OpenML

JavaScript is required to properly view the contents of this page!

Explore
- Data
- Task
- Flow
- Run
- Study
- Task type
- Measure
- People
Help
Blog
Contact
Please cite us

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3592

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes

Issue	#Downvotes for this reason	By

Loading wiki

Help us complete this description Edit

This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3592 (TID: 11230), and it has 65 rows and 492 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.

494 features

pXC50 (target)	numeric	42 unique values 0 missing
molecule_id (row identifier)	nominal	65 unique values 0 missing
Yindex	numeric	38 unique values 0 missing
SpMin4_Bh.s.	numeric	32 unique values 0 missing
AAC	numeric	44 unique values 0 missing
CATS2D_04_LL	numeric	15 unique values 0 missing
AECC	numeric	40 unique values 0 missing
Eta_FL_A	numeric	38 unique values 0 missing
ALOGP	numeric	56 unique values 0 missing
ATS8e	numeric	60 unique values 0 missing
ALOGP2	numeric	57 unique values 0 missing
Eig02_EA.bo.	numeric	22 unique values 0 missing
AMR	numeric	57 unique values 0 missing
Eig03_AEA.bo.	numeric	25 unique values 0 missing
ATS1e	numeric	46 unique values 0 missing
Eig03_EA.bo.	numeric	19 unique values 0 missing
ATS1i	numeric	48 unique values 0 missing
Eig10_AEA.bo.	numeric	38 unique values 0 missing
ATS1m	numeric	49 unique values 0 missing
Eig11_AEA.bo.	numeric	39 unique values 0 missing
ATS1p	numeric	51 unique values 0 missing
Eta_F	numeric	65 unique values 0 missing
ATS1s	numeric	53 unique values 0 missing
Eta_L_A	numeric	38 unique values 0 missing
ATS1v	numeric	49 unique values 0 missing
piPC10	numeric	45 unique values 0 missing
ATS2e	numeric	47 unique values 0 missing
SM12_AEA.ri.	numeric	22 unique values 0 missing
ATS2i	numeric	51 unique values 0 missing
SM13_AEA.ri.	numeric	19 unique values 0 missing
ATS2m	numeric	56 unique values 0 missing
SpMax2_Bh.v.	numeric	28 unique values 0 missing
ATS2p	numeric	56 unique values 0 missing
SpMin1_Bh.m.	numeric	17 unique values 0 missing
ATS2s	numeric	57 unique values 0 missing
C.002	numeric	11 unique values 0 missing
ATS2v	numeric	56 unique values 0 missing
Eig12_EA.bo.	numeric	33 unique values 0 missing
ATS3e	numeric	54 unique values 0 missing
Eta_C_A	numeric	61 unique values 0 missing
ATS3i	numeric	52 unique values 0 missing
Eta_F_A	numeric	59 unique values 0 missing
ATS3m	numeric	59 unique values 0 missing
piPC04	numeric	42 unique values 0 missing
ATS3p	numeric	59 unique values 0 missing
piPC06	numeric	46 unique values 0 missing
ATS3s	numeric	61 unique values 0 missing
SM06_EA.bo.	numeric	47 unique values 0 missing
ATS3v	numeric	52 unique values 0 missing
SM07_EA.bo.	numeric	43 unique values 0 missing
ATS4e	numeric	56 unique values 0 missing
SM08_EA.bo.	numeric	46 unique values 0 missing
ATS4i	numeric	58 unique values 0 missing
SM09_EA.bo.	numeric	42 unique values 0 missing
ATS4m	numeric	61 unique values 0 missing
SM10_EA.bo.	numeric	46 unique values 0 missing
ATS4p	numeric	62 unique values 0 missing
SM11_EA.bo.	numeric	44 unique values 0 missing
ATS4s	numeric	60 unique values 0 missing
SM12_EA.bo.	numeric	45 unique values 0 missing
ATS4v	numeric	60 unique values 0 missing
SM13_EA.bo.	numeric	46 unique values 0 missing
ATS5m	numeric	60 unique values 0 missing
SM14_EA.bo.	numeric	44 unique values 0 missing
ATS5p	numeric	60 unique values 0 missing
SM15_EA.bo.	numeric	45 unique values 0 missing
ATS5s	numeric	62 unique values 0 missing
SpMAD_EA.bo.	numeric	42 unique values 0 missing
ATS5v	numeric	62 unique values 0 missing
SpMin3_Bh.s.	numeric	23 unique values 0 missing
ATS6e	numeric	61 unique values 0 missing
SssCH2	numeric	63 unique values 0 missing
ATS6i	numeric	57 unique values 0 missing
CATS2D_03_LL	numeric	16 unique values 0 missing
ATS6m	numeric	59 unique values 0 missing
CATS2D_02_LL	numeric	16 unique values 0 missing
ATS6p	numeric	56 unique values 0 missing
NdssC	numeric	6 unique values 0 missing
ATS6s	numeric	60 unique values 0 missing
SM03_AEA.bo.	numeric	39 unique values 0 missing
ATS6v	numeric	57 unique values 0 missing
SM04_AEA.bo.	numeric	45 unique values 0 missing
ATS7e	numeric	57 unique values 0 missing
Eta_FL	numeric	60 unique values 0 missing
ATS7i	numeric	60 unique values 0 missing
SpMax2_Bh.i.	numeric	38 unique values 0 missing
ATS7m	numeric	60 unique values 0 missing
Eig14_AEA.ed.	numeric	38 unique values 0 missing
ATS7p	numeric	57 unique values 0 missing
Eta_betaP_A	numeric	33 unique values 0 missing
ATS7s	numeric	61 unique values 0 missing
SM08_AEA.bo.	numeric	47 unique values 0 missing
ATS7v	numeric	60 unique values 0 missing
Eig03_EA.ri.	numeric	26 unique values 0 missing
ATS8m	numeric	60 unique values 0 missing
Eig07_AEA.bo.	numeric	40 unique values 0 missing
ATS8p	numeric	57 unique values 0 missing
Eig07_EA.bo.	numeric	37 unique values 0 missing
ATS8s	numeric	61 unique values 0 missing
Eig11_EA.bo.	numeric	25 unique values 0 missing
ATS8v	numeric	61 unique values 0 missing
Eig15_AEA.ed.	numeric	32 unique values 0 missing
ATSC1e	numeric	40 unique values 0 missing
Eta_beta	numeric	32 unique values 0 missing
ATSC1i	numeric	49 unique values 0 missing
Eta_betaP	numeric	18 unique values 0 missing
ATSC1m	numeric	50 unique values 0 missing
NaasC	numeric	8 unique values 0 missing
ATSC1p	numeric	52 unique values 0 missing
nBM	numeric	15 unique values 0 missing
ATSC1s	numeric	63 unique values 0 missing
NNRS	numeric	4 unique values 0 missing
ATSC1v	numeric	50 unique values 0 missing
piPC02	numeric	33 unique values 0 missing
ATSC2e	numeric	52 unique values 0 missing
piPC03	numeric	43 unique values 0 missing
ATSC2i	numeric	59 unique values 0 missing
P_VSA_m_4	numeric	6 unique values 0 missing
ATSC2m	numeric	59 unique values 0 missing
P_VSA_p_3	numeric	31 unique values 0 missing
ATSC2p	numeric	58 unique values 0 missing
P_VSA_v_3	numeric	31 unique values 0 missing
ATSC2s	numeric	65 unique values 0 missing
SM02_AEA.bo.	numeric	36 unique values 0 missing
ATSC2v	numeric	58 unique values 0 missing
SM02_EA.bo.	numeric	33 unique values 0 missing
ATSC3e	numeric	58 unique values 0 missing
SM04_EA.bo.	numeric	46 unique values 0 missing
ATSC3i	numeric	60 unique values 0 missing
SM05_AEA.bo.	numeric	45 unique values 0 missing
ATSC3m	numeric	63 unique values 0 missing
SM06_AEA.bo.	numeric	42 unique values 0 missing
ATSC3p	numeric	63 unique values 0 missing
SM07_AEA.bo.	numeric	48 unique values 0 missing
ATSC3s	numeric	65 unique values 0 missing
SpAD_EA.bo.	numeric	48 unique values 0 missing
ATSC3v	numeric	62 unique values 0 missing
SpMax1_Bh.m.	numeric	42 unique values 0 missing
ATSC4e	numeric	60 unique values 0 missing
SpMax2_Bh.e.	numeric	39 unique values 0 missing
ATSC4i	numeric	62 unique values 0 missing
SpMax2_Bh.m.	numeric	38 unique values 0 missing
ATSC4m	numeric	65 unique values 0 missing
SpMax3_Bh.p.	numeric	38 unique values 0 missing
ATSC4p	numeric	65 unique values 0 missing
Uc	numeric	15 unique values 0 missing
ATSC4s	numeric	65 unique values 0 missing
Ui	numeric	12 unique values 0 missing
ATSC4v	numeric	65 unique values 0 missing
P_VSA_s_5	numeric	7 unique values 0 missing
ATSC5e	numeric	61 unique values 0 missing
ARR	numeric	19 unique values 0 missing
ATSC5i	numeric	61 unique values 0 missing
ATS5e	numeric	60 unique values 0 missing
ATSC5m	numeric	64 unique values 0 missing
BIC1	numeric	43 unique values 0 missing
ATSC5p	numeric	64 unique values 0 missing
C.022	numeric	5 unique values 0 missing
ATSC5s	numeric	64 unique values 0 missing
CATS2D_05_LL	numeric	14 unique values 0 missing
ATSC5v	numeric	64 unique values 0 missing
CATS2D_06_LL	numeric	15 unique values 0 missing
ATSC6e	numeric	57 unique values 0 missing
CIC1	numeric	54 unique values 0 missing
ATSC6i	numeric	62 unique values 0 missing
Eig01_EA.bo.	numeric	35 unique values 0 missing
ATSC6m	numeric	64 unique values 0 missing
Eig06_AEA.bo.	numeric	33 unique values 0 missing
ATSC6p	numeric	64 unique values 0 missing
Eig12_AEA.bo.	numeric	36 unique values 0 missing
ATSC6s	numeric	64 unique values 0 missing
Eig12_EA.ed.	numeric	34 unique values 0 missing
ATSC6v	numeric	64 unique values 0 missing
Eta_beta_A	numeric	40 unique values 0 missing
ATSC7i	numeric	63 unique values 0 missing
GATS1v	numeric	48 unique values 0 missing
ATSC7m	numeric	64 unique values 0 missing
H.046	numeric	12 unique values 0 missing
ATSC7p	numeric	64 unique values 0 missing
H.047	numeric	15 unique values 0 missing
ATSC7s	numeric	64 unique values 0 missing
MATS1m	numeric	44 unique values 0 missing
ATSC7v	numeric	64 unique values 0 missing
Mv	numeric	34 unique values 0 missing
ATSC8e	numeric	55 unique values 0 missing
NaaCH	numeric	9 unique values 0 missing
ATSC8i	numeric	59 unique values 0 missing
nAB	numeric	7 unique values 0 missing
ATSC8m	numeric	63 unique values 0 missing
nCar	numeric	9 unique values 0 missing
ATSC8p	numeric	61 unique values 0 missing
nCs	numeric	9 unique values 0 missing
ATSC8s	numeric	63 unique values 0 missing
nCsp	numeric	5 unique values 0 missing
ATSC8v	numeric	63 unique values 0 missing
nCsp3	numeric	12 unique values 0 missing
BAC	numeric	21 unique values 0 missing
nR.C.	numeric	4 unique values 0 missing
BBI	numeric	19 unique values 0 missing
nTB	numeric	3 unique values 0 missing
BIC0	numeric	40 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
BIC2	numeric	46 unique values 0 missing
PCD	numeric	46 unique values 0 missing
BIC5	numeric	35 unique values 0 missing
PCR	numeric	40 unique values 0 missing
BID	numeric	20 unique values 0 missing
piID	numeric	45 unique values 0 missing
BLI	numeric	57 unique values 0 missing
piPC01	numeric	26 unique values 0 missing
BLTA96	numeric	48 unique values 0 missing
piPC05	numeric	45 unique values 0 missing
BLTD48	numeric	47 unique values 0 missing
piPC07	numeric	45 unique values 0 missing
BLTF96	numeric	48 unique values 0 missing
P_VSA_LogP_6	numeric	14 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
SaaCH	numeric	56 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
SCBO	numeric	26 unique values 0 missing
C.	numeric	31 unique values 0 missing
SIC1	numeric	41 unique values 0 missing
C.001	numeric	6 unique values 0 missing
SM05_EA.bo.	numeric	36 unique values 0 missing
C.003	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	34 unique values 0 missing
C.004	numeric	2 unique values 0 missing
SM11_AEA.ri.	numeric	35 unique values 0 missing
C.005	numeric	4 unique values 0 missing
SpAD_AEA.bo.	numeric	48 unique values 0 missing
C.007	numeric	2 unique values 0 missing
SpDiam_EA.bo.	numeric	37 unique values 0 missing
C.008	numeric	3 unique values 0 missing
SpMax1_Bh.e.	numeric	50 unique values 0 missing
C.011	numeric	2 unique values 0 missing
SpMax3_Bh.v.	numeric	23 unique values 0 missing
C.013	numeric	2 unique values 0 missing
SpMax4_Bh.m.	numeric	38 unique values 0 missing
C.015	numeric	2 unique values 0 missing
SpMax_EA.bo.	numeric	35 unique values 0 missing
C.016	numeric	6 unique values 0 missing
SpMin2_Bh.s.	numeric	29 unique values 0 missing
C.021	numeric	2 unique values 0 missing
SsssN	numeric	51 unique values 0 missing
C.027	numeric	3 unique values 0 missing
StsC	numeric	43 unique values 0 missing
C.033	numeric	4 unique values 0 missing
SpMax3_Bh.s.	numeric	39 unique values 0 missing
C.034	numeric	3 unique values 0 missing
ATS8i	numeric	57 unique values 0 missing
C.035	numeric	3 unique values 0 missing
MATS6i	numeric	59 unique values 0 missing
C.037	numeric	2 unique values 0 missing
ZM2Mad	numeric	60 unique values 0 missing
C.039	numeric	2 unique values 0 missing
BIC3	numeric	41 unique values 0 missing
C.040	numeric	3 unique values 0 missing
BIC4	numeric	39 unique values 0 missing
C.044	numeric	2 unique values 0 missing
C.026	numeric	4 unique values 0 missing
CATS2D_00_DD	numeric	2 unique values 0 missing
CIC3	numeric	49 unique values 0 missing
CATS2D_00_DP	numeric	2 unique values 0 missing
Eig03_AEA.ri.	numeric	29 unique values 0 missing
CATS2D_00_PP	numeric	2 unique values 0 missing
Eig04_EA.ed.	numeric	32 unique values 0 missing
CATS2D_01_AN	numeric	2 unique values 0 missing
Eig08_AEA.bo.	numeric	46 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig08_EA.bo.	numeric	42 unique values 0 missing
CATS2D_01_DA	numeric	2 unique values 0 missing
Eig09_AEA.bo.	numeric	35 unique values 0 missing
CATS2D_01_DN	numeric	2 unique values 0 missing
Eig09_EA.bo.	numeric	37 unique values 0 missing
CATS2D_01_LL	numeric	14 unique values 0 missing
GATS4e	numeric	60 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
IC1	numeric	49 unique values 0 missing
CATS2D_01_PN	numeric	2 unique values 0 missing
LOC	numeric	33 unique values 0 missing
CATS2D_02_AA	numeric	3 unique values 0 missing
MWC08	numeric	41 unique values 0 missing
CATS2D_02_AL	numeric	8 unique values 0 missing
MWC09	numeric	40 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
MWC10	numeric	42 unique values 0 missing
CATS2D_02_AP	numeric	2 unique values 0 missing
nHM	numeric	4 unique values 0 missing
CATS2D_02_DA	numeric	3 unique values 0 missing
NRS	numeric	5 unique values 0 missing
CATS2D_02_DL	numeric	5 unique values 0 missing
piPC08	numeric	45 unique values 0 missing
CATS2D_02_PL	numeric	2 unique values 0 missing
piPC09	numeric	45 unique values 0 missing
CATS2D_03_AA	numeric	3 unique values 0 missing
P_VSA_e_2	numeric	31 unique values 0 missing
CATS2D_03_AL	numeric	12 unique values 0 missing
P_VSA_i_1	numeric	7 unique values 0 missing
CATS2D_03_DA	numeric	2 unique values 0 missing
P_VSA_i_2	numeric	31 unique values 0 missing
CATS2D_03_DL	numeric	4 unique values 0 missing
P_VSA_LogP_5	numeric	21 unique values 0 missing
CATS2D_03_DN	numeric	2 unique values 0 missing
PW4	numeric	29 unique values 0 missing
CATS2D_03_NL	numeric	2 unique values 0 missing
Rperim	numeric	10 unique values 0 missing
CATS2D_03_PL	numeric	3 unique values 0 missing
SaasC	numeric	56 unique values 0 missing
CATS2D_04_AA	numeric	3 unique values 0 missing
Si	numeric	51 unique values 0 missing
CATS2D_04_AL	numeric	12 unique values 0 missing
SIC3	numeric	43 unique values 0 missing
CATS2D_04_DA	numeric	2 unique values 0 missing
SM13_AEA.dm.	numeric	32 unique values 0 missing
CATS2D_04_DD	numeric	2 unique values 0 missing
SpMax2_Bh.p.	numeric	26 unique values 0 missing
CATS2D_04_DL	numeric	6 unique values 0 missing
SpMax3_Bh.m.	numeric	46 unique values 0 missing
CATS2D_04_NL	numeric	2 unique values 0 missing
TWC	numeric	41 unique values 0 missing
CATS2D_04_PL	numeric	4 unique values 0 missing
X2sol	numeric	47 unique values 0 missing
CATS2D_05_AA	numeric	4 unique values 0 missing
X3sol	numeric	47 unique values 0 missing
CATS2D_05_AL	numeric	8 unique values 0 missing
X4sol	numeric	47 unique values 0 missing
CATS2D_05_DA	numeric	2 unique values 0 missing
X5sol	numeric	47 unique values 0 missing
CATS2D_05_DL	numeric	6 unique values 0 missing
Xindex	numeric	37 unique values 0 missing
CATS2D_05_DN	numeric	2 unique values 0 missing
ZM1Kup	numeric	52 unique values 0 missing
CATS2D_05_NL	numeric	4 unique values 0 missing
ZM1Mad	numeric	56 unique values 0 missing
CATS2D_05_PL	numeric	3 unique values 0 missing
ZM1MulPer	numeric	60 unique values 0 missing
CATS2D_06_AA	numeric	3 unique values 0 missing
ZM1Per	numeric	60 unique values 0 missing
CATS2D_06_AL	numeric	10 unique values 0 missing
ZM1V	numeric	41 unique values 0 missing
CATS2D_06_DA	numeric	2 unique values 0 missing
ZM2Kup	numeric	62 unique values 0 missing
CATS2D_06_DD	numeric	2 unique values 0 missing
ZM2MulPer	numeric	60 unique values 0 missing
CATS2D_06_DL	numeric	4 unique values 0 missing
ZM2Per	numeric	60 unique values 0 missing
CATS2D_06_NL	numeric	3 unique values 0 missing
ZM2V	numeric	53 unique values 0 missing
CATS2D_06_PL	numeric	3 unique values 0 missing
MATS7i	numeric	60 unique values 0 missing
CATS2D_07_AA	numeric	3 unique values 0 missing
MATS6v	numeric	60 unique values 0 missing
CATS2D_07_AL	numeric	11 unique values 0 missing
AMW	numeric	50 unique values 0 missing
CATS2D_07_AP	numeric	2 unique values 0 missing
ATS5i	numeric	58 unique values 0 missing
CATS2D_07_DA	numeric	2 unique values 0 missing
ATSC7e	numeric	58 unique values 0 missing
CATS2D_07_DD	numeric	2 unique values 0 missing
C.006	numeric	7 unique values 0 missing
CATS2D_07_DL	numeric	5 unique values 0 missing
C.017	numeric	5 unique values 0 missing
CATS2D_07_DP	numeric	2 unique values 0 missing
C.024	numeric	9 unique values 0 missing
CATS2D_07_LL	numeric	14 unique values 0 missing
C.025	numeric	5 unique values 0 missing
CATS2D_07_NL	numeric	2 unique values 0 missing
CATS2D_08_LL	numeric	13 unique values 0 missing
CATS2D_07_PL	numeric	3 unique values 0 missing
Chi1_AEA.bo.	numeric	41 unique values 0 missing
CATS2D_08_AA	numeric	2 unique values 0 missing
Chi1_AEA.dm.	numeric	41 unique values 0 missing
CATS2D_08_AL	numeric	7 unique values 0 missing
Chi1_AEA.ed.	numeric	41 unique values 0 missing
CATS2D_08_AN	numeric	2 unique values 0 missing
Chi1_AEA.ri.	numeric	41 unique values 0 missing
CATS2D_08_AP	numeric	2 unique values 0 missing
Chi1_EA	numeric	41 unique values 0 missing
CATS2D_08_DA	numeric	2 unique values 0 missing
Chi1_EA.ri.	numeric	60 unique values 0 missing
CATS2D_08_DL	numeric	4 unique values 0 missing
CIC0	numeric	46 unique values 0 missing
CATS2D_08_NL	numeric	3 unique values 0 missing
CIC4	numeric	43 unique values 0 missing
CATS2D_08_PL	numeric	2 unique values 0 missing
Eig02_AEA.bo.	numeric	19 unique values 0 missing
CATS2D_09_AA	numeric	2 unique values 0 missing
Eig02_AEA.ri.	numeric	19 unique values 0 missing
CATS2D_09_AL	numeric	5 unique values 0 missing
Eig02_EA	numeric	18 unique values 0 missing
CATS2D_09_AN	numeric	2 unique values 0 missing
Eig07_EA.ri.	numeric	46 unique values 0 missing
CATS2D_09_AP	numeric	2 unique values 0 missing
Eig10_EA.bo.	numeric	40 unique values 0 missing
CATS2D_09_DA	numeric	2 unique values 0 missing
Eig11_EA.ed.	numeric	29 unique values 0 missing
CATS2D_09_DD	numeric	2 unique values 0 missing
Eig12_AEA.ed.	numeric	30 unique values 0 missing
CATS2D_09_DL	numeric	5 unique values 0 missing
Eig12_AEA.ri.	numeric	43 unique values 0 missing
CATS2D_09_LL	numeric	13 unique values 0 missing
Eig12_EA.ri.	numeric	42 unique values 0 missing
CATS2D_09_NL	numeric	2 unique values 0 missing
Eig13_AEA.bo.	numeric	33 unique values 0 missing
CATS2D_09_PL	numeric	3 unique values 0 missing
Eig13_AEA.ed.	numeric	29 unique values 0 missing
CENT	numeric	40 unique values 0 missing
Eig13_AEA.ri.	numeric	41 unique values 0 missing
Chi0_AEA.bo.	numeric	39 unique values 0 missing
Eig13_EA	numeric	30 unique values 0 missing
Chi0_AEA.dm.	numeric	39 unique values 0 missing
Eig13_EA.bo.	numeric	35 unique values 0 missing
Chi0_AEA.ed.	numeric	39 unique values 0 missing
Eig13_EA.ri.	numeric	45 unique values 0 missing
Chi0_AEA.ri.	numeric	39 unique values 0 missing
Eig14_AEA.bo.	numeric	22 unique values 0 missing
Chi0_EA	numeric	39 unique values 0 missing
Eig14_AEA.ri.	numeric	31 unique values 0 missing
Chi0_EA.bo.	numeric	45 unique values 0 missing
Eig14_EA	numeric	22 unique values 0 missing
Chi0_EA.dm.	numeric	45 unique values 0 missing
Eig14_EA.bo.	numeric	24 unique values 0 missing
Chi0_EA.ed.	numeric	41 unique values 0 missing
Eig14_EA.ed.	numeric	27 unique values 0 missing
Chi0_EA.ri.	numeric	58 unique values 0 missing
Eig14_EA.ri.	numeric	30 unique values 0 missing
Chi1_EA.bo.	numeric	48 unique values 0 missing
Eta_alpha	numeric	41 unique values 0 missing
Chi1_EA.dm.	numeric	47 unique values 0 missing
Eta_betaS	numeric	23 unique values 0 missing
Chi1_EA.ed.	numeric	41 unique values 0 missing
Eta_epsi_A	numeric	38 unique values 0 missing
CIC2	numeric	50 unique values 0 missing
GATS1m	numeric	45 unique values 0 missing
CIC5	numeric	42 unique values 0 missing
H.	numeric	32 unique values 0 missing
CID	numeric	33 unique values 0 missing
HNar	numeric	28 unique values 0 missing
Cl.089	numeric	2 unique values 0 missing
Mp	numeric	38 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
nBnz	numeric	3 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
nCb.	numeric	5 unique values 0 missing
CSI	numeric	42 unique values 0 missing
nCbH	numeric	6 unique values 0 missing
DBI	numeric	23 unique values 0 missing
nDB	numeric	8 unique values 0 missing
D.Dtr03	numeric	3 unique values 0 missing
nH	numeric	22 unique values 0 missing
D.Dtr05	numeric	18 unique values 0 missing
nR.Ct	numeric	5 unique values 0 missing
D.Dtr06	numeric	36 unique values 0 missing
nRNR2	numeric	2 unique values 0 missing
D.Dtr09	numeric	3 unique values 0 missing
NssCH2	numeric	10 unique values 0 missing
D.Dtr10	numeric	3 unique values 0 missing
ON1V	numeric	53 unique values 0 missing
DECC	numeric	38 unique values 0 missing
PDI	numeric	23 unique values 0 missing
DELS	numeric	65 unique values 0 missing
P_VSA_LogP_2	numeric	20 unique values 0 missing
DLS_01	numeric	3 unique values 0 missing
P_VSA_MR_6	numeric	24 unique values 0 missing
DLS_02	numeric	3 unique values 0 missing
P_VSA_s_4	numeric	26 unique values 0 missing
DLS_03	numeric	4 unique values 0 missing
PW2	numeric	28 unique values 0 missing
DLS_04	numeric	5 unique values 0 missing
SdssC	numeric	14 unique values 0 missing
DLS_05	numeric	2 unique values 0 missing
SIC4	numeric	40 unique values 0 missing
DLS_06	numeric	4 unique values 0 missing
SIC5	numeric	40 unique values 0 missing
DLS_07	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	29 unique values 0 missing
SM07_AEA.dm.	numeric	30 unique values 0 missing
SM08_AEA.dm.	numeric	22 unique values 0 missing
SM09_AEA.ri.	numeric	27 unique values 0 missing
SM10_AEA.bo.	numeric	18 unique values 0 missing
SNar	numeric	26 unique values 0 missing
SpMAD_AEA.bo.	numeric	41 unique values 0 missing
SpMAD_AEA.ed.	numeric	37 unique values 0 missing
SpMax1_Bh.p.	numeric	40 unique values 0 missing
SpMax5_Bh.m.	numeric	29 unique values 0 missing
SpMin1_Bh.p.	numeric	23 unique values 0 missing
SpMin1_Bh.v.	numeric	23 unique values 0 missing
SpMin2_Bh.m.	numeric	25 unique values 0 missing
Vindex	numeric	34 unique values 0 missing
X1sol	numeric	43 unique values 0 missing
X3A	numeric	24 unique values 0 missing
X5A	numeric	19 unique values 0 missing
XMOD	numeric	60 unique values 0 missing
Xt	numeric	24 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

494

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

493

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

-2.06

Minimum kurtosis among attributes of the numeric type.

Quartile2MeansOfNumericAtts

3.66

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

-6.31

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

2090.86

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

Quartile2SkewnessOfNumericAtts

-0.34

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

7.6

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

0.39

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

-2.85

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

8.06

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.01

Minimum standard deviation of attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

5.79

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

0.1

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

447.92

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

PercentageOfNumericFeatures

99.8

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

10.85

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

0.2

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

8.59

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

1.48

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

23.88

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

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

Quartile1KurtosisOfNumericAtts

0.85

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.83

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

0.68

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

-0.97

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

0.73

Mean skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.16

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

5.83

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