ed.	numeric	12 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
SM13_EA	numeric	12 unique values 0 missing
CATS2D_02_AP	numeric	3 unique values 0 missing
SM13_EA.bo.	numeric	12 unique values 0 missing
CATS2D_02_DA	numeric	7 unique values 0 missing
SM14_AEA.ed.	numeric	12 unique values 0 missing
CATS2D_02_DL	numeric	7 unique values 0 missing
SM14_EA	numeric	12 unique values 0 missing
CATS2D_02_DN	numeric	3 unique values 0 missing
SM14_EA.bo.	numeric	12 unique values 0 missing
CATS2D_02_LL	numeric	9 unique values 0 missing
SM15_AEA.bo.	numeric	12 unique values 0 missing
CATS2D_02_NL	numeric	3 unique values 0 missing
SM15_AEA.dm.	numeric	12 unique values 0 missing
CATS2D_02_PL	numeric	2 unique values 0 missing
SM15_AEA.ed.	numeric	12 unique values 0 missing
CATS2D_02_PN	numeric	2 unique values 0 missing
SM15_EA	numeric	12 unique values 0 missing
CATS2D_03_AA	numeric	6 unique values 0 missing
SM15_EA.bo.	numeric	12 unique values 0 missing
CATS2D_03_AL	numeric	8 unique values 0 missing
SpDiam_EA	numeric	11 unique values 0 missing
CATS2D_03_AP	numeric	2 unique values 0 missing
SpMAD_AEA.dm.	numeric	11 unique values 0 missing
CATS2D_03_DL	numeric	7 unique values 0 missing
SpMAD_AEA.ed.	numeric	12 unique values 0 missing
CATS2D_03_DN	numeric	2 unique values 0 missing
SpMax1_Bh.e.	numeric	11 unique values 0 missing
CATS2D_03_DP	numeric	2 unique values 0 missing
SpMax1_Bh.m.	numeric	12 unique values 0 missing
CATS2D_03_LL	numeric	9 unique values 0 missing
SpMax1_Bh.p.	numeric	12 unique values 0 missing
CATS2D_03_PL	numeric	2 unique values 0 missing
SpMax1_Bh.v.	numeric	12 unique values 0 missing
CATS2D_04_AA	numeric	3 unique values 0 missing
SpMax2_Bh.i.	numeric	12 unique values 0 missing
CATS2D_04_AL	numeric	7 unique values 0 missing
SpMax6_Bh.i.	numeric	12 unique values 0 missing
CATS2D_04_AN	numeric	2 unique values 0 missing
SpMax6_Bh.m.	numeric	12 unique values 0 missing
CATS2D_04_AP	numeric	3 unique values 0 missing
SpMax6_Bh.p.	numeric	12 unique values 0 missing
CATS2D_04_DA	numeric	5 unique values 0 missing
SpMax6_Bh.v.	numeric	12 unique values 0 missing
CATS2D_04_DD	numeric	4 unique values 0 missing
SpMax7_Bh.e.	numeric	12 unique values 0 missing
CATS2D_04_DN	numeric	2 unique values 0 missing
SpMax7_Bh.i.	numeric	12 unique values 0 missing
CATS2D_04_DP	numeric	3 unique values 0 missing
SpMax7_Bh.m.	numeric	12 unique values 0 missing
CATS2D_04_LL	numeric	8 unique values 0 missing
SpMax7_Bh.p.	numeric	11 unique values 0 missing
CATS2D_04_NL	numeric	2 unique values 0 missing
SpMax7_Bh.v.	numeric	12 unique values 0 missing
CATS2D_04_NN	numeric	2 unique values 0 missing
SpMax8_Bh.e.	numeric	11 unique values 0 missing
CATS2D_04_PP	numeric	2 unique values 0 missing
SpMax8_Bh.m.	numeric	12 unique values 0 missing
CATS2D_05_AA	numeric	6 unique values 0 missing
SpMax8_Bh.p.	numeric	12 unique values 0 missing
CATS2D_05_AL	numeric	6 unique values 0 missing
SpMax8_Bh.v.	numeric	12 unique values 0 missing
CATS2D_05_AN	numeric	3 unique values 0 missing
SpMax_EA	numeric	11 unique values 0 missing
CATS2D_05_AP	numeric	2 unique values 0 missing
SpMax_EA.bo.	numeric	11 unique values 0 missing
CATS2D_05_DA	numeric	5 unique values 0 missing
SpMin1_Bh.i.	numeric	11 unique values 0 missing
CATS2D_05_DD	numeric	2 unique values 0 missing
SpMin1_Bh.p.	numeric	10 unique values 0 missing
CATS2D_05_DL	numeric	7 unique values 0 missing
SpMin2_Bh.e.	numeric	11 unique values 0 missing
CATS2D_05_DN	numeric	4 unique values 0 missing
SpMin2_Bh.v.	numeric	12 unique values 0 missing
CATS2D_05_DP	numeric	2 unique values 0 missing
SpMin4_Bh.s.	numeric	12 unique values 0 missing
CATS2D_05_LL	numeric	9 unique values 0 missing
SpMin5_Bh.e.	numeric	12 unique values 0 missing
CATS2D_06_AA	numeric	5 unique values 0 missing
SpMin5_Bh.i.	numeric	12 unique values 0 missing
CATS2D_06_AL	numeric	6 unique values 0 missing
SpMin5_Bh.p.	numeric	12 unique values 0 missing
CATS2D_06_AN	numeric	2 unique values 0 missing
SpMin5_Bh.v.	numeric	12 unique values 0 missing
CATS2D_06_AP	numeric	2 unique values 0 missing
SpMin6_Bh.e.	numeric	12 unique values 0 missing
CATS2D_06_DD	numeric	4 unique values 0 missing
SpMin6_Bh.i.	numeric	12 unique values 0 missing
CATS2D_06_DL	numeric	7 unique values 0 missing
SpMin7_Bh.p.	numeric	12 unique values 0 missing
CATS2D_06_LL	numeric	8 unique values 0 missing
SpMin8_Bh.i.	numeric	12 unique values 0 missing
CATS2D_06_NL	numeric	4 unique values 0 missing
SpMin8_Bh.m.	numeric	12 unique values 0 missing
CATS2D_07_AA	numeric	4 unique values 0 missing
SpMin8_Bh.v.	numeric	12 unique values 0 missing
CATS2D_07_AL	numeric	4 unique values 0 missing
SssNH	numeric	10 unique values 0 missing
CATS2D_07_AN	numeric	3 unique values 0 missing
SssS	numeric	4 unique values 0 missing
CATS2D_07_AP	numeric	2 unique values 0 missing
SsssCH	numeric	12 unique values 0 missing
CATS2D_07_DA	numeric	4 unique values 0 missing
TIE	numeric	12 unique values 0 missing
CATS2D_07_DD	numeric	2 unique values 0 missing
TRS	numeric	7 unique values 0 missing
CATS2D_07_DL	numeric	7 unique values 0 missing
Uindex	numeric	12 unique values 0 missing
CATS2D_07_LL	numeric	8 unique values 0 missing
X0A	numeric	11 unique values 0 missing
CATS2D_07_NL	numeric	4 unique values 0 missing
X2A	numeric	11 unique values 0 missing
CATS2D_08_AA	numeric	4 unique values 0 missing
X4A	numeric	10 unique values 0 missing
CATS2D_08_AL	numeric	6 unique values 0 missing
X5A	numeric	9 unique values 0 missing
CATS2D_08_AN	numeric	2 unique values 0 missing
CIC4	numeric	12 unique values 0 missing
CATS2D_08_AP	numeric	2 unique values 0 missing
SpMax6_Bh.e.	numeric	12 unique values 0 missing
CATS2D_08_DA	numeric	6 unique values 0 missing
SpMin6_Bh.p.	numeric	11 unique values 0 missing
CATS2D_08_DD	numeric	3 unique values 0 missing
SpMin3_Bh.m.	numeric	9 unique values 0 missing
CATS2D_08_DL	numeric	8 unique values 0 missing
Eig03_AEA.ri.	numeric	11 unique values 0 missing
CATS2D_08_DN	numeric	2 unique values 0 missing
P_VSA_LogP_7	numeric	11 unique values 0 missing
CATS2D_08_DP	numeric	2 unique values 0 missing
ATSC1m	numeric	12 unique values 0 missing
CATS2D_08_LL	numeric	6 unique values 0 missing
ATSC1v	numeric	12 unique values 0 missing
CATS2D_08_PL	numeric	3 unique values 0 missing
ATSC4s	numeric	12 unique values 0 missing
CATS2D_09_AA	numeric	5 unique values 0 missing
Eig02_AEA.bo.	numeric	12 unique values 0 missing
CATS2D_09_AL	numeric	7 unique values 0 missing
MATS3e	numeric	11 unique values 0 missing
CATS2D_09_AN	numeric	2 unique values 0 missing
MATS4m	numeric	12 unique values 0 missing
CATS2D_09_DA	numeric	5 unique values 0 missing
MATS8v	numeric	12 unique values 0 missing
CATS2D_09_DL	numeric	8 unique values 0 missing
MAXDN	numeric	12 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
SpMin1_Bh.v.	numeric	10 unique values 0 missing
CATS2D_09_LL	numeric	5 unique values 0 missing
SpMin5_Bh.m.	numeric	12 unique values 0 missing
CATS2D_09_NL	numeric	4 unique values 0 missing
SpMin5_Bh.s.	numeric	11 unique values 0 missing
CATS2D_09_PL	numeric	2 unique values 0 missing
SpMin7_Bh.m.	numeric	11 unique values 0 missing
CENT	numeric	12 unique values 0 missing
SpMin7_Bh.s.	numeric	11 unique values 0 missing
Chi0_AEA.bo.	numeric	12 unique values 0 missing
SpMin8_Bh.p.	numeric	12 unique values 0 missing
Chi0_AEA.dm.	numeric	12 unique values 0 missing
SpMin8_Bh.s.	numeric	12 unique values 0 missing
Chi0_AEA.ed.	numeric	12 unique values 0 missing
SIC1	numeric	12 unique values 0 missing
Chi0_AEA.ri.	numeric	12 unique values 0 missing
ATSC2v	numeric	12 unique values 0 missing
Chi0_EA	numeric	12 unique values 0 missing
GATS1v	numeric	12 unique values 0 missing
Chi0_EA.bo.	numeric	12 unique values 0 missing
SpMin7_Bh.v.	numeric	12 unique values 0 missing
Chi0_EA.dm.	numeric	12 unique values 0 missing
AECC	numeric	12 unique values 0 missing
Chi0_EA.ed.	numeric	12 unique values 0 missing
CIC5	numeric	12 unique values 0 missing
Chi0_EA.ri.	numeric	12 unique values 0 missing
SIC5	numeric	11 unique values 0 missing
Chi1_AEA.bo.	numeric	12 unique values 0 missing
ATS8e	numeric	12 unique values 0 missing
Chi1_AEA.dm.	numeric	12 unique values 0 missing
ATS8i	numeric	12 unique values 0 missing
Chi1_AEA.ed.	numeric	12 unique values 0 missing
BIC4	numeric	11 unique values 0 missing
Chi1_AEA.ri.	numeric	12 unique values 0 missing
CATS2D_05_NL	numeric	3 unique values 0 missing
GATS4m	numeric	12 unique values 0 missing
SpMin2_Bh.i.	numeric	12 unique values 0 missing
Eta_sh_p	numeric	11 unique values 0 missing
ATSC6m	numeric	12 unique values 0 missing
BIC1	numeric	12 unique values 0 missing
GATS3i	numeric	12 unique values 0 missing
IDE	numeric	12 unique values 0 missing
MSD	numeric	12 unique values 0 missing
ATSC5e	numeric	12 unique values 0 missing
MAXDP	numeric	12 unique values 0 missing
P_VSA_e_2	numeric	12 unique values 0 missing
P_VSA_p_3	numeric	12 unique values 0 missing
P_VSA_v_3	numeric	12 unique values 0 missing
DBI	numeric	12 unique values 0 missing
Eig03_EA.ri.	numeric	10 unique values 0 missing
ATS6e	numeric	12 unique values 0 missing
ATS6i	numeric	12 unique values 0 missing
ATS6p	numeric	12 unique values 0 missing
ATS7e	numeric	12 unique values 0 missing
ATS7i	numeric	12 unique values 0 missing
ATSC2m	numeric	12 unique values 0 missing
ATSC6i	numeric	12 unique values 0 missing
ATSC6p	numeric	12 unique values 0 missing
ATSC6v	numeric	12 unique values 0 missing
ATSC7m	numeric	12 unique values 0 missing
ATSC7v	numeric	12 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

486

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

485

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

PercentageOfNumericFeatures

99.79

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

8.02

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.

PercentageOfSymbolicFeatures

0.21

Percentage of nominal 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

-3.46

Minimum skewness among attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

1.3

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

3.46

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1KurtosisOfNumericAtts

-1.31

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.88

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

MaxStdDevOfNumericAtts

1868.46

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

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.

MeanAttributeEntropy

Average entropy of the attributes.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanKurtosisOfNumericAtts

0.79

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

0.08

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

20.01

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.21

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

AutoCorrelation

0.1

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

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

Quartile2KurtosisOfNumericAtts

-0.45

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

Dimensionality

40.5

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

3.32

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.

MeanSkewnessOfNumericAtts

0.67

Mean skewness among 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.

MeanStdDevOfNumericAtts

8.91

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

0.4