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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4799

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: CHEMBL4799 (TID: 10312), and it has 17 rows and 580 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.

582 features

pXC50 (target)	numeric	17 unique values 0 missing
molecule_id (row identifier)	nominal	17 unique values 0 missing
MPC04	numeric	11 unique values 0 missing
CATS2D_06_DL	numeric	4 unique values 0 missing
ATS7s	numeric	17 unique values 0 missing
MPC09	numeric	12 unique values 0 missing
CATS2D_06_DN	numeric	3 unique values 0 missing
ATS8e	numeric	17 unique values 0 missing
MW	numeric	16 unique values 0 missing
CATS2D_06_LL	numeric	2 unique values 0 missing
ATS8i	numeric	16 unique values 0 missing
MWC02	numeric	10 unique values 0 missing
CATS2D_06_NL	numeric	2 unique values 0 missing
ATS8s	numeric	17 unique values 0 missing
MWC03	numeric	12 unique values 0 missing
CATS2D_06_NN	numeric	2 unique values 0 missing
ATSC7e	numeric	17 unique values 0 missing
MWC04	numeric	12 unique values 0 missing
CATS2D_06_PL	numeric	2 unique values 0 missing
ATSC7s	numeric	17 unique values 0 missing
MWC05	numeric	12 unique values 0 missing
CATS2D_07_AA	numeric	4 unique values 0 missing
ATSC8e	numeric	17 unique values 0 missing
MWC06	numeric	12 unique values 0 missing
CATS2D_07_AL	numeric	5 unique values 0 missing
ATSC8s	numeric	17 unique values 0 missing
nHet	numeric	8 unique values 0 missing
CATS2D_07_AN	numeric	2 unique values 0 missing
Eig01_AEA.bo.	numeric	8 unique values 0 missing
ON0	numeric	10 unique values 0 missing
CATS2D_07_DA	numeric	4 unique values 0 missing
Eig01_AEA.ed.	numeric	8 unique values 0 missing
piPC02	numeric	11 unique values 0 missing
CATS2D_07_DD	numeric	5 unique values 0 missing
Eig01_EA.ed.	numeric	8 unique values 0 missing
piPC03	numeric	13 unique values 0 missing
CATS2D_07_DL	numeric	4 unique values 0 missing
Eig02_AEA.ed.	numeric	10 unique values 0 missing
Pol	numeric	12 unique values 0 missing
CATS2D_07_DN	numeric	3 unique values 0 missing
Eig02_AEA.ri.	numeric	11 unique values 0 missing
Psi_e_0	numeric	17 unique values 0 missing
CATS2D_07_DP	numeric	3 unique values 0 missing
Eig02_EA	numeric	10 unique values 0 missing
Psi_i_s	numeric	17 unique values 0 missing
CATS2D_07_LL	numeric	2 unique values 0 missing
Eig02_EA.ed.	numeric	11 unique values 0 missing
P_VSA_LogP_3	numeric	8 unique values 0 missing
CATS2D_07_PL	numeric	2 unique values 0 missing
Eig02_EA.ri.	numeric	10 unique values 0 missing
P_VSA_v_3	numeric	17 unique values 0 missing
CATS2D_08_AA	numeric	2 unique values 0 missing
Eig03_AEA.ed.	numeric	9 unique values 0 missing
Qindex	numeric	6 unique values 0 missing
CATS2D_08_AL	numeric	4 unique values 0 missing
Eig03_AEA.ri.	numeric	13 unique values 0 missing
Ram	numeric	6 unique values 0 missing
CATS2D_08_AN	numeric	3 unique values 0 missing
Eig03_EA	numeric	10 unique values 0 missing
RDSQ	numeric	12 unique values 0 missing
CATS2D_08_DA	numeric	4 unique values 0 missing
Eig03_EA.ed.	numeric	10 unique values 0 missing
SdO	numeric	17 unique values 0 missing
CATS2D_08_DD	numeric	3 unique values 0 missing
Eig03_EA.ri.	numeric	15 unique values 0 missing
SdsssP	numeric	16 unique values 0 missing
CATS2D_08_DL	numeric	3 unique values 0 missing
Eig04_AEA.ri.	numeric	14 unique values 0 missing
SIC3	numeric	15 unique values 0 missing
CATS2D_08_DN	numeric	3 unique values 0 missing
Eig04_EA	numeric	11 unique values 0 missing
SM02_AEA.bo.	numeric	11 unique values 0 missing
CATS2D_08_DP	numeric	3 unique values 0 missing
Eig04_EA.bo.	numeric	10 unique values 0 missing
SM02_AEA.dm.	numeric	11 unique values 0 missing
CATS2D_08_NL	numeric	2 unique values 0 missing
Eig05_AEA.ed.	numeric	10 unique values 0 missing
SM02_AEA.ed.	numeric	12 unique values 0 missing
CATS2D_08_NN	numeric	2 unique values 0 missing
Eig05_EA.bo.	numeric	10 unique values 0 missing
SM02_EA	numeric	10 unique values 0 missing
CATS2D_08_PL	numeric	2 unique values 0 missing
Eig06_AEA.bo.	numeric	8 unique values 0 missing
SM02_EA.bo.	numeric	11 unique values 0 missing
CATS2D_09_AA	numeric	4 unique values 0 missing
Eig06_AEA.ed.	numeric	11 unique values 0 missing
SM02_EA.ed.	numeric	12 unique values 0 missing
CATS2D_09_AL	numeric	4 unique values 0 missing
Eig06_AEA.ri.	numeric	14 unique values 0 missing
SM03_AEA.bo.	numeric	13 unique values 0 missing
CATS2D_09_AN	numeric	2 unique values 0 missing
Eig06_EA	numeric	11 unique values 0 missing
SM03_AEA.dm.	numeric	11 unique values 0 missing
CATS2D_09_AP	numeric	3 unique values 0 missing
Eig06_EA.bo.	numeric	10 unique values 0 missing
SM03_AEA.ed.	numeric	12 unique values 0 missing
CATS2D_09_DA	numeric	7 unique values 0 missing
Eig06_EA.ed.	numeric	11 unique values 0 missing
SM03_AEA.ri.	numeric	12 unique values 0 missing
CATS2D_09_DD	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	15 unique values 0 missing
SM03_EA	numeric	6 unique values 0 missing
CATS2D_09_DL	numeric	3 unique values 0 missing
Eig07_AEA.ed.	numeric	9 unique values 0 missing
SM03_EA.ri.	numeric	11 unique values 0 missing
CATS2D_09_DN	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	10 unique values 0 missing
SM04_AEA.bo.	numeric	13 unique values 0 missing
CATS2D_09_PL	numeric	2 unique values 0 missing
Eig08_AEA.dm.	numeric	14 unique values 0 missing
SM04_AEA.ed.	numeric	12 unique values 0 missing
CENT	numeric	12 unique values 0 missing
Eig08_AEA.ed.	numeric	10 unique values 0 missing
SM04_AEA.ri.	numeric	11 unique values 0 missing
Chi0_AEA.bo.	numeric	12 unique values 0 missing
Eig09_AEA.dm.	numeric	16 unique values 0 missing
SM04_EA	numeric	12 unique values 0 missing
Chi0_AEA.dm.	numeric	12 unique values 0 missing
Eig10_AEA.dm.	numeric	17 unique values 0 missing
SM04_EA.bo.	numeric	13 unique values 0 missing
Chi0_AEA.ed.	numeric	12 unique values 0 missing
GGI3	numeric	8 unique values 0 missing
SM04_EA.ri.	numeric	16 unique values 0 missing
Chi0_AEA.ri.	numeric	12 unique values 0 missing
GGI4	numeric	11 unique values 0 missing
SM05_AEA.bo.	numeric	13 unique values 0 missing
Chi0_EA	numeric	12 unique values 0 missing
GGI5	numeric	12 unique values 0 missing
SM05_AEA.dm.	numeric	11 unique values 0 missing
Chi0_EA.bo.	numeric	13 unique values 0 missing
GGI6	numeric	12 unique values 0 missing
SM05_AEA.ri.	numeric	12 unique values 0 missing
Chi0_EA.dm.	numeric	15 unique values 0 missing
GGI7	numeric	11 unique values 0 missing
SM05_EA.ri.	numeric	15 unique values 0 missing
Chi0_EA.ed.	numeric	12 unique values 0 missing
GGI8	numeric	12 unique values 0 missing
SM06_AEA.bo.	numeric	13 unique values 0 missing
Chi0_EA.ri.	numeric	16 unique values 0 missing
MPC05	numeric	11 unique values 0 missing
SM06_EA.ri.	numeric	16 unique values 0 missing
Chi1_AEA.bo.	numeric	12 unique values 0 missing
MPC06	numeric	11 unique values 0 missing
SM07_AEA.bo.	numeric	12 unique values 0 missing
Chi1_AEA.dm.	numeric	12 unique values 0 missing
MPC07	numeric	12 unique values 0 missing
SM07_AEA.ri.	numeric	12 unique values 0 missing
Chi1_AEA.ed.	numeric	12 unique values 0 missing
MPC08	numeric	11 unique values 0 missing
SM07_EA.ri.	numeric	15 unique values 0 missing
Chi1_AEA.ri.	numeric	12 unique values 0 missing
MWC07	numeric	12 unique values 0 missing
SM08_EA.ri.	numeric	16 unique values 0 missing
Chi1_EA	numeric	12 unique values 0 missing
MWC08	numeric	12 unique values 0 missing
SM09_AEA.dm.	numeric	9 unique values 0 missing
Chi1_EA.bo.	numeric	13 unique values 0 missing
MWC09	numeric	12 unique values 0 missing
SM10_AEA.ri.	numeric	10 unique values 0 missing
Chi1_EA.dm.	numeric	15 unique values 0 missing
MWC10	numeric	12 unique values 0 missing
SM15_AEA.bo.	numeric	10 unique values 0 missing
Chi1_EA.ed.	numeric	12 unique values 0 missing
piPC04	numeric	13 unique values 0 missing
SpAD_AEA.bo.	numeric	13 unique values 0 missing
CIC0	numeric	16 unique values 0 missing
piPC05	numeric	13 unique values 0 missing
SpAD_AEA.dm.	numeric	17 unique values 0 missing
CIC1	numeric	17 unique values 0 missing
piPC08	numeric	13 unique values 0 missing
SpAD_AEA.ed.	numeric	12 unique values 0 missing
CIC2	numeric	16 unique values 0 missing
piPC09	numeric	13 unique values 0 missing
SpAD_AEA.ri.	numeric	16 unique values 0 missing
CIC4	numeric	15 unique values 0 missing
P_VSA_LogP_5	numeric	5 unique values 0 missing
SpAD_EA	numeric	12 unique values 0 missing
CIC5	numeric	15 unique values 0 missing
SM02_AEA.ri.	numeric	10 unique values 0 missing
SpAD_EA.bo.	numeric	13 unique values 0 missing
CID	numeric	11 unique values 0 missing
SM03_EA.bo.	numeric	8 unique values 0 missing
SpAD_EA.ed.	numeric	12 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	11 unique values 0 missing
SPI	numeric	12 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
SM04_EA.ed.	numeric	12 unique values 0 missing
SpMax6_Bh.m.	numeric	15 unique values 0 missing
CSI	numeric	12 unique values 0 missing
SM05_AEA.ed.	numeric	12 unique values 0 missing
SpMax6_Bh.p.	numeric	15 unique values 0 missing
DBI	numeric	12 unique values 0 missing
SM05_EA	numeric	11 unique values 0 missing
SRW04	numeric	10 unique values 0 missing
D.Dtr05	numeric	12 unique values 0 missing
SM05_EA.bo.	numeric	12 unique values 0 missing
SRW06	numeric	12 unique values 0 missing
D.Dtr06	numeric	12 unique values 0 missing
SM05_EA.ed.	numeric	12 unique values 0 missing
SRW08	numeric	12 unique values 0 missing
D.Dtr09	numeric	12 unique values 0 missing
SM06_AEA.ed.	numeric	12 unique values 0 missing
SRW10	numeric	12 unique values 0 missing
DECC	numeric	12 unique values 0 missing
SM06_EA	numeric	12 unique values 0 missing
SsOH	numeric	17 unique values 0 missing
DLS_01	numeric	3 unique values 0 missing
SM06_EA.bo.	numeric	13 unique values 0 missing
TIC0	numeric	16 unique values 0 missing
SM06_EA.ed.	numeric	12 unique values 0 missing
TIE	numeric	17 unique values 0 missing
SM07_AEA.ed.	numeric	12 unique values 0 missing
X0	numeric	10 unique values 0 missing
SM07_EA	numeric	12 unique values 0 missing
X0sol	numeric	12 unique values 0 missing
SM07_EA.bo.	numeric	13 unique values 0 missing
X2	numeric	12 unique values 0 missing
SM07_EA.ed.	numeric	12 unique values 0 missing
X2sol	numeric	14 unique values 0 missing
SM08_AEA.bo.	numeric	12 unique values 0 missing
X3	numeric	12 unique values 0 missing
SM08_AEA.ed.	numeric	12 unique values 0 missing
X3sol	numeric	14 unique values 0 missing
SM08_EA	numeric	12 unique values 0 missing
X4	numeric	12 unique values 0 missing
SM08_EA.bo.	numeric	13 unique values 0 missing
X4sol	numeric	14 unique values 0 missing
SM08_EA.ed.	numeric	12 unique values 0 missing
X5	numeric	12 unique values 0 missing
SM09_AEA.ed.	numeric	12 unique values 0 missing
ZM1	numeric	10 unique values 0 missing
SM09_EA	numeric	12 unique values 0 missing
ZM1Kup	numeric	17 unique values 0 missing
SM09_EA.bo.	numeric	12 unique values 0 missing
ZM1Mad	numeric	16 unique values 0 missing
SM09_EA.ed.	numeric	12 unique values 0 missing
ZM1MulPer	numeric	17 unique values 0 missing
SM09_EA.ri.	numeric	16 unique values 0 missing
ZM1Per	numeric	17 unique values 0 missing
SM10_AEA.bo.	numeric	10 unique values 0 missing
ZM1V	numeric	17 unique values 0 missing
SM10_AEA.dm.	numeric	8 unique values 0 missing
ZM2	numeric	12 unique values 0 missing
SM10_AEA.ed.	numeric	12 unique values 0 missing
ZM2Kup	numeric	17 unique values 0 missing
SM10_EA	numeric	12 unique values 0 missing
ZM2Mad	numeric	16 unique values 0 missing
SM10_EA.bo.	numeric	13 unique values 0 missing
ZM2MulPer	numeric	17 unique values 0 missing
SM10_EA.ed.	numeric	11 unique values 0 missing
ZM2Per	numeric	17 unique values 0 missing
SM10_EA.ri.	numeric	16 unique values 0 missing
ZM2V	numeric	17 unique values 0 missing
SM11_AEA.bo.	numeric	10 unique values 0 missing
ATSC1e	numeric	16 unique values 0 missing
SM11_AEA.dm.	numeric	11 unique values 0 missing
ATSC1s	numeric	17 unique values 0 missing
SM11_AEA.ed.	numeric	12 unique values 0 missing
ATSC3s	numeric	17 unique values 0 missing
SM11_EA	numeric	12 unique values 0 missing
Eta_B	numeric	11 unique values 0 missing
SM11_EA.bo.	numeric	13 unique values 0 missing
MATS3e	numeric	17 unique values 0 missing
SM11_EA.ed.	numeric	11 unique values 0 missing
MATS4s	numeric	17 unique values 0 missing
SM11_EA.ri.	numeric	16 unique values 0 missing
PDI	numeric	12 unique values 0 missing
SM12_AEA.bo.	numeric	11 unique values 0 missing
P_VSA_m_4	numeric	7 unique values 0 missing
SM12_AEA.dm.	numeric	10 unique values 0 missing
P_VSA_p_2	numeric	10 unique values 0 missing
SM12_AEA.ed.	numeric	12 unique values 0 missing
P_VSA_p_3	numeric	16 unique values 0 missing
SM12_EA	numeric	12 unique values 0 missing
P_VSA_s_6	numeric	9 unique values 0 missing
SM12_EA.bo.	numeric	13 unique values 0 missing
P_VSA_v_2	numeric	10 unique values 0 missing
SM12_EA.ed.	numeric	12 unique values 0 missing
SAacc	numeric	10 unique values 0 missing
SM12_EA.ri.	numeric	16 unique values 0 missing
SAdon	numeric	9 unique values 0 missing
SM13_AEA.ed.	numeric	12 unique values 0 missing
TPSA.NO.	numeric	10 unique values 0 missing
SM13_EA	numeric	12 unique values 0 missing
ATSC5s	numeric	17 unique values 0 missing
SM13_EA.bo.	numeric	13 unique values 0 missing
MATS7p	numeric	17 unique values 0 missing
SM13_EA.ed.	numeric	11 unique values 0 missing
MATS2m	numeric	17 unique values 0 missing
SM13_EA.ri.	numeric	16 unique values 0 missing
Eta_B_A	numeric	10 unique values 0 missing
SM14_AEA.bo.	numeric	11 unique values 0 missing
GATS1e	numeric	17 unique values 0 missing
SM14_AEA.ed.	numeric	12 unique values 0 missing
IVDE	numeric	10 unique values 0 missing
SM14_AEA.ri.	numeric	10 unique values 0 missing
JGI1	numeric	11 unique values 0 missing
SM14_EA	numeric	12 unique values 0 missing
JGI3	numeric	11 unique values 0 missing
SM14_EA.bo.	numeric	13 unique values 0 missing
JGT	numeric	12 unique values 0 missing
SM14_EA.ed.	numeric	10 unique values 0 missing
MATS1e	numeric	17 unique values 0 missing
SM14_EA.ri.	numeric	15 unique values 0 missing
MATS3s	numeric	16 unique values 0 missing
SM15_AEA.dm.	numeric	11 unique values 0 missing
O.	numeric	15 unique values 0 missing
SM15_AEA.ed.	numeric	12 unique values 0 missing
Psi_e_A	numeric	17 unique values 0 missing
SM15_AEA.ri.	numeric	10 unique values 0 missing
Psi_i_A	numeric	17 unique values 0 missing
SM15_EA	numeric	12 unique values 0 missing
SpMax3_Bh.m.	numeric	16 unique values 0 missing
SM15_EA.bo.	numeric	10 unique values 0 missing
X5Av	numeric	12 unique values 0 missing
SM15_EA.ed.	numeric	10 unique values 0 missing
AAC	numeric	16 unique values 0 missing
SM15_EA.ri.	numeric	16 unique values 0 missing
AECC	numeric	12 unique values 0 missing
SpDiam_AEA.bo.	numeric	9 unique values 0 missing
ALOGP	numeric	17 unique values 0 missing
SpDiam_AEA.ri.	numeric	14 unique values 0 missing
ALOGP2	numeric	17 unique values 0 missing
SpDiam_EA.ed.	numeric	9 unique values 0 missing
AMR	numeric	17 unique values 0 missing
SpMax1_Bh.v.	numeric	12 unique values 0 missing
AMW	numeric	16 unique values 0 missing
SpMax2_Bh.p.	numeric	13 unique values 0 missing
ARR	numeric	9 unique values 0 missing
SpMax_AEA.bo.	numeric	8 unique values 0 missing
ATS1e	numeric	16 unique values 0 missing
SpMax_AEA.ed.	numeric	8 unique values 0 missing
ATS1i	numeric	17 unique values 0 missing
SpMax_EA.ed.	numeric	8 unique values 0 missing
ATS1p	numeric	17 unique values 0 missing
SRW07	numeric	4 unique values 0 missing
ATS1v	numeric	17 unique values 0 missing
SssO	numeric	17 unique values 0 missing
ATS2e	numeric	17 unique values 0 missing
TPSA.Tot.	numeric	12 unique values 0 missing
ATS2i	numeric	17 unique values 0 missing
TWC	numeric	12 unique values 0 missing
ATS2p	numeric	17 unique values 0 missing
X5sol	numeric	14 unique values 0 missing
ATS2s	numeric	17 unique values 0 missing
X5v	numeric	17 unique values 0 missing
ATS2v	numeric	16 unique values 0 missing
Mv	numeric	14 unique values 0 missing
ATS3e	numeric	17 unique values 0 missing
PW4	numeric	9 unique values 0 missing
ATS3i	numeric	17 unique values 0 missing
SpMAD_AEA.dm.	numeric	15 unique values 0 missing
ATS3p	numeric	16 unique values 0 missing
piPC06	numeric	12 unique values 0 missing
ATS3s	numeric	16 unique values 0 missing
piPC07	numeric	13 unique values 0 missing
ATS3v	numeric	16 unique values 0 missing
SRW09	numeric	5 unique values 0 missing
ATS4e	numeric	17 unique values 0 missing
MATS7s	numeric	17 unique values 0 missing
ATS4i	numeric	17 unique values 0 missing
H.	numeric	15 unique values 0 missing
ATS4p	numeric	17 unique values 0 missing
IC1	numeric	17 unique values 0 missing
ATS4s	numeric	16 unique values 0 missing
SsssCH	numeric	17 unique values 0 missing
ATS5e	numeric	17 unique values 0 missing
ATS1m	numeric	17 unique values 0 missing
ATS5i	numeric	17 unique values 0 missing
ATS1s	numeric	17 unique values 0 missing
ATSC1i	numeric	16 unique values 0 missing
ATS2m	numeric	17 unique values 0 missing
ATSC1m	numeric	17 unique values 0 missing
ATS3m	numeric	16 unique values 0 missing
ATSC1p	numeric	17 unique values 0 missing
ATS4m	numeric	17 unique values 0 missing
ATSC1v	numeric	17 unique values 0 missing
ATS4v	numeric	17 unique values 0 missing
ATSC2e	numeric	17 unique values 0 missing
ATS5m	numeric	17 unique values 0 missing
ATSC2i	numeric	17 unique values 0 missing
ATS5p	numeric	17 unique values 0 missing
ATSC2m	numeric	17 unique values 0 missing
ATS5s	numeric	17 unique values 0 missing
ATSC2p	numeric	17 unique values 0 missing
ATS5v	numeric	17 unique values 0 missing
ATSC2s	numeric	17 unique values 0 missing
ATS6e	numeric	17 unique values 0 missing
ATSC2v	numeric	17 unique values 0 missing
ATS6i	numeric	17 unique values 0 missing
ATSC3e	numeric	17 unique values 0 missing
ATS6m	numeric	16 unique values 0 missing
ATSC3i	numeric	16 unique values 0 missing
ATS6p	numeric	17 unique values 0 missing
ATSC3m	numeric	17 unique values 0 missing
ATS6s	numeric	17 unique values 0 missing
ATSC3p	numeric	17 unique values 0 missing
ATS6v	numeric	17 unique values 0 missing
ATSC3v	numeric	17 unique values 0 missing
ATS7e	numeric	17 unique values 0 missing
ATSC4e	numeric	17 unique values 0 missing
ATS7i	numeric	17 unique values 0 missing
ATSC4i	numeric	17 unique values 0 missing
ATS7m	numeric	17 unique values 0 missing
ATSC4m	numeric	17 unique values 0 missing
ATS7p	numeric	17 unique values 0 missing
ATSC4p	numeric	17 unique values 0 missing
ATS7v	numeric	17 unique values 0 missing
ATSC4s	numeric	17 unique values 0 missing
ATS8m	numeric	17 unique values 0 missing
ATSC4v	numeric	17 unique values 0 missing
ATS8p	numeric	17 unique values 0 missing
ATSC5e	numeric	17 unique values 0 missing
ATS8v	numeric	17 unique values 0 missing
ATSC5m	numeric	17 unique values 0 missing
ATSC5i	numeric	17 unique values 0 missing
ATSC5p	numeric	17 unique values 0 missing
ATSC6e	numeric	17 unique values 0 missing
ATSC5v	numeric	17 unique values 0 missing
ATSC6i	numeric	17 unique values 0 missing
BIC0	numeric	16 unique values 0 missing
ATSC6m	numeric	17 unique values 0 missing
BIC1	numeric	16 unique values 0 missing
ATSC6p	numeric	17 unique values 0 missing
BIC2	numeric	15 unique values 0 missing
ATSC6s	numeric	17 unique values 0 missing
BIC4	numeric	13 unique values 0 missing
ATSC6v	numeric	17 unique values 0 missing
BIC5	numeric	13 unique values 0 missing
ATSC7i	numeric	17 unique values 0 missing
BLI	numeric	17 unique values 0 missing
ATSC7m	numeric	17 unique values 0 missing
BLTA96	numeric	16 unique values 0 missing
ATSC7p	numeric	17 unique values 0 missing
BLTD48	numeric	16 unique values 0 missing
ATSC7v	numeric	17 unique values 0 missing
BLTF96	numeric	16 unique values 0 missing
ATSC8i	numeric	17 unique values 0 missing
C.	numeric	14 unique values 0 missing
ATSC8m	numeric	17 unique values 0 missing
C.001	numeric	2 unique values 0 missing
ATSC8p	numeric	17 unique values 0 missing
C.002	numeric	4 unique values 0 missing
ATSC8v	numeric	17 unique values 0 missing
C.003	numeric	2 unique values 0 missing
BAC	numeric	10 unique values 0 missing
C.005	numeric	2 unique values 0 missing
BBI	numeric	10 unique values 0 missing
C.006	numeric	5 unique values 0 missing
BIC3	numeric	11 unique values 0 missing
C.008	numeric	4 unique values 0 missing
BID	numeric	10 unique values 0 missing
C.009	numeric	2 unique values 0 missing
Chi1_EA.ri.	numeric	16 unique values 0 missing
C.016	numeric	2 unique values 0 missing
CIC3	numeric	15 unique values 0 missing
C.018	numeric	2 unique values 0 missing
DELS	numeric	17 unique values 0 missing
C.028	numeric	2 unique values 0 missing
Eig04_AEA.dm.	numeric	16 unique values 0 missing
C.029	numeric	2 unique values 0 missing
Eig05_AEA.dm.	numeric	17 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig07_AEA.bo.	numeric	13 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig07_AEA.dm.	numeric	12 unique values 0 missing
C.040	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	12 unique values 0 missing
C.042	numeric	3 unique values 0 missing
Eig07_EA	numeric	10 unique values 0 missing
C.043	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	13 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig08_AEA.ri.	numeric	15 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig08_EA	numeric	11 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig08_EA.ed.	numeric	12 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	15 unique values 0 missing
CATS2D_01_AN	numeric	4 unique values 0 missing
Eig09_AEA.bo.	numeric	12 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	11 unique values 0 missing
CATS2D_01_LL	numeric	3 unique values 0 missing
Eig09_EA	numeric	11 unique values 0 missing
CATS2D_02_AA	numeric	4 unique values 0 missing
Eig09_EA.bo.	numeric	13 unique values 0 missing
CATS2D_02_AL	numeric	3 unique values 0 missing
Eig09_EA.ed.	numeric	11 unique values 0 missing
CATS2D_02_AP	numeric	4 unique values 0 missing
Eig10_AEA.bo.	numeric	12 unique values 0 missing
CATS2D_02_DA	numeric	7 unique values 0 missing
Eig10_AEA.ed.	numeric	9 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
Eig10_EA.bo.	numeric	13 unique values 0 missing
CATS2D_02_DL	numeric	3 unique values 0 missing
Eig10_EA.ed.	numeric	12 unique values 0 missing
CATS2D_02_LL	numeric	3 unique values 0 missing
Eig11_AEA.bo.	numeric	12 unique values 0 missing
CATS2D_02_NL	numeric	2 unique values 0 missing
Eig11_AEA.dm.	numeric	16 unique values 0 missing
CATS2D_02_NN	numeric	3 unique values 0 missing
Eig11_AEA.ed.	numeric	11 unique values 0 missing
CATS2D_03_AA	numeric	3 unique values 0 missing
Eig11_AEA.ri.	numeric	16 unique values 0 missing
CATS2D_03_AL	numeric	3 unique values 0 missing
Eig11_EA	numeric	11 unique values 0 missing
CATS2D_03_AN	numeric	3 unique values 0 missing
Eig11_EA.bo.	numeric	12 unique values 0 missing
CATS2D_03_AP	numeric	3 unique values 0 missing
Eig11_EA.ri.	numeric	14 unique values 0 missing
CATS2D_03_DA	numeric	4 unique values 0 missing
Eig12_AEA.dm.	numeric	17 unique values 0 missing
CATS2D_03_DD	numeric	3 unique values 0 missing
Eig12_AEA.ed.	numeric	12 unique values 0 missing
CATS2D_03_DL	numeric	3 unique values 0 missing
Eig12_EA.ed.	numeric	12 unique values 0 missing
CATS2D_03_DN	numeric	3 unique values 0 missing
Eig13_AEA.ed.	numeric	10 unique values 0 missing
CATS2D_03_LL	numeric	2 unique values 0 missing
Eig14_AEA.ed.	numeric	12 unique values 0 missing
CATS2D_03_NL	numeric	2 unique values 0 missing
Eig15_AEA.ed.	numeric	11 unique values 0 missing
CATS2D_04_AA	numeric	3 unique values 0 missing
Eig15_EA	numeric	9 unique values 0 missing
CATS2D_04_AL	numeric	5 unique values 0 missing
Eig15_EA.bo.	numeric	10 unique values 0 missing
CATS2D_04_AN	numeric	2 unique values 0 missing
Eig15_EA.ed.	numeric	10 unique values 0 missing
CATS2D_04_AP	numeric	4 unique values 0 missing
Eig15_EA.ri.	numeric	11 unique values 0 missing
CATS2D_04_DA	numeric	6 unique values 0 missing
Eta_beta	numeric	17 unique values 0 missing
CATS2D_04_DD	numeric	4 unique values 0 missing
Eta_betaP	numeric	8 unique values 0 missing
CATS2D_04_DL	numeric	4 unique values 0 missing
Eta_C	numeric	17 unique values 0 missing
CATS2D_04_DP	numeric	3 unique values 0 missing
Eta_C_A	numeric	17 unique values 0 missing
CATS2D_04_LL	numeric	2 unique values 0 missing
Eta_F	numeric	17 unique values 0 missing
CATS2D_04_NL	numeric	2 unique values 0 missing
Eta_F_A	numeric	17 unique values 0 missing
CATS2D_04_NN	numeric	3 unique values 0 missing
GATS3p	numeric	17 unique values 0 missing
CATS2D_04_PL	numeric	2 unique values 0 missing
GGI1	numeric	8 unique values 0 missing
CATS2D_04_PP	numeric	2 unique values 0 missing
GGI10	numeric	9 unique values 0 missing
CATS2D_05_AA	numeric	4 unique values 0 missing
HDcpx	numeric	12 unique values 0 missing
CATS2D_05_AL	numeric	4 unique values 0 missing
IAC	numeric	16 unique values 0 missing
CATS2D_05_AN	numeric	3 unique values 0 missing
IDDM	numeric	12 unique values 0 missing
CATS2D_05_AP	numeric	2 unique values 0 missing
IDM	numeric	12 unique values 0 missing
CATS2D_05_DA	numeric	5 unique values 0 missing
JGI5	numeric	8 unique values 0 missing
CATS2D_05_DL	numeric	4 unique values 0 missing
MATS4i	numeric	17 unique values 0 missing
CATS2D_05_DN	numeric	3 unique values 0 missing
MATS5e	numeric	17 unique values 0 missing
CATS2D_05_LL	numeric	2 unique values 0 missing
MATS5s	numeric	16 unique values 0 missing
CATS2D_05_NL	numeric	2 unique values 0 missing
MATS8e	numeric	15 unique values 0 missing
CATS2D_05_PL	numeric	2 unique values 0 missing
MAXDN	numeric	16 unique values 0 missing
CATS2D_06_AA	numeric	3 unique values 0 missing
MAXDP	numeric	17 unique values 0 missing
CATS2D_06_AL	numeric	5 unique values 0 missing
MLOGP	numeric	17 unique values 0 missing
CATS2D_06_AN	numeric	3 unique values 0 missing
MLOGP2	numeric	17 unique values 0 missing
CATS2D_06_AP	numeric	3 unique values 0 missing
MPC02	numeric	10 unique values 0 missing
CATS2D_06_DA	numeric	5 unique values 0 missing
MPC03	numeric	12 unique values 0 missing
CATS2D_06_DD	numeric	4 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

582

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

581

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

DecisionStumpErrRate

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

MaxKurtosisOfNumericAtts

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-11.28

Minimum of means among attributes of the numeric type.

Quartile2MutualInformation

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

REPTreeDepth3ErrRate

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

DecisionStumpKappa

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

MaxMeansOfNumericAtts

2344.94

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

Quartile2SkewnessOfNumericAtts

1.33

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

REPTreeDepth3Kappa

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

RandomTreeDepth1AUC

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

Dimensionality

34.24

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

0.55

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

-2.93

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

2.52

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

-0.3

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

2917.22

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

PercentageOfNumericFeatures

99.83

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

12.17

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

0.17

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

1.74

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

1.74

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

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

35.19

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

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

Quartile1KurtosisOfNumericAtts

-0.07

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.31

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

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

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

1.21

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_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

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_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

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

0.9

First quartile of skewness among attributes of the numeric type.

REPTreeDepth1Kappa

Kappa coefficient 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

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

1.31

Mean skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.32

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

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

kNN1NErrRate

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

18.85

Mean standard deviation of attributes of the numeric type.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

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

kNN1NKappa

Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2KurtosisOfNumericAtts

1.06

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

REPTreeDepth2Kappa

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

ClassEntropy