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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795169

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL1795169 (TID: 104249), and it has 17 rows and 516 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.

518 features

pXC50 (target)	numeric	14 unique values 0 missing
molecule_id (row identifier)	nominal	17 unique values 0 missing
CIC2	numeric	15 unique values 0 missing
Eig04_AEA.dm.	numeric	13 unique values 0 missing
ATSC1s	numeric	17 unique values 0 missing
Eig07_AEA.ed.	numeric	14 unique values 0 missing
Eig04_AEA.ed.	numeric	15 unique values 0 missing
C.033	numeric	2 unique values 0 missing
GATS2m	numeric	17 unique values 0 missing
Eig04_AEA.ri.	numeric	14 unique values 0 missing
C.034	numeric	2 unique values 0 missing
JGI5	numeric	9 unique values 0 missing
Eig04_EA	numeric	15 unique values 0 missing
CATS2D_05_DL	numeric	5 unique values 0 missing
piPC07	numeric	17 unique values 0 missing
Eig04_EA.bo.	numeric	17 unique values 0 missing
CATS2D_07_DL	numeric	6 unique values 0 missing
P_VSA_LogP_2	numeric	7 unique values 0 missing
Eig01_AEA.dm.	numeric	14 unique values 0 missing
ATSC7e	numeric	16 unique values 0 missing
Eig02_AEA.dm.	numeric	17 unique values 0 missing
MATS3v	numeric	16 unique values 0 missing
Eig03_AEA.dm.	numeric	17 unique values 0 missing
SpMAD_AEA.dm.	numeric	16 unique values 0 missing
GATS3e	numeric	17 unique values 0 missing
ATSC6s	numeric	17 unique values 0 missing
GATS3v	numeric	17 unique values 0 missing
SM05_EA.ri.	numeric	16 unique values 0 missing
GATS7e	numeric	17 unique values 0 missing
GATS2s	numeric	17 unique values 0 missing
GATS7s	numeric	17 unique values 0 missing
ATSC8s	numeric	17 unique values 0 missing
JGI8	numeric	10 unique values 0 missing
GATS3m	numeric	17 unique values 0 missing
MATS1i	numeric	17 unique values 0 missing
CATS2D_04_LL	numeric	9 unique values 0 missing
MATS1m	numeric	17 unique values 0 missing
GATS2v	numeric	17 unique values 0 missing
MATS1p	numeric	16 unique values 0 missing
NdssC	numeric	5 unique values 0 missing
MATS1v	numeric	15 unique values 0 missing
Psi_e_A	numeric	16 unique values 0 missing
MATS7p	numeric	17 unique values 0 missing
Psi_i_A	numeric	16 unique values 0 missing
NaaO	numeric	2 unique values 0 missing
SssO	numeric	13 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
AAC	numeric	17 unique values 0 missing
O.060	numeric	3 unique values 0 missing
AECC	numeric	15 unique values 0 missing
P_VSA_LogP_6	numeric	4 unique values 0 missing
ALOGP	numeric	17 unique values 0 missing
SaaO	numeric	4 unique values 0 missing
ALOGP2	numeric	17 unique values 0 missing
SpDiam_AEA.dm.	numeric	14 unique values 0 missing
AMR	numeric	17 unique values 0 missing
SpDiam_AEA.ed.	numeric	11 unique values 0 missing
AMW	numeric	17 unique values 0 missing
SpMax4_Bh.e.	numeric	15 unique values 0 missing
ARR	numeric	13 unique values 0 missing
SpMax4_Bh.i.	numeric	15 unique values 0 missing
ATS1e	numeric	16 unique values 0 missing
SpMax4_Bh.m.	numeric	16 unique values 0 missing
ATS1i	numeric	17 unique values 0 missing
SpMax4_Bh.p.	numeric	15 unique values 0 missing
ATS1m	numeric	17 unique values 0 missing
SpMax4_Bh.v.	numeric	15 unique values 0 missing
ATS1p	numeric	17 unique values 0 missing
SpMax_AEA.dm.	numeric	14 unique values 0 missing
ATS1s	numeric	17 unique values 0 missing
SpMin1_Bh.e.	numeric	10 unique values 0 missing
ATS1v	numeric	17 unique values 0 missing
SpMin1_Bh.m.	numeric	13 unique values 0 missing
ATS2e	numeric	16 unique values 0 missing
GATS1e	numeric	16 unique values 0 missing
ATS2i	numeric	17 unique values 0 missing
CATS2D_02_AL	numeric	4 unique values 0 missing
ATS2m	numeric	16 unique values 0 missing
Eig01_AEA.ed.	numeric	9 unique values 0 missing
ATS2p	numeric	17 unique values 0 missing
Eig01_AEA.ri.	numeric	12 unique values 0 missing
ATS2s	numeric	16 unique values 0 missing
Eig01_EA	numeric	10 unique values 0 missing
ATS2v	numeric	16 unique values 0 missing
Eig01_EA.ed.	numeric	11 unique values 0 missing
ATS3e	numeric	17 unique values 0 missing
Eig01_EA.ri.	numeric	9 unique values 0 missing
ATS3i	numeric	17 unique values 0 missing
SdO	numeric	17 unique values 0 missing
ATS3m	numeric	14 unique values 0 missing
SM05_EA.ed.	numeric	16 unique values 0 missing
ATS3p	numeric	16 unique values 0 missing
SM06_EA.ed.	numeric	15 unique values 0 missing
ATS3s	numeric	16 unique values 0 missing
SM07_EA.ed.	numeric	16 unique values 0 missing
ATS3v	numeric	17 unique values 0 missing
SM08_AEA.ed.	numeric	16 unique values 0 missing
ATS4e	numeric	16 unique values 0 missing
SM08_EA.ed.	numeric	16 unique values 0 missing
ATS4i	numeric	17 unique values 0 missing
SM08_EA.ri.	numeric	16 unique values 0 missing
ATS4m	numeric	17 unique values 0 missing
SM09_AEA.bo.	numeric	10 unique values 0 missing
ATS4p	numeric	16 unique values 0 missing
SM09_AEA.ed.	numeric	16 unique values 0 missing
ATS4s	numeric	17 unique values 0 missing
SM09_EA.ed.	numeric	16 unique values 0 missing
ATS4v	numeric	16 unique values 0 missing
SM09_EA.ri.	numeric	16 unique values 0 missing
ATS5e	numeric	16 unique values 0 missing
SM10_AEA.dm.	numeric	11 unique values 0 missing
ATS5i	numeric	17 unique values 0 missing
SM10_AEA.ed.	numeric	16 unique values 0 missing
ATS5m	numeric	17 unique values 0 missing
SM10_EA.ed.	numeric	16 unique values 0 missing
ATS5p	numeric	17 unique values 0 missing
SM10_EA.ri.	numeric	16 unique values 0 missing
ATS5v	numeric	17 unique values 0 missing
SM11_AEA.ed.	numeric	16 unique values 0 missing
ATS6e	numeric	17 unique values 0 missing
SM11_EA	numeric	16 unique values 0 missing
ATS6i	numeric	17 unique values 0 missing
SM11_EA.ed.	numeric	16 unique values 0 missing
ATS6m	numeric	17 unique values 0 missing
SM11_EA.ri.	numeric	16 unique values 0 missing
ATS6p	numeric	17 unique values 0 missing
SM12_AEA.ed.	numeric	16 unique values 0 missing
ATS6s	numeric	17 unique values 0 missing
SM12_EA	numeric	16 unique values 0 missing
ATS6v	numeric	17 unique values 0 missing
SM12_EA.ed.	numeric	16 unique values 0 missing
ATS7e	numeric	17 unique values 0 missing
SM12_EA.ri.	numeric	16 unique values 0 missing
ATS7i	numeric	17 unique values 0 missing
SM13_AEA.ed.	numeric	16 unique values 0 missing
ATS7m	numeric	17 unique values 0 missing
SM13_EA	numeric	16 unique values 0 missing
ATS7p	numeric	17 unique values 0 missing
SM13_EA.ed.	numeric	16 unique values 0 missing
ATS7s	numeric	17 unique values 0 missing
SM13_EA.ri.	numeric	16 unique values 0 missing
ATS7v	numeric	17 unique values 0 missing
SM14_AEA.ed.	numeric	16 unique values 0 missing
ATS8e	numeric	17 unique values 0 missing
SM14_EA	numeric	16 unique values 0 missing
ATS8i	numeric	17 unique values 0 missing
SM14_EA.ed.	numeric	15 unique values 0 missing
ATS8m	numeric	17 unique values 0 missing
SM14_EA.ri.	numeric	16 unique values 0 missing
ATS8p	numeric	17 unique values 0 missing
SM15_AEA.ed.	numeric	16 unique values 0 missing
ATS8s	numeric	17 unique values 0 missing
SM15_EA	numeric	16 unique values 0 missing
ATS8v	numeric	17 unique values 0 missing
SM15_EA.ed.	numeric	16 unique values 0 missing
ATSC1i	numeric	17 unique values 0 missing
SM15_EA.ri.	numeric	16 unique values 0 missing
ATSC1m	numeric	17 unique values 0 missing
SpDiam_AEA.ri.	numeric	14 unique values 0 missing
ATSC1p	numeric	17 unique values 0 missing
SpDiam_EA	numeric	10 unique values 0 missing
ATSC1v	numeric	17 unique values 0 missing
SpDiam_EA.ed.	numeric	13 unique values 0 missing
ATSC2e	numeric	17 unique values 0 missing
SpDiam_EA.ri.	numeric	9 unique values 0 missing
ATSC2i	numeric	16 unique values 0 missing
SpMax_AEA.ed.	numeric	9 unique values 0 missing
ATSC2m	numeric	17 unique values 0 missing
SpMax_AEA.ri.	numeric	12 unique values 0 missing
ATSC2p	numeric	17 unique values 0 missing
SpMax_EA	numeric	10 unique values 0 missing
ATSC2v	numeric	17 unique values 0 missing
SpMax_EA.ed.	numeric	11 unique values 0 missing
ATSC3i	numeric	17 unique values 0 missing
SpMax_EA.ri.	numeric	9 unique values 0 missing
ATSC3m	numeric	17 unique values 0 missing
SM06_EA	numeric	15 unique values 0 missing
ATSC3p	numeric	17 unique values 0 missing
SRW10	numeric	16 unique values 0 missing
ATSC3s	numeric	17 unique values 0 missing
GATS7i	numeric	16 unique values 0 missing
ATSC3v	numeric	17 unique values 0 missing
GATS7p	numeric	17 unique values 0 missing
ATSC4e	numeric	17 unique values 0 missing
ATSC7s	numeric	17 unique values 0 missing
ATSC4i	numeric	17 unique values 0 missing
SpMax1_Bh.p.	numeric	12 unique values 0 missing
ATSC4m	numeric	17 unique values 0 missing
GATS4p	numeric	16 unique values 0 missing
ATSC4p	numeric	17 unique values 0 missing
CATS2D_04_DL	numeric	8 unique values 0 missing
ATSC4v	numeric	17 unique values 0 missing
DELS	numeric	17 unique values 0 missing
ATSC5i	numeric	17 unique values 0 missing
SpMax5_Bh.s.	numeric	13 unique values 0 missing
ATSC5m	numeric	17 unique values 0 missing
CATS2D_02_DL	numeric	4 unique values 0 missing
ATSC5p	numeric	17 unique values 0 missing
Eta_betaS_A	numeric	12 unique values 0 missing
ATSC5s	numeric	17 unique values 0 missing
H.050	numeric	5 unique values 0 missing
ATSC5v	numeric	17 unique values 0 missing
Hy	numeric	16 unique values 0 missing
ATSC6i	numeric	17 unique values 0 missing
nHDon	numeric	5 unique values 0 missing
ATSC6m	numeric	17 unique values 0 missing
PDI	numeric	14 unique values 0 missing
ATSC6p	numeric	17 unique values 0 missing
P_VSA_MR_3	numeric	3 unique values 0 missing
ATSC6v	numeric	17 unique values 0 missing
SAdon	numeric	5 unique values 0 missing
ATSC7i	numeric	17 unique values 0 missing
CATS2D_03_DL	numeric	5 unique values 0 missing
ATSC7m	numeric	17 unique values 0 missing
MPC08	numeric	15 unique values 0 missing
ATSC7p	numeric	17 unique values 0 missing
SpMin1_Bh.v.	numeric	12 unique values 0 missing
ATSC7v	numeric	17 unique values 0 missing
CATS2D_04_AA	numeric	2 unique values 0 missing
ATSC8e	numeric	17 unique values 0 missing
CATS2D_07_AL	numeric	7 unique values 0 missing
ATSC8i	numeric	17 unique values 0 missing
Eig02_AEA.bo.	numeric	13 unique values 0 missing
ATSC8m	numeric	17 unique values 0 missing
Eig02_AEA.ri.	numeric	14 unique values 0 missing
ATSC8p	numeric	17 unique values 0 missing
Eig02_EA	numeric	16 unique values 0 missing
ATSC8v	numeric	17 unique values 0 missing
GATS7m	numeric	17 unique values 0 missing
BAC	numeric	14 unique values 0 missing
MATS7e	numeric	17 unique values 0 missing
BBI	numeric	11 unique values 0 missing
MATS7s	numeric	16 unique values 0 missing
BIC0	numeric	15 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
BIC1	numeric	16 unique values 0 missing
SM10_AEA.bo.	numeric	16 unique values 0 missing
BIC4	numeric	15 unique values 0 missing
SpMin1_Bh.i.	numeric	9 unique values 0 missing
BIC5	numeric	15 unique values 0 missing
ATSC3e	numeric	17 unique values 0 missing
BID	numeric	13 unique values 0 missing
ATSC6e	numeric	17 unique values 0 missing
BLI	numeric	15 unique values 0 missing
C.039	numeric	3 unique values 0 missing
BLTA96	numeric	17 unique values 0 missing
Eig01_EA.dm.	numeric	8 unique values 0 missing
BLTD48	numeric	16 unique values 0 missing
GATS4i	numeric	17 unique values 0 missing
BLTF96	numeric	17 unique values 0 missing
MATS3m	numeric	17 unique values 0 missing
C.	numeric	15 unique values 0 missing
MATS4i	numeric	16 unique values 0 missing
C.001	numeric	4 unique values 0 missing
MATS4p	numeric	15 unique values 0 missing
C.002	numeric	3 unique values 0 missing
nArCO	numeric	3 unique values 0 missing
C.003	numeric	3 unique values 0 missing
nR05	numeric	2 unique values 0 missing
C.005	numeric	3 unique values 0 missing
SdssC	numeric	17 unique values 0 missing
C.008	numeric	3 unique values 0 missing
SM06_EA.dm.	numeric	12 unique values 0 missing
C.009	numeric	2 unique values 0 missing
SM07_EA.dm.	numeric	4 unique values 0 missing
C.011	numeric	2 unique values 0 missing
SM08_EA.dm.	numeric	12 unique values 0 missing
C.015	numeric	2 unique values 0 missing
SM09_EA.dm.	numeric	4 unique values 0 missing
C.016	numeric	5 unique values 0 missing
SM10_EA.dm.	numeric	12 unique values 0 missing
C.017	numeric	4 unique values 0 missing
SM11_EA.dm.	numeric	4 unique values 0 missing
C.024	numeric	4 unique values 0 missing
SM12_EA.dm.	numeric	11 unique values 0 missing
C.025	numeric	3 unique values 0 missing
SM13_EA.dm.	numeric	4 unique values 0 missing
C.026	numeric	3 unique values 0 missing
SM14_EA.dm.	numeric	12 unique values 0 missing
C.040	numeric	3 unique values 0 missing
SM15_EA.dm.	numeric	3 unique values 0 missing
C.041	numeric	2 unique values 0 missing
SpDiam_EA.dm.	numeric	8 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
SpMax_EA.dm.	numeric	8 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
SRW05	numeric	2 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
CIC5	numeric	17 unique values 0 missing
CATS2D_01_AN	numeric	2 unique values 0 missing
MATS5m	numeric	16 unique values 0 missing
CATS2D_01_DN	numeric	2 unique values 0 missing
ATSC4s	numeric	17 unique values 0 missing
CATS2D_01_LL	numeric	9 unique values 0 missing
BIC3	numeric	15 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
CATS2D_06_DL	numeric	8 unique values 0 missing
CATS2D_02_AA	numeric	2 unique values 0 missing
GATS4v	numeric	17 unique values 0 missing
CATS2D_02_AP	numeric	2 unique values 0 missing
IC1	numeric	16 unique values 0 missing
CATS2D_02_DA	numeric	3 unique values 0 missing
MATS2m	numeric	17 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
nOHs	numeric	2 unique values 0 missing
CATS2D_02_DP	numeric	2 unique values 0 missing
P_VSA_p_2	numeric	11 unique values 0 missing
CATS2D_02_LL	numeric	10 unique values 0 missing
P_VSA_s_6	numeric	11 unique values 0 missing
CATS2D_02_NL	numeric	2 unique values 0 missing
P_VSA_v_2	numeric	11 unique values 0 missing
CATS2D_02_PL	numeric	2 unique values 0 missing
SAacc	numeric	11 unique values 0 missing
CATS2D_02_PP	numeric	2 unique values 0 missing
ATSC2s	numeric	17 unique values 0 missing
CATS2D_03_DN	numeric	2 unique values 0 missing
D.Dtr05	numeric	5 unique values 0 missing
CATS2D_03_LL	numeric	7 unique values 0 missing
D.Dtr06	numeric	14 unique values 0 missing
CATS2D_03_NL	numeric	2 unique values 0 missing
Eig01_AEA.bo.	numeric	10 unique values 0 missing
CATS2D_03_PL	numeric	2 unique values 0 missing
Eig01_EA.bo.	numeric	8 unique values 0 missing
CATS2D_04_AL	numeric	6 unique values 0 missing
GATS1i	numeric	17 unique values 0 missing
CATS2D_04_AN	numeric	2 unique values 0 missing
GATS1p	numeric	17 unique values 0 missing
CATS2D_04_DA	numeric	4 unique values 0 missing
MAXDP	numeric	17 unique values 0 missing
CATS2D_04_DD	numeric	4 unique values 0 missing
nCb.	numeric	4 unique values 0 missing
CATS2D_04_DN	numeric	2 unique values 0 missing
nR06	numeric	3 unique values 0 missing
CATS2D_04_DP	numeric	2 unique values 0 missing
PCD	numeric	17 unique values 0 missing
CATS2D_04_PL	numeric	3 unique values 0 missing
PCR	numeric	17 unique values 0 missing
CATS2D_04_PN	numeric	2 unique values 0 missing
piPC05	numeric	16 unique values 0 missing
CATS2D_05_AL	numeric	5 unique values 0 missing
SM05_EA.bo.	numeric	17 unique values 0 missing
CATS2D_05_AP	numeric	2 unique values 0 missing
SM07_EA.bo.	numeric	17 unique values 0 missing
CATS2D_05_DA	numeric	4 unique values 0 missing
SM08_EA.bo.	numeric	15 unique values 0 missing
CATS2D_05_DD	numeric	2 unique values 0 missing
SM09_EA.bo.	numeric	17 unique values 0 missing
CATS2D_05_DN	numeric	2 unique values 0 missing
SM10_EA.bo.	numeric	16 unique values 0 missing
CATS2D_05_DP	numeric	2 unique values 0 missing
SM11_AEA.ri.	numeric	8 unique values 0 missing
CATS2D_05_LL	numeric	10 unique values 0 missing
SM11_EA.bo.	numeric	17 unique values 0 missing
CATS2D_05_NL	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	16 unique values 0 missing
CATS2D_05_PL	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	17 unique values 0 missing
CATS2D_06_AA	numeric	2 unique values 0 missing
SM14_EA.bo.	numeric	16 unique values 0 missing
CATS2D_06_AL	numeric	6 unique values 0 missing
SM15_EA.bo.	numeric	17 unique values 0 missing
CATS2D_06_AP	numeric	2 unique values 0 missing
SpDiam_EA.bo.	numeric	8 unique values 0 missing
CATS2D_06_DA	numeric	4 unique values 0 missing
SpMax3_Bh.s.	numeric	8 unique values 0 missing
CATS2D_06_DD	numeric	3 unique values 0 missing
SpMax_AEA.bo.	numeric	10 unique values 0 missing
CATS2D_06_DN	numeric	2 unique values 0 missing
SpMax_EA.bo.	numeric	8 unique values 0 missing
CATS2D_06_DP	numeric	2 unique values 0 missing
SpMin1_Bh.p.	numeric	12 unique values 0 missing
CATS2D_06_LL	numeric	10 unique values 0 missing
SRW07	numeric	3 unique values 0 missing
CATS2D_06_NL	numeric	2 unique values 0 missing
SRW09	numeric	4 unique values 0 missing
CATS2D_06_PL	numeric	3 unique values 0 missing
TRS	numeric	3 unique values 0 missing
CATS2D_06_PN	numeric	2 unique values 0 missing
SpMAD_EA.dm.	numeric	16 unique values 0 missing
CATS2D_07_AN	numeric	2 unique values 0 missing
SpMaxA_EA.dm.	numeric	14 unique values 0 missing
CATS2D_07_AP	numeric	2 unique values 0 missing
TPSA.NO.	numeric	11 unique values 0 missing
CATS2D_07_DA	numeric	3 unique values 0 missing
TPSA.Tot.	numeric	11 unique values 0 missing
CATS2D_07_DD	numeric	3 unique values 0 missing
SM06_EA.ri.	numeric	16 unique values 0 missing
CATS2D_07_DP	numeric	2 unique values 0 missing
MWC07	numeric	16 unique values 0 missing
CATS2D_07_LL	numeric	9 unique values 0 missing
SM03_EA.ri.	numeric	12 unique values 0 missing
CATS2D_07_NL	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	17 unique values 0 missing
CATS2D_07_PL	numeric	2 unique values 0 missing
SpDiam_AEA.bo.	numeric	17 unique values 0 missing
CATS2D_08_AA	numeric	2 unique values 0 missing
CATS2D_03_AL	numeric	8 unique values 0 missing
CATS2D_08_AL	numeric	5 unique values 0 missing
SM04_AEA.ed.	numeric	15 unique values 0 missing
CATS2D_08_AP	numeric	2 unique values 0 missing
GGI4	numeric	12 unique values 0 missing
CATS2D_08_DA	numeric	4 unique values 0 missing
MPC09	numeric	14 unique values 0 missing
CATS2D_08_DL	numeric	5 unique values 0 missing
SM03_EA.ed.	numeric	15 unique values 0 missing
CATS2D_08_LL	numeric	9 unique values 0 missing
SM06_AEA.ed.	numeric	16 unique values 0 missing
CATS2D_08_PL	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	16 unique values 0 missing
CATS2D_09_AL	numeric	6 unique values 0 missing
SM07_EA	numeric	16 unique values 0 missing
CATS2D_09_DA	numeric	4 unique values 0 missing
SM07_EA.ri.	numeric	16 unique values 0 missing
CATS2D_09_DD	numeric	3 unique values 0 missing
SM08_EA	numeric	16 unique values 0 missing
CATS2D_09_LL	numeric	10 unique values 0 missing
SM09_EA	numeric	16 unique values 0 missing
CENT	numeric	16 unique values 0 missing
SM04_EA.ed.	numeric	16 unique values 0 missing
Chi0_AEA.bo.	numeric	16 unique values 0 missing
SM10_EA	numeric	15 unique values 0 missing
Chi0_AEA.dm.	numeric	16 unique values 0 missing
SpMax1_Bh.v.	numeric	10 unique values 0 missing
Chi0_AEA.ed.	numeric	16 unique values 0 missing
ATS5s	numeric	16 unique values 0 missing
Chi0_AEA.ri.	numeric	16 unique values 0 missing
ATSC5e	numeric	17 unique values 0 missing
Chi0_EA	numeric	16 unique values 0 missing
CATS2D_05_AA	numeric	3 unique values 0 missing
Chi0_EA.bo.	numeric	17 unique values 0 missing
CATS2D_07_AA	numeric	2 unique values 0 missing
Chi0_EA.dm.	numeric	17 unique values 0 missing
D.Dtr10	numeric	7 unique values 0 missing
Chi0_EA.ed.	numeric	16 unique values 0 missing
Eig02_AEA.ed.	numeric	13 unique values 0 missing
Chi0_EA.ri.	numeric	16 unique values 0 missing
Eig03_AEA.ed.	numeric	14 unique values 0 missing
Chi1_AEA.bo.	numeric	16 unique values 0 missing
Eig03_EA.ed.	numeric	14 unique values 0 missing
Chi1_AEA.dm.	numeric	16 unique values 0 missing
Eig05_AEA.dm.	numeric	14 unique values 0 missing
Chi1_AEA.ed.	numeric	16 unique values 0 missing
Eig06_AEA.dm.	numeric	12 unique values 0 missing
Chi1_AEA.ri.	numeric	16 unique values 0 missing
Eig07_AEA.dm.	numeric	14 unique values 0 missing
Chi1_EA	numeric	16 unique values 0 missing
H.048	numeric	2 unique values 0 missing
Chi1_EA.bo.	numeric	17 unique values 0 missing
JGI6	numeric	10 unique values 0 missing
Chi1_EA.dm.	numeric	17 unique values 0 missing
MATS6i	numeric	16 unique values 0 missing
Chi1_EA.ed.	numeric	16 unique values 0 missing
MATS6p	numeric	16 unique values 0 missing
Chi1_EA.ri.	numeric	16 unique values 0 missing
MPC04	numeric	13 unique values 0 missing
CIC0	numeric	17 unique values 0 missing
MPC05	numeric	12 unique values 0 missing
CIC1	numeric	16 unique values 0 missing
MPC06	numeric	12 unique values 0 missing
CIC3	numeric	16 unique values 0 missing
MWC08	numeric	16 unique values 0 missing
CIC4	numeric	17 unique values 0 missing
MWC09	numeric	14 unique values 0 missing
CID	numeric	15 unique values 0 missing
MWC10	numeric	15 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
NdO	numeric	3 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
O.	numeric	16 unique values 0 missing
CSI	numeric	15 unique values 0 missing
O.058	numeric	3 unique values 0 missing
DBI	numeric	13 unique values 0 missing
SaasC	numeric	16 unique values 0 missing
DECC	numeric	15 unique values 0 missing
SM12_AEA.dm.	numeric	14 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
SpMAD_AEA.bo.	numeric	16 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
SpMAD_AEA.ri.	numeric	14 unique values 0 missing
DLS_01	numeric	2 unique values 0 missing
SpMAD_EA	numeric	16 unique values 0 missing
DLS_02	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	16 unique values 0 missing
DLS_03	numeric	2 unique values 0 missing
SpMax1_Bh.e.	numeric	13 unique values 0 missing
DLS_04	numeric	3 unique values 0 missing
SpMax1_Bh.i.	numeric	13 unique values 0 missing
DLS_05	numeric	2 unique values 0 missing
SpMax1_Bh.m.	numeric	12 unique values 0 missing
DLS_06	numeric	2 unique values 0 missing
TWC	numeric	16 unique values 0 missing
DLS_07	numeric	2 unique values 0 missing
X5	numeric	15 unique values 0 missing
DLS_cons	numeric	7 unique values 0 missing
X5sol	numeric	15 unique values 0 missing
Dz	numeric	14 unique values 0 missing
SIC2	numeric	15 unique values 0 missing
ECC	numeric	15 unique values 0 missing
MATS2s	numeric	17 unique values 0 missing
Eig02_EA.bo.	numeric	13 unique values 0 missing
BIC2	numeric	16 unique values 0 missing
Eig02_EA.dm.	numeric	5 unique values 0 missing
SpMax4_Bh.s.	numeric	12 unique values 0 missing
Eig02_EA.ri.	numeric	15 unique values 0 missing
Eig02_EA.ed.	numeric	14 unique values 0 missing
Eig03_AEA.bo.	numeric	17 unique values 0 missing
SM11_AEA.dm.	numeric	14 unique values 0 missing
Eig03_AEA.ri.	numeric	16 unique values 0 missing
GATS7v	numeric	16 unique values 0 missing
Eig03_EA	numeric	16 unique values 0 missing
MATS7i	numeric	17 unique values 0 missing
Eig03_EA.bo.	numeric	15 unique values 0 missing
P_VSA_MR_2	numeric	9 unique values 0 missing
Eig03_EA.dm.	numeric	4 unique values 0 missing
ATSC1e	numeric	16 unique values 0 missing
Eig03_EA.ri.	numeric	15 unique values 0 missing
CATS2D_09_DL	numeric	8 unique values 0 missing
Eig04_AEA.bo.	numeric	16 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

518

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

517

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

REPTreeDepth3AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2.27

Minimum kurtosis among attributes of the numeric type.

Quartile2MeansOfNumericAtts

3.83

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

REPTreeDepth3ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpErrRate

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxKurtosisOfNumericAtts

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.08

Minimum of means among attributes of the numeric type.

Quartile2MutualInformation

Second quartile (Median) of mutual information between the nominal attributes and the target attribute.

REPTreeDepth3Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpKappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxMeansOfNumericAtts

1106.82

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

Quartile2SkewnessOfNumericAtts

0.13

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

RandomTreeDepth1AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

Dimensionality

30.47

Number of attributes divided by the number of instances.

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.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.34

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

RandomTreeDepth1ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

EquivalentNumberOfAtts

Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-4.12

Minimum skewness among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

RandomTreeDepth1Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

J48.00001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MaxSkewnessOfNumericAtts

4.12

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

1.77

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

0.17

Average class difference between consecutive instances.

RandomTreeDepth2AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MaxStdDevOfNumericAtts

451.55

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

PercentageOfNumericFeatures

99.81

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

9.87

Third quartile of means among attributes of the numeric type.

CfsSubsetEval_DecisionStumpAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

PercentageOfSymbolicFeatures

0.19

Percentage of nominal attributes.

Quartile3MutualInformation

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

CfsSubsetEval_DecisionStumpErrRate

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.0001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanKurtosisOfNumericAtts

1.42

Mean kurtosis among attributes of the numeric type.

NaiveBayesAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

0.81

Third quartile of skewness among attributes of the numeric type.

CfsSubsetEval_DecisionStumpKappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

CfsSubsetEval_NaiveBayesAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMeansOfNumericAtts

13.43

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1KurtosisOfNumericAtts

-0.97

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.12

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

CfsSubsetEval_NaiveBayesErrRate

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMutualInformation

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

NaiveBayesKappa

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1MeansOfNumericAtts

0.9

First quartile of means among attributes of the numeric type.

REPTreeDepth1AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_NaiveBayesKappa

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNoiseToSignalRatio

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

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

REPTreeDepth1ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_kNN1NAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

StdvNominalAttDistinctValues

Standard deviation of the number of distinct values among attributes of the nominal type.

J48.001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNominalAttDistinctValues

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

Quartile1SkewnessOfNumericAtts

-0.5

First quartile of skewness among attributes of the numeric type.

REPTreeDepth1Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1

REPTreeDepth2AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NErrRate

Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk

J48.001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanSkewnessOfNumericAtts

0.29

Mean skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.14

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

REPTreeDepth2ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NKappa

Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NErrRate

Error rate achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

3.77

Mean standard deviation of attributes of the numeric type.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

REPTreeDepth2Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2

ClassEntropy