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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 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: CHEMBL4022 (TID: 17067), and it has 13 rows and 646 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.

648 features

pXC50 (target)	numeric	13 unique values 0 missing
molecule_id (row identifier)	nominal	13 unique values 0 missing
ATS2s	numeric	13 unique values 0 missing
ATS3s	numeric	13 unique values 0 missing
ATS4e	numeric	13 unique values 0 missing
ATS4s	numeric	13 unique values 0 missing
ATS5m	numeric	13 unique values 0 missing
ATS5s	numeric	13 unique values 0 missing
ATS6e	numeric	13 unique values 0 missing
ATS6s	numeric	13 unique values 0 missing
ATS7e	numeric	13 unique values 0 missing
ATS7s	numeric	13 unique values 0 missing
ATS8s	numeric	13 unique values 0 missing
ATSC1e	numeric	12 unique values 0 missing
ATSC2s	numeric	13 unique values 0 missing
ATSC4e	numeric	13 unique values 0 missing
ATSC4m	numeric	13 unique values 0 missing
ATSC4p	numeric	13 unique values 0 missing
ATSC5p	numeric	13 unique values 0 missing
ATSC5s	numeric	13 unique values 0 missing
ATSC6e	numeric	13 unique values 0 missing
ATSC6p	numeric	13 unique values 0 missing
ATSC6s	numeric	13 unique values 0 missing
ATSC7p	numeric	13 unique values 0 missing
ATSC8e	numeric	13 unique values 0 missing
ATSC8p	numeric	13 unique values 0 missing
ATSC8s	numeric	13 unique values 0 missing
BAC	numeric	11 unique values 0 missing
BLTA96	numeric	11 unique values 0 missing
BLTD48	numeric	11 unique values 0 missing
BLTF96	numeric	11 unique values 0 missing
CATS2D_02_DA	numeric	5 unique values 0 missing
CATS2D_05_DD	numeric	2 unique values 0 missing
CATS2D_07_DA	numeric	5 unique values 0 missing
CATS2D_08_DN	numeric	4 unique values 0 missing
CATS2D_08_NL	numeric	2 unique values 0 missing
CATS2D_09_DD	numeric	4 unique values 0 missing
DELS	numeric	13 unique values 0 missing
Eig03_AEA.dm.	numeric	11 unique values 0 missing
Eig04_AEA.dm.	numeric	13 unique values 0 missing
Eig05_AEA.dm.	numeric	13 unique values 0 missing
Eig06_AEA.ri.	numeric	13 unique values 0 missing
Eig06_EA	numeric	11 unique values 0 missing
Eig07_AEA.bo.	numeric	11 unique values 0 missing
Eig07_AEA.dm.	numeric	13 unique values 0 missing
Eig07_AEA.ed.	numeric	11 unique values 0 missing
Eig07_AEA.ri.	numeric	13 unique values 0 missing
Eig07_EA	numeric	11 unique values 0 missing
Eig07_EA.ed.	numeric	11 unique values 0 missing
Eig07_EA.ri.	numeric	13 unique values 0 missing
Eig08_AEA.dm.	numeric	13 unique values 0 missing
Eig08_AEA.ri.	numeric	13 unique values 0 missing
Eig08_EA	numeric	11 unique values 0 missing
Eig08_EA.ed.	numeric	11 unique values 0 missing
Eig08_EA.ri.	numeric	13 unique values 0 missing
Eig09_AEA.dm.	numeric	12 unique values 0 missing
Eig09_AEA.ed.	numeric	11 unique values 0 missing
Eig09_EA.ed.	numeric	11 unique values 0 missing
Eig10_AEA.dm.	numeric	11 unique values 0 missing
Eig11_AEA.dm.	numeric	13 unique values 0 missing
Eta_B	numeric	8 unique values 0 missing
Eta_C	numeric	13 unique values 0 missing
Eta_epsi_A	numeric	13 unique values 0 missing
Eta_L	numeric	13 unique values 0 missing
GATS6e	numeric	13 unique values 0 missing
GATS6s	numeric	13 unique values 0 missing
GGI1	numeric	6 unique values 0 missing
GGI10	numeric	8 unique values 0 missing
GGI4	numeric	10 unique values 0 missing
GGI5	numeric	9 unique values 0 missing
MATS3s	numeric	12 unique values 0 missing
Me	numeric	11 unique values 0 missing
MLOGP	numeric	11 unique values 0 missing
nDB	numeric	3 unique values 0 missing
NdO	numeric	3 unique values 0 missing
nO	numeric	6 unique values 0 missing
O.	numeric	13 unique values 0 missing
O.058	numeric	3 unique values 0 missing
ON0	numeric	9 unique values 0 missing
PHI	numeric	11 unique values 0 missing
Psi_e_0	numeric	13 unique values 0 missing
Psi_i_s	numeric	12 unique values 0 missing
P_VSA_e_5	numeric	7 unique values 0 missing
P_VSA_i_3	numeric	11 unique values 0 missing
P_VSA_m_3	numeric	7 unique values 0 missing
S1K	numeric	11 unique values 0 missing
S2K	numeric	11 unique values 0 missing
SAtot	numeric	13 unique values 0 missing
SdO	numeric	13 unique values 0 missing
SdsssP	numeric	4 unique values 0 missing
Se	numeric	13 unique values 0 missing
SM02_AEA.dm.	numeric	11 unique values 0 missing
SM02_AEA.ri.	numeric	11 unique values 0 missing
SM03_AEA.ri.	numeric	11 unique values 0 missing
SM03_EA.ri.	numeric	9 unique values 0 missing
SM04_AEA.ri.	numeric	11 unique values 0 missing
SM05_EA.ri.	numeric	11 unique values 0 missing
SM14_AEA.bo.	numeric	11 unique values 0 missing
SM15_AEA.bo.	numeric	11 unique values 0 missing
SPI	numeric	11 unique values 0 missing
SpMax3_Bh.s.	numeric	6 unique values 0 missing
SpMax4_Bh.s.	numeric	8 unique values 0 missing
SpMax5_Bh.s.	numeric	13 unique values 0 missing
SpMax6_Bh.s.	numeric	12 unique values 0 missing
SpMax7_Bh.e.	numeric	13 unique values 0 missing
SpMax7_Bh.i.	numeric	13 unique values 0 missing
SpMax7_Bh.m.	numeric	13 unique values 0 missing
SpMax7_Bh.p.	numeric	13 unique values 0 missing
SpMax7_Bh.s.	numeric	13 unique values 0 missing
SpMax7_Bh.v.	numeric	13 unique values 0 missing
SpMax8_Bh.s.	numeric	12 unique values 0 missing
SpMaxA_EA.bo.	numeric	10 unique values 0 missing
SpMin6_Bh.s.	numeric	11 unique values 0 missing
SpMin7_Bh.i.	numeric	13 unique values 0 missing
SsssCH	numeric	13 unique values 0 missing
TIE	numeric	13 unique values 0 missing
Uindex	numeric	11 unique values 0 missing
VvdwZAZ	numeric	13 unique values 0 missing
ZM1Kup	numeric	13 unique values 0 missing
ZM1MulPer	numeric	12 unique values 0 missing
ATSC3s	numeric	13 unique values 0 missing
CATS2D_08_AL	numeric	4 unique values 0 missing
DECC	numeric	11 unique values 0 missing
HVcpx	numeric	11 unique values 0 missing
ICR	numeric	11 unique values 0 missing
IDE	numeric	11 unique values 0 missing
JGI2	numeric	10 unique values 0 missing
JGI4	numeric	8 unique values 0 missing
piID	numeric	11 unique values 0 missing
piPC05	numeric	10 unique values 0 missing
piPC06	numeric	11 unique values 0 missing
piPC07	numeric	10 unique values 0 missing
piPC08	numeric	11 unique values 0 missing
piPC09	numeric	11 unique values 0 missing
piPC10	numeric	11 unique values 0 missing
Psi_e_A	numeric	13 unique values 0 missing
Psi_i_A	numeric	13 unique values 0 missing
SpMaxA_AEA.ed.	numeric	11 unique values 0 missing
SpMaxA_EA.ed.	numeric	11 unique values 0 missing
Vindex	numeric	11 unique values 0 missing
Xindex	numeric	11 unique values 0 missing
Yindex	numeric	11 unique values 0 missing
ATSC1s	numeric	13 unique values 0 missing
ATSC2e	numeric	12 unique values 0 missing
ATSC3e	numeric	12 unique values 0 missing
ATSC5e	numeric	13 unique values 0 missing
MAXDN	numeric	13 unique values 0 missing
GATS1e	numeric	13 unique values 0 missing
MATS1i	numeric	12 unique values 0 missing
MATS1p	numeric	13 unique values 0 missing
SdssC	numeric	13 unique values 0 missing
CIC4	numeric	12 unique values 0 missing
CIC5	numeric	12 unique values 0 missing
MATS1e	numeric	12 unique values 0 missing
SIC4	numeric	11 unique values 0 missing
SIC5	numeric	11 unique values 0 missing
CATS2D_09_AL	numeric	4 unique values 0 missing
BIC4	numeric	12 unique values 0 missing
BIC5	numeric	12 unique values 0 missing
SssCH2	numeric	13 unique values 0 missing
JGI10	numeric	5 unique values 0 missing
JGI6	numeric	9 unique values 0 missing
SpMin2_Bh.e.	numeric	12 unique values 0 missing
SpMin3_Bh.s.	numeric	13 unique values 0 missing
Eta_B_A	numeric	11 unique values 0 missing
GATS1s	numeric	13 unique values 0 missing
MATS1s	numeric	13 unique values 0 missing
SdsCH	numeric	12 unique values 0 missing
SpMax2_Bh.p.	numeric	12 unique values 0 missing
SpMax3_Bh.p.	numeric	13 unique values 0 missing
SpMaxA_AEA.ri.	numeric	10 unique values 0 missing
ALOGP	numeric	13 unique values 0 missing
CATS2D_02_LL	numeric	5 unique values 0 missing
Eta_betaS_A	numeric	11 unique values 0 missing
Eta_sh_p	numeric	12 unique values 0 missing
MLOGP2	numeric	11 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
P_VSA_LogP_7	numeric	10 unique values 0 missing
SssNH	numeric	12 unique values 0 missing
CATS2D_06_LL	numeric	4 unique values 0 missing
CATS2D_09_LL	numeric	4 unique values 0 missing
CIC3	numeric	12 unique values 0 missing
Eig06_AEA.ed.	numeric	11 unique values 0 missing
Eig06_EA.ed.	numeric	11 unique values 0 missing
GATS2m	numeric	13 unique values 0 missing
GATS4e	numeric	13 unique values 0 missing
JGI1	numeric	10 unique values 0 missing
JGT	numeric	11 unique values 0 missing
MATS3e	numeric	13 unique values 0 missing
P_VSA_p_2	numeric	10 unique values 0 missing
P_VSA_v_2	numeric	10 unique values 0 missing
PW2	numeric	10 unique values 0 missing
SAacc	numeric	10 unique values 0 missing
SAdon	numeric	8 unique values 0 missing
SIC3	numeric	12 unique values 0 missing
SM15_AEA.dm.	numeric	11 unique values 0 missing
SpMAD_AEA.ed.	numeric	11 unique values 0 missing
SpMAD_EA.ed.	numeric	11 unique values 0 missing
SpMin1_Bh.s.	numeric	12 unique values 0 missing
SsssN	numeric	13 unique values 0 missing
TPSA.NO.	numeric	10 unique values 0 missing
CIC0	numeric	13 unique values 0 missing
GATS1i	numeric	13 unique values 0 missing
ATSC4v	numeric	13 unique values 0 missing
MATS3m	numeric	13 unique values 0 missing
ATSC1i	numeric	13 unique values 0 missing
ATSC7v	numeric	13 unique values 0 missing
BIC3	numeric	10 unique values 0 missing
GATS5p	numeric	12 unique values 0 missing
MATS4v	numeric	13 unique values 0 missing
SpMax3_Bh.v.	numeric	12 unique values 0 missing
SpMin2_Bh.i.	numeric	13 unique values 0 missing
ATSC3p	numeric	13 unique values 0 missing
MATS1m	numeric	13 unique values 0 missing
SpMAD_AEA.bo.	numeric	10 unique values 0 missing
SpMAD_AEA.ri.	numeric	12 unique values 0 missing
SpMAD_EA	numeric	10 unique values 0 missing
ATSC1m	numeric	13 unique values 0 missing
S3K	numeric	12 unique values 0 missing
CATS2D_07_LL	numeric	3 unique values 0 missing
GATS3s	numeric	13 unique values 0 missing
GATS4i	numeric	13 unique values 0 missing
MATS3i	numeric	13 unique values 0 missing
AAC	numeric	13 unique values 0 missing
AECC	numeric	11 unique values 0 missing
ALOGP2	numeric	13 unique values 0 missing
AMR	numeric	13 unique values 0 missing
AMW	numeric	13 unique values 0 missing
ARR	numeric	4 unique values 0 missing
ATS1e	numeric	13 unique values 0 missing
ATS1i	numeric	13 unique values 0 missing
ATS1m	numeric	13 unique values 0 missing
ATS1p	numeric	13 unique values 0 missing
ATS1s	numeric	13 unique values 0 missing
ATS1v	numeric	13 unique values 0 missing
ATS2e	numeric	12 unique values 0 missing
ATS2i	numeric	13 unique values 0 missing
ATS2m	numeric	13 unique values 0 missing
ATS2p	numeric	13 unique values 0 missing
ATS2v	numeric	13 unique values 0 missing
ATS3e	numeric	13 unique values 0 missing
ATS3i	numeric	12 unique values 0 missing
ATS3m	numeric	12 unique values 0 missing
ATS3p	numeric	13 unique values 0 missing
ATS3v	numeric	13 unique values 0 missing
ATS4i	numeric	13 unique values 0 missing
ATS4m	numeric	13 unique values 0 missing
ATS4p	numeric	13 unique values 0 missing
ATS4v	numeric	12 unique values 0 missing
ATS5e	numeric	13 unique values 0 missing
ATS5i	numeric	13 unique values 0 missing
ATS5p	numeric	13 unique values 0 missing
ATS5v	numeric	13 unique values 0 missing
ATS6i	numeric	13 unique values 0 missing
ATS6m	numeric	13 unique values 0 missing
ATS6p	numeric	13 unique values 0 missing
ATS6v	numeric	12 unique values 0 missing
ATS7i	numeric	13 unique values 0 missing
ATS7m	numeric	13 unique values 0 missing
ATS7p	numeric	13 unique values 0 missing
ATS7v	numeric	13 unique values 0 missing
ATS8e	numeric	13 unique values 0 missing
ATS8i	numeric	13 unique values 0 missing
ATS8m	numeric	13 unique values 0 missing
ATS8p	numeric	13 unique values 0 missing
ATS8v	numeric	13 unique values 0 missing
ATSC1p	numeric	13 unique values 0 missing
ATSC1v	numeric	13 unique values 0 missing
ATSC2i	numeric	13 unique values 0 missing
ATSC2m	numeric	13 unique values 0 missing
ATSC2p	numeric	13 unique values 0 missing
ATSC2v	numeric	13 unique values 0 missing
ATSC3i	numeric	13 unique values 0 missing
ATSC3m	numeric	13 unique values 0 missing
ATSC3v	numeric	13 unique values 0 missing
ATSC4i	numeric	13 unique values 0 missing
ATSC4s	numeric	13 unique values 0 missing
ATSC5i	numeric	13 unique values 0 missing
ATSC5m	numeric	13 unique values 0 missing
ATSC5v	numeric	13 unique values 0 missing
ATSC6i	numeric	13 unique values 0 missing
ATSC6m	numeric	13 unique values 0 missing
ATSC6v	numeric	13 unique values 0 missing
ATSC7e	numeric	13 unique values 0 missing
ATSC7i	numeric	13 unique values 0 missing
ATSC7m	numeric	13 unique values 0 missing
ATSC7s	numeric	13 unique values 0 missing
ATSC8i	numeric	13 unique values 0 missing
ATSC8m	numeric	13 unique values 0 missing
ATSC8v	numeric	13 unique values 0 missing
BBI	numeric	9 unique values 0 missing
BIC0	numeric	12 unique values 0 missing
BIC1	numeric	13 unique values 0 missing
BIC2	numeric	12 unique values 0 missing
BID	numeric	11 unique values 0 missing
BLI	numeric	13 unique values 0 missing
Br.091	numeric	2 unique values 0 missing
C.	numeric	10 unique values 0 missing
C.001	numeric	3 unique values 0 missing
C.002	numeric	4 unique values 0 missing
C.005	numeric	2 unique values 0 missing
C.006	numeric	3 unique values 0 missing
C.008	numeric	3 unique values 0 missing
C.009	numeric	2 unique values 0 missing
C.011	numeric	2 unique values 0 missing
C.017	numeric	2 unique values 0 missing
C.018	numeric	2 unique values 0 missing
C.019	numeric	2 unique values 0 missing
C.024	numeric	2 unique values 0 missing
C.025	numeric	2 unique values 0 missing
C.028	numeric	2 unique values 0 missing
C.029	numeric	2 unique values 0 missing
C.030	numeric	2 unique values 0 missing
C.040	numeric	2 unique values 0 missing
C.041	numeric	2 unique values 0 missing
C.042	numeric	2 unique values 0 missing
C.043	numeric	2 unique values 0 missing
CATS2D_00_DD	numeric	2 unique values 0 missing
CATS2D_00_DP	numeric	2 unique values 0 missing
CATS2D_00_PP	numeric	2 unique values 0 missing
CATS2D_01_AN	numeric	2 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
CATS2D_01_LL	numeric	5 unique values 0 missing
CATS2D_02_AA	numeric	6 unique values 0 missing
CATS2D_02_AL	numeric	5 unique values 0 missing
CATS2D_02_AP	numeric	2 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
CATS2D_02_DL	numeric	4 unique values 0 missing
CATS2D_02_NL	numeric	2 unique values 0 missing
CATS2D_02_NN	numeric	2 unique values 0 missing
CATS2D_03_AA	numeric	3 unique values 0 missing
CATS2D_03_AL	numeric	5 unique values 0 missing
CATS2D_03_AN	numeric	2 unique values 0 missing
CATS2D_03_AP	numeric	2 unique values 0 missing
CATS2D_03_DA	numeric	5 unique values 0 missing
CATS2D_03_DD	numeric	2 unique values 0 missing
CATS2D_03_DL	numeric	3 unique values 0 missing
CATS2D_03_DN	numeric	3 unique values 0 missing
CATS2D_03_LL	numeric	4 unique values 0 missing
CATS2D_04_AA	numeric	5 unique values 0 missing
CATS2D_04_AL	numeric	7 unique values 0 missing
CATS2D_04_AN	numeric	3 unique values 0 missing
CATS2D_04_AP	numeric	2 unique values 0 missing
CATS2D_04_DA	numeric	5 unique values 0 missing
CATS2D_04_DD	numeric	3 unique values 0 missing
CATS2D_04_DL	numeric	4 unique values 0 missing
CATS2D_04_DN	numeric	2 unique values 0 missing
CATS2D_04_DP	numeric	2 unique values 0 missing
CATS2D_04_LL	numeric	3 unique values 0 missing
CATS2D_04_NL	numeric	2 unique values 0 missing
CATS2D_04_NN	numeric	2 unique values 0 missing
CATS2D_04_PL	numeric	2 unique values 0 missing
CATS2D_05_AA	numeric	3 unique values 0 missing
CATS2D_05_AL	numeric	5 unique values 0 missing
CATS2D_05_AN	numeric	2 unique values 0 missing
CATS2D_05_AP	numeric	2 unique values 0 missing
CATS2D_05_DA	numeric	4 unique values 0 missing
CATS2D_05_DL	numeric	2 unique values 0 missing
CATS2D_05_DN	numeric	3 unique values 0 missing
CATS2D_05_LL	numeric	4 unique values 0 missing
CATS2D_06_AA	numeric	4 unique values 0 missing
CATS2D_06_AL	numeric	6 unique values 0 missing
CATS2D_06_AN	numeric	3 unique values 0 missing
CATS2D_06_AP	numeric	2 unique values 0 missing
CATS2D_06_DA	numeric	6 unique values 0 missing
CATS2D_06_DD	numeric	4 unique values 0 missing
CATS2D_06_DL	numeric	4 unique values 0 missing
CATS2D_06_DN	numeric	3 unique values 0 missing
CATS2D_06_NL	numeric	2 unique values 0 missing
CATS2D_07_AA	numeric	4 unique values 0 missing
CATS2D_07_AL	numeric	5 unique values 0 missing
CATS2D_07_AP	numeric	2 unique values 0 missing
CATS2D_07_DD	numeric	4 unique values 0 missing
CATS2D_07_DL	numeric	4 unique values 0 missing
CATS2D_07_DN	numeric	2 unique values 0 missing
CATS2D_07_DP	numeric	2 unique values 0 missing
CATS2D_07_PL	numeric	2 unique values 0 missing
CATS2D_08_AA	numeric	2 unique values 0 missing
CATS2D_08_AN	numeric	4 unique values 0 missing
CATS2D_08_DA	numeric	4 unique values 0 missing
CATS2D_08_DD	numeric	3 unique values 0 missing
CATS2D_08_DL	numeric	5 unique values 0 missing
CATS2D_08_DP	numeric	2 unique values 0 missing
CATS2D_08_LL	numeric	3 unique values 0 missing
CATS2D_08_PL	numeric	2 unique values 0 missing
CATS2D_09_AA	numeric	4 unique values 0 missing
CATS2D_09_AP	numeric	2 unique values 0 missing
CATS2D_09_DA	numeric	3 unique values 0 missing
CATS2D_09_DL	numeric	4 unique values 0 missing
CATS2D_09_DN	numeric	3 unique values 0 missing
CATS2D_09_NL	numeric	2 unique values 0 missing
CENT	numeric	11 unique values 0 missing
Chi0_AEA.bo.	numeric	11 unique values 0 missing
Chi0_AEA.dm.	numeric	11 unique values 0 missing
Chi0_AEA.ed.	numeric	11 unique values 0 missing
Chi0_AEA.ri.	numeric	11 unique values 0 missing
Chi0_EA	numeric	11 unique values 0 missing
Chi0_EA.bo.	numeric	11 unique values 0 missing
Chi0_EA.dm.	numeric	12 unique values 0 missing
Chi0_EA.ed.	numeric	11 unique values 0 missing
Chi0_EA.ri.	numeric	13 unique values 0 missing
Chi1_AEA.bo.	numeric	11 unique values 0 missing
Chi1_AEA.dm.	numeric	11 unique values 0 missing
Chi1_AEA.ed.	numeric	11 unique values 0 missing
Chi1_AEA.ri.	numeric	11 unique values 0 missing
Chi1_EA	numeric	11 unique values 0 missing
Chi1_EA.bo.	numeric	11 unique values 0 missing
Chi1_EA.dm.	numeric	12 unique values 0 missing
Chi1_EA.ed.	numeric	11 unique values 0 missing
Chi1_EA.ri.	numeric	13 unique values 0 missing
CIC1	numeric	13 unique values 0 missing
CIC2	numeric	12 unique values 0 missing
CID	numeric	10 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
CSI	numeric	11 unique values 0 missing
DBI	numeric	9 unique values 0 missing
D.Dtr05	numeric	11 unique values 0 missing
D.Dtr06	numeric	11 unique values 0 missing
D.Dtr09	numeric	3 unique values 0 missing
DLS_01	numeric	3 unique values 0 missing
DLS_02	numeric	3 unique values 0 missing
DLS_03	numeric	4 unique values 0 missing
DLS_04	numeric	3 unique values 0 missing
DLS_05	numeric	2 unique values 0 missing
DLS_06	numeric	4 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
DLS_cons	numeric	5 unique values 0 missing
Dz	numeric	13 unique values 0 missing
ECC	numeric	11 unique values 0 missing
Eig01_AEA.bo.	numeric	9 unique values 0 missing
Eig01_AEA.dm.	numeric	9 unique values 0 missing
Eig01_AEA.ed.	numeric	7 unique values 0 missing
Eig01_AEA.ri.	numeric	10 unique values 0 missing
Eig01_EA	numeric	9 unique values 0 missing
Eig01_EA.bo.	numeric	6 unique values 0 missing
Eig01_EA.dm.	numeric	5 unique values 0 missing
Eig01_EA.ed.	numeric	9 unique values 0 missing
Eig01_EA.ri.	numeric	9 unique values 0 missing
Eig02_AEA.bo.	numeric	9 unique values 0 missing
Eig02_AEA.dm.	numeric	10 unique values 0 missing
Eig02_AEA.ed.	numeric	9 unique values 0 missing
Eig02_AEA.ri.	numeric	12 unique values 0 missing
Eig02_EA	numeric	10 unique values 0 missing
Eig02_EA.bo.	numeric	10 unique values 0 missing
Eig02_EA.dm.	numeric	6 unique values 0 missing
Eig02_EA.ed.	numeric	10 unique values 0 missing
Eig02_EA.ri.	numeric	12 unique values 0 missing
Eig03_AEA.bo.	numeric	10 unique values 0 missing
Eig03_AEA.ed.	numeric	10 unique values 0 missing
Eig03_AEA.ri.	numeric	11 unique values 0 missing
Eig03_EA	numeric	11 unique values 0 missing
Eig03_EA.bo.	numeric	11 unique values 0 missing
Eig03_EA.dm.	numeric	6 unique values 0 missing
Eig03_EA.ed.	numeric	10 unique values 0 missing
Eig03_EA.ri.	numeric	13 unique values 0 missing
Eig04_AEA.bo.	numeric	11 unique values 0 missing
Eig04_AEA.ed.	numeric	10 unique values 0 missing
Eig04_AEA.ri.	numeric	13 unique values 0 missing
Eig04_EA	numeric	11 unique values 0 missing
Eig04_EA.bo.	numeric	11 unique values 0 missing
Eig04_EA.dm.	numeric	6 unique values 0 missing
Eig04_EA.ed.	numeric	11 unique values 0 missing
Eig04_EA.ri.	numeric	13 unique values 0 missing
Eig05_AEA.bo.	numeric	11 unique values 0 missing
Eig05_AEA.ed.	numeric	11 unique values 0 missing
Eig05_AEA.ri.	numeric	13 unique values 0 missing
Eig05_EA	numeric	11 unique values 0 missing
Eig05_EA.bo.	numeric	11 unique values 0 missing
Eig05_EA.dm.	numeric	5 unique values 0 missing
Eig05_EA.ed.	numeric	11 unique values 0 missing
Eig05_EA.ri.	numeric	13 unique values 0 missing
Eig06_AEA.bo.	numeric	11 unique values 0 missing
Eig06_AEA.dm.	numeric	13 unique values 0 missing
Eig06_EA.bo.	numeric	11 unique values 0 missing
Eig06_EA.dm.	numeric	2 unique values 0 missing
Eig06_EA.ri.	numeric	13 unique values 0 missing
Eig07_EA.bo.	numeric	11 unique values 0 missing
Eig08_AEA.bo.	numeric	11 unique values 0 missing
Eig08_AEA.ed.	numeric	11 unique values 0 missing
Eig08_EA.bo.	numeric	11 unique values 0 missing
Eig09_AEA.bo.	numeric	11 unique values 0 missing
Eig09_AEA.ri.	numeric	12 unique values 0 missing
Eig09_EA	numeric	11 unique values 0 missing
Eig09_EA.bo.	numeric	11 unique values 0 missing
Eig09_EA.ri.	numeric	11 unique values 0 missing
Eig10_AEA.bo.	numeric	9 unique values 0 missing
Eig10_AEA.ed.	numeric	11 unique values 0 missing
Eig10_AEA.ri.	numeric	12 unique values 0 missing
Eig10_EA	numeric	11 unique values 0 missing
Eig10_EA.bo.	numeric	11 unique values 0 missing
Eig10_EA.ed.	numeric	11 unique values 0 missing
Eig10_EA.ri.	numeric	13 unique values 0 missing
Eig11_AEA.bo.	numeric	11 unique values 0 missing
Eig11_AEA.ed.	numeric	11 unique values 0 missing
Eig11_AEA.ri.	numeric	13 unique values 0 missing
Eig11_EA	numeric	11 unique values 0 missing
Eig11_EA.bo.	numeric	11 unique values 0 missing
Eig11_EA.ed.	numeric	11 unique values 0 missing
Eig11_EA.ri.	numeric	13 unique values 0 missing
Eig12_AEA.bo.	numeric	10 unique values 0 missing
Eig12_AEA.dm.	numeric	11 unique values 0 missing
Eig12_AEA.ed.	numeric	11 unique values 0 missing
Eig12_AEA.ri.	numeric	13 unique values 0 missing
Eig12_EA	numeric	11 unique values 0 missing
Eig12_EA.bo.	numeric	11 unique values 0 missing
Eig12_EA.ed.	numeric	11 unique values 0 missing
Eig12_EA.ri.	numeric	12 unique values 0 missing
Eig13_AEA.bo.	numeric	10 unique values 0 missing
Eig13_AEA.dm.	numeric	13 unique values 0 missing
Eig13_AEA.ed.	numeric	11 unique values 0 missing
Eig13_AEA.ri.	numeric	13 unique values 0 missing
Eig13_EA	numeric	11 unique values 0 missing
Eig13_EA.bo.	numeric	11 unique values 0 missing
Eig13_EA.ed.	numeric	11 unique values 0 missing
Eig13_EA.ri.	numeric	13 unique values 0 missing
Eig14_AEA.bo.	numeric	10 unique values 0 missing
Eig14_AEA.dm.	numeric	13 unique values 0 missing
Eig14_AEA.ed.	numeric	11 unique values 0 missing
Eig14_AEA.ri.	numeric	13 unique values 0 missing
Eig14_EA	numeric	11 unique values 0 missing
Eig14_EA.bo.	numeric	11 unique values 0 missing
Eig14_EA.dm.	numeric	2 unique values 0 missing
Eig14_EA.ed.	numeric	11 unique values 0 missing
Eig14_EA.ri.	numeric	13 unique values 0 missing
Eig15_AEA.bo.	numeric	11 unique values 0 missing
Eig15_AEA.dm.	numeric	12 unique values 0 missing
Eig15_AEA.ed.	numeric	11 unique values 0 missing
Eig15_AEA.ri.	numeric	13 unique values 0 missing
Eig15_EA	numeric	11 unique values 0 missing
Eig15_EA.bo.	numeric	11 unique values 0 missing
Eig15_EA.dm.	numeric	3 unique values 0 missing
Eig15_EA.ed.	numeric	11 unique values 0 missing
Eig15_EA.ri.	numeric	13 unique values 0 missing
Eta_alpha	numeric	13 unique values 0 missing
Eta_alpha_A	numeric	12 unique values 0 missing
Eta_beta	numeric	11 unique values 0 missing
Eta_beta_A	numeric	11 unique values 0 missing
Eta_betaP	numeric	6 unique values 0 missing
Eta_betaP_A	numeric	10 unique values 0 missing
Eta_betaS	numeric	11 unique values 0 missing
Eta_C_A	numeric	12 unique values 0 missing
Eta_epsi	numeric	13 unique values 0 missing
Eta_F	numeric	13 unique values 0 missing
Eta_F_A	numeric	13 unique values 0 missing
Eta_FL	numeric	13 unique values 0 missing
Eta_FL_A	numeric	13 unique values 0 missing
Eta_L_A	numeric	11 unique values 0 missing
Eta_sh_x	numeric	5 unique values 0 missing
Eta_sh_y	numeric	13 unique values 0 missing
GATS1m	numeric	13 unique values 0 missing
GATS1p	numeric	13 unique values 0 missing
GATS1v	numeric	12 unique values 0 missing
GATS2e	numeric	13 unique values 0 missing
GATS2i	numeric	12 unique values 0 missing
GATS2p	numeric	12 unique values 0 missing
GATS2s	numeric	13 unique values 0 missing
GATS2v	numeric	13 unique values 0 missing
GATS3e	numeric	13 unique values 0 missing
GATS3i	numeric	13 unique values 0 missing
GATS3m	numeric	13 unique values 0 missing
GATS3p	numeric	13 unique values 0 missing
GATS3v	numeric	13 unique values 0 missing
GATS4m	numeric	13 unique values 0 missing
GATS4p	numeric	13 unique values 0 missing
GATS4s	numeric	13 unique values 0 missing
GATS4v	numeric	13 unique values 0 missing
GATS5e	numeric	13 unique values 0 missing
GATS5i	numeric	13 unique values 0 missing
GATS5m	numeric	13 unique values 0 missing
GATS5s	numeric	12 unique values 0 missing
GATS5v	numeric	13 unique values 0 missing
GATS6i	numeric	13 unique values 0 missing
GATS6m	numeric	12 unique values 0 missing
GATS6p	numeric	13 unique values 0 missing
GATS6v	numeric	13 unique values 0 missing
GATS7e	numeric	13 unique values 0 missing
GATS7i	numeric	13 unique values 0 missing
GATS7m	numeric	13 unique values 0 missing
GATS7p	numeric	13 unique values 0 missing
GATS7s	numeric	13 unique values 0 missing
GATS7v	numeric	13 unique values 0 missing
GATS8e	numeric	12 unique values 0 missing
GATS8i	numeric	13 unique values 0 missing
GATS8m	numeric	13 unique values 0 missing
GATS8p	numeric	13 unique values 0 missing
GATS8s	numeric	13 unique values 0 missing
GATS8v	numeric	13 unique values 0 missing
GGI2	numeric	6 unique values 0 missing
GGI3	numeric	8 unique values 0 missing
GGI6	numeric	9 unique values 0 missing
GGI7	numeric	11 unique values 0 missing
GGI8	numeric	10 unique values 0 missing
GGI9	numeric	9 unique values 0 missing
GMTI	numeric	11 unique values 0 missing
GMTIV	numeric	12 unique values 0 missing
GNar	numeric	10 unique values 0 missing
H.	numeric	12 unique values 0 missing
H.046	numeric	4 unique values 0 missing
H.047	numeric	5 unique values 0 missing
H.048	numeric	3 unique values 0 missing
H.049	numeric	2 unique values 0 missing
H.050	numeric	6 unique values 0 missing
H.052	numeric	4 unique values 0 missing
H.054	numeric	2 unique values 0 missing
HDcpx	numeric	11 unique values 0 missing
HNar	numeric	10 unique values 0 missing
Hy	numeric	12 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
IAC	numeric	13 unique values 0 missing
IC0	numeric	13 unique values 0 missing
IC1	numeric	13 unique values 0 missing
IC2	numeric	12 unique values 0 missing
IC3	numeric	12 unique values 0 missing
IC4	numeric	12 unique values 0 missing
IC5	numeric	12 unique values 0 missing
IDDE	numeric	11 unique values 0 missing
IDDM	numeric	11 unique values 0 missing
IDET	numeric	11 unique values 0 missing
IDM	numeric	11 unique values 0 missing
IDMT	numeric	11 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
ISIZ	numeric	10 unique values 0 missing
IVDE	numeric	10 unique values 0 missing
IVDM	numeric	10 unique values 0 missing
JGI3	numeric	9 unique values 0 missing
JGI5	numeric	8 unique values 0 missing
JGI7	numeric	8 unique values 0 missing
JGI8	numeric	8 unique values 0 missing
JGI9	numeric	7 unique values 0 missing
LLS_01	numeric	4 unique values 0 missing
LLS_02	numeric	3 unique values 0 missing
LOC	numeric	11 unique values 0 missing
LPRS	numeric	11 unique values 0 missing
MATS1v	numeric	13 unique values 0 missing
MATS2e	numeric	11 unique values 0 missing
MATS2i	numeric	12 unique values 0 missing
MATS2m	numeric	13 unique values 0 missing
MATS2p	numeric	13 unique values 0 missing
MATS2s	numeric	13 unique values 0 missing
MATS2v	numeric	13 unique values 0 missing
MATS3p	numeric	13 unique values 0 missing
MATS3v	numeric	13 unique values 0 missing
MATS4e	numeric	13 unique values 0 missing
MATS4i	numeric	13 unique values 0 missing
MATS4m	numeric	12 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

648

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

647

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

99.85

Percentage of numeric attributes.

PercentageOfSymbolicFeatures

0.15

Percentage of nominal attributes.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile1KurtosisOfNumericAtts

0.09

First quartile of kurtosis among attributes of the numeric type.

Quartile1MeansOfNumericAtts

0.51

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

0.64

First quartile of skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.25

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Quartile2KurtosisOfNumericAtts

1.12

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

Quartile2MeansOfNumericAtts

1.52

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

1.32

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

Quartile2StdDevOfNumericAtts

0.53

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

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

Quartile3KurtosisOfNumericAtts

3.22

Third quartile of kurtosis among attributes of the numeric type.

Quartile3MeansOfNumericAtts

4.49

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

1.72

Third quartile of skewness among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.42

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

AutoCorrelation

0.34

Average class difference between consecutive instances.

MeanMeansOfNumericAtts

99.91

Mean of means among attributes of the numeric type.

ClassEntropy

Entropy of the target attribute values.

Dimensionality

49.85

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

Maximum kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

30860.77

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

3.61

Maximum skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

47037.54

Maximum standard deviation of attributes of the numeric type.

MeanAttributeEntropy

Average entropy of the attributes.

MeanKurtosisOfNumericAtts

2.04

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

1.11

Mean skewness among attributes of the numeric type.

MeanStdDevOfNumericAtts

138.64

Mean standard deviation of attributes of the numeric type.

MinAttributeEntropy

Minimal entropy among attributes.

MinKurtosisOfNumericAtts

-2.36