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-CHEMBL4959

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: CHEMBL4959 (TID: 11168), and it has 62 rows and 497 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.

499 features

pXC50 (target)	numeric	41 unique values 0 missing
molecule_id (row identifier)	nominal	62 unique values 0 missing
Eig12_EA.ri.	numeric	53 unique values 0 missing
Eig05_EA.bo.	numeric	37 unique values 0 missing
Eig13_AEA.ed.	numeric	34 unique values 0 missing
SM15_AEA.ri.	numeric	37 unique values 0 missing
Eig13_EA	numeric	38 unique values 0 missing
Eig06_AEA.bo.	numeric	45 unique values 0 missing
Eig13_EA.ed.	numeric	40 unique values 0 missing
Eig06_EA.bo.	numeric	43 unique values 0 missing
Eig14_AEA.bo.	numeric	33 unique values 0 missing
Eig11_AEA.dm.	numeric	35 unique values 0 missing
Eig14_AEA.ri.	numeric	37 unique values 0 missing
Eta_betaP	numeric	21 unique values 0 missing
Eig14_EA	numeric	36 unique values 0 missing
Eta_betaS_A	numeric	33 unique values 0 missing
Eig14_EA.bo.	numeric	33 unique values 0 missing
Vindex	numeric	39 unique values 0 missing
Eig14_EA.dm.	numeric	17 unique values 0 missing
X0Av	numeric	38 unique values 0 missing
Eig14_EA.ed.	numeric	36 unique values 0 missing
SpMin5_Bh.e.	numeric	30 unique values 0 missing
Eig14_EA.ri.	numeric	38 unique values 0 missing
SpMin5_Bh.i.	numeric	30 unique values 0 missing
Eig15_AEA.dm.	numeric	31 unique values 0 missing
Eig01_EA.dm.	numeric	18 unique values 0 missing
Eta_alpha	numeric	49 unique values 0 missing
Eta_beta	numeric	47 unique values 0 missing
Eta_B	numeric	42 unique values 0 missing
SM04_EA.bo.	numeric	52 unique values 0 missing
Eta_C	numeric	60 unique values 0 missing
SM10_EA.dm.	numeric	32 unique values 0 missing
Eta_epsi	numeric	48 unique values 0 missing
SM12_EA.dm.	numeric	30 unique values 0 missing
Eta_L	numeric	59 unique values 0 missing
SM14_EA.dm.	numeric	30 unique values 0 missing
GATS1i	numeric	51 unique values 0 missing
SpMax_EA.dm.	numeric	18 unique values 0 missing
GATS2p	numeric	50 unique values 0 missing
ZM1Kup	numeric	54 unique values 0 missing
GGI3	numeric	35 unique values 0 missing
ZM1Per	numeric	60 unique values 0 missing
GGI5	numeric	49 unique values 0 missing
ZM2Kup	numeric	59 unique values 0 missing
GGI8	numeric	43 unique values 0 missing
ZM2MulPer	numeric	60 unique values 0 missing
H.050	numeric	21 unique values 0 missing
ZM2V	numeric	57 unique values 0 missing
H.052	numeric	20 unique values 0 missing
Eta_alpha_A	numeric	30 unique values 0 missing
HDcpx	numeric	39 unique values 0 missing
SM05_EA.dm.	numeric	24 unique values 0 missing
IDDM	numeric	47 unique values 0 missing
SM06_EA.dm.	numeric	35 unique values 0 missing
IDM	numeric	49 unique values 0 missing
SM07_EA.dm.	numeric	25 unique values 0 missing
ISIZ	numeric	39 unique values 0 missing
SM08_EA.dm.	numeric	31 unique values 0 missing
MPC01	numeric	30 unique values 0 missing
SM09_EA.dm.	numeric	25 unique values 0 missing
MPC02	numeric	36 unique values 0 missing
SM11_EA.dm.	numeric	24 unique values 0 missing
MWC01	numeric	30 unique values 0 missing
SpMax2_Bh.s.	numeric	14 unique values 0 missing
MWC02	numeric	40 unique values 0 missing
CSI	numeric	50 unique values 0 missing
N.072	numeric	11 unique values 0 missing
ECC	numeric	49 unique values 0 missing
nAT	numeric	39 unique values 0 missing
Eta_F	numeric	60 unique values 0 missing
nBO	numeric	30 unique values 0 missing
IC1	numeric	53 unique values 0 missing
nBT	numeric	39 unique values 0 missing
nO	numeric	17 unique values 0 missing
nC	numeric	26 unique values 0 missing
O.	numeric	33 unique values 0 missing
nCs	numeric	21 unique values 0 missing
P_VSA_e_5	numeric	25 unique values 0 missing
NdssC	numeric	13 unique values 0 missing
P_VSA_m_3	numeric	26 unique values 0 missing
nHDon	numeric	21 unique values 0 missing
SMTIV	numeric	60 unique values 0 missing
nR05	numeric	5 unique values 0 missing
ATS2s	numeric	60 unique values 0 missing
nRCONHR	numeric	12 unique values 0 missing
ZM2Per	numeric	60 unique values 0 missing
nSK	numeric	28 unique values 0 missing
BIC5	numeric	43 unique values 0 missing
NssNH	numeric	13 unique values 0 missing
MATS7i	numeric	53 unique values 0 missing
O.058	numeric	12 unique values 0 missing
SIC5	numeric	48 unique values 0 missing
ON0	numeric	43 unique values 0 missing
Psi_i_s	numeric	53 unique values 0 missing
ON0V	numeric	53 unique values 0 missing
ZM1V	numeric	54 unique values 0 missing
ON1V	numeric	59 unique values 0 missing
SaasC	numeric	60 unique values 0 missing
PCD	numeric	44 unique values 0 missing
SpMax5_Bh.v.	numeric	37 unique values 0 missing
PCR	numeric	38 unique values 0 missing
ATS1s	numeric	54 unique values 0 missing
PHI	numeric	52 unique values 0 missing
ALOGP	numeric	55 unique values 0 missing
Psi_e_0	numeric	56 unique values 0 missing
ATSC3e	numeric	57 unique values 0 missing
Psi_e_1	numeric	57 unique values 0 missing
ATSC3s	numeric	60 unique values 0 missing
Psi_i_0	numeric	54 unique values 0 missing
ATSC5e	numeric	58 unique values 0 missing
Psi_i_1	numeric	59 unique values 0 missing
ATSC6e	numeric	59 unique values 0 missing
P_VSA_e_2	numeric	53 unique values 0 missing
BAC	numeric	34 unique values 0 missing
P_VSA_i_3	numeric	49 unique values 0 missing
C.	numeric	37 unique values 0 missing
P_VSA_LogP_4	numeric	21 unique values 0 missing
CATS2D_03_DD	numeric	13 unique values 0 missing
P_VSA_m_2	numeric	53 unique values 0 missing
CATS2D_03_DL	numeric	24 unique values 0 missing
P_VSA_MR_1	numeric	33 unique values 0 missing
CATS2D_05_AA	numeric	11 unique values 0 missing
P_VSA_MR_2	numeric	35 unique values 0 missing
CATS2D_06_DD	numeric	13 unique values 0 missing
P_VSA_MR_5	numeric	41 unique values 0 missing
CATS2D_08_DD	numeric	9 unique values 0 missing
P_VSA_s_5	numeric	14 unique values 0 missing
CATS2D_09_DA	numeric	14 unique values 0 missing
Ram	numeric	20 unique values 0 missing
CATS2D_09_DD	numeric	12 unique values 0 missing
RBF	numeric	40 unique values 0 missing
Eig06_AEA.ed.	numeric	39 unique values 0 missing
RBN	numeric	22 unique values 0 missing
Eig06_AEA.ri.	numeric	45 unique values 0 missing
RDSQ	numeric	51 unique values 0 missing
Eig06_EA	numeric	46 unique values 0 missing
S1K	numeric	48 unique values 0 missing
Eig06_EA.ed.	numeric	48 unique values 0 missing
S2K	numeric	51 unique values 0 missing
Eig06_EA.ri.	numeric	48 unique values 0 missing
S3K	numeric	55 unique values 0 missing
Eig08_EA.dm.	numeric	15 unique values 0 missing
SAtot	numeric	54 unique values 0 missing
Eig09_EA.dm.	numeric	17 unique values 0 missing
Se	numeric	50 unique values 0 missing
Eig11_EA.dm.	numeric	15 unique values 0 missing
Si	numeric	50 unique values 0 missing
Eig13_EA.dm.	numeric	16 unique values 0 missing
SM02_AEA.dm.	numeric	43 unique values 0 missing
Eig15_EA.dm.	numeric	16 unique values 0 missing
SM02_AEA.ri.	numeric	44 unique values 0 missing
GATS2i	numeric	50 unique values 0 missing
SM02_EA	numeric	36 unique values 0 missing
GGI10	numeric	47 unique values 0 missing
SM02_EA.ri.	numeric	54 unique values 0 missing
MCD	numeric	34 unique values 0 missing
SM03_AEA.ri.	numeric	48 unique values 0 missing
Mi	numeric	19 unique values 0 missing
SM03_EA	numeric	24 unique values 0 missing
MLOGP	numeric	49 unique values 0 missing
SM03_EA.ri.	numeric	44 unique values 0 missing
SM14_AEA.bo.	numeric	46 unique values 0 missing
SM06_AEA.dm.	numeric	47 unique values 0 missing
SM15_AEA.dm.	numeric	48 unique values 0 missing
SM07_AEA.dm.	numeric	38 unique values 0 missing
SpMin5_Bh.s.	numeric	33 unique values 0 missing
SM07_AEA.ri.	numeric	46 unique values 0 missing
SpMin6_Bh.s.	numeric	43 unique values 0 missing
SM08_AEA.dm.	numeric	36 unique values 0 missing
TIE	numeric	60 unique values 0 missing
SM08_AEA.ri.	numeric	40 unique values 0 missing
Uindex	numeric	51 unique values 0 missing
SM09_AEA.ri.	numeric	36 unique values 0 missing
D.Dtr05	numeric	49 unique values 0 missing
SM15_AEA.bo.	numeric	36 unique values 0 missing
MDDD	numeric	51 unique values 0 missing
Sp	numeric	50 unique values 0 missing
SM05_EA.bo.	numeric	50 unique values 0 missing
SpAD_AEA.bo.	numeric	53 unique values 0 missing
ATSC8e	numeric	58 unique values 0 missing
SpAD_AEA.dm.	numeric	57 unique values 0 missing
AMW	numeric	48 unique values 0 missing
SpAD_AEA.ri.	numeric	60 unique values 0 missing
GATS6i	numeric	55 unique values 0 missing
SpAD_EA	numeric	51 unique values 0 missing
MATS6i	numeric	48 unique values 0 missing
SpAD_EA.ri.	numeric	60 unique values 0 missing
Chi0_EA.dm.	numeric	56 unique values 0 missing
SPI	numeric	51 unique values 0 missing
XMOD	numeric	58 unique values 0 missing
SpMax6_Bh.i.	numeric	39 unique values 0 missing
MATS6p	numeric	50 unique values 0 missing
SpMax6_Bh.p.	numeric	36 unique values 0 missing
JGI10	numeric	6 unique values 0 missing
SpMax6_Bh.v.	numeric	40 unique values 0 missing
CATS2D_03_PL	numeric	6 unique values 0 missing
SpMax7_Bh.p.	numeric	39 unique values 0 missing
CATS2D_07_AA	numeric	4 unique values 0 missing
SpMax7_Bh.v.	numeric	46 unique values 0 missing
GMTI	numeric	51 unique values 0 missing
SpMax8_Bh.e.	numeric	49 unique values 0 missing
IDET	numeric	51 unique values 0 missing
SpMax8_Bh.i.	numeric	44 unique values 0 missing
IDMT	numeric	51 unique values 0 missing
SpMax8_Bh.m.	numeric	44 unique values 0 missing
piPC01	numeric	33 unique values 0 missing
SpMax8_Bh.v.	numeric	49 unique values 0 missing
SCBO	numeric	33 unique values 0 missing
SpMaxA_AEA.bo.	numeric	33 unique values 0 missing
SMTI	numeric	51 unique values 0 missing
SpMaxA_AEA.dm.	numeric	33 unique values 0 missing
UNIP	numeric	46 unique values 0 missing
SpMaxA_AEA.ed.	numeric	33 unique values 0 missing
SpMax5_Bh.s.	numeric	38 unique values 0 missing
SpMaxA_AEA.ri.	numeric	34 unique values 0 missing
SpMax5_Bh.e.	numeric	37 unique values 0 missing
SpMaxA_EA	numeric	35 unique values 0 missing
SpMax5_Bh.i.	numeric	37 unique values 0 missing
SpMaxA_EA.bo.	numeric	30 unique values 0 missing
SpMax5_Bh.p.	numeric	30 unique values 0 missing
SpMaxA_EA.ed.	numeric	37 unique values 0 missing
BIC4	numeric	44 unique values 0 missing
SpMaxA_EA.ri.	numeric	31 unique values 0 missing
SM06_AEA.ed.	numeric	48 unique values 0 missing
SpMin6_Bh.e.	numeric	42 unique values 0 missing
MATS2i	numeric	44 unique values 0 missing
SpMin6_Bh.i.	numeric	39 unique values 0 missing
SpMin1_Bh.e.	numeric	21 unique values 0 missing
SpMin6_Bh.v.	numeric	43 unique values 0 missing
Eta_epsi_A	numeric	42 unique values 0 missing
SpMin7_Bh.e.	numeric	43 unique values 0 missing
D.Dtr09	numeric	44 unique values 0 missing
SpMin7_Bh.i.	numeric	46 unique values 0 missing
SpDiam_EA.dm.	numeric	18 unique values 0 missing
SpMin7_Bh.p.	numeric	48 unique values 0 missing
Yindex	numeric	49 unique values 0 missing
SpMin7_Bh.v.	numeric	44 unique values 0 missing
GATS7i	numeric	50 unique values 0 missing
SpMin8_Bh.s.	numeric	28 unique values 0 missing
ATS4s	numeric	60 unique values 0 missing
SpMin8_Bh.v.	numeric	51 unique values 0 missing
CENT	numeric	50 unique values 0 missing
SRW02	numeric	30 unique values 0 missing
Chi0_AEA.bo.	numeric	48 unique values 0 missing
SRW04	numeric	38 unique values 0 missing
Chi0_AEA.dm.	numeric	48 unique values 0 missing
SRW05	numeric	5 unique values 0 missing
Chi0_AEA.ed.	numeric	48 unique values 0 missing
SRW07	numeric	7 unique values 0 missing
Chi0_AEA.ri.	numeric	48 unique values 0 missing
SRW09	numeric	9 unique values 0 missing
Chi0_EA	numeric	48 unique values 0 missing
SssNH	numeric	58 unique values 0 missing
Chi0_EA.ed.	numeric	51 unique values 0 missing
SsssCH	numeric	42 unique values 0 missing
Chi0_EA.ri.	numeric	58 unique values 0 missing
Sv	numeric	50 unique values 0 missing
Dz	numeric	48 unique values 0 missing
TIC1	numeric	55 unique values 0 missing
Eig06_AEA.dm.	numeric	47 unique values 0 missing
TIC2	numeric	59 unique values 0 missing
Eig13_AEA.bo.	numeric	40 unique values 0 missing
TIC3	numeric	56 unique values 0 missing
Eig13_EA.bo.	numeric	37 unique values 0 missing
TIC4	numeric	56 unique values 0 missing
Eig14_AEA.dm.	numeric	40 unique values 0 missing
TIC5	numeric	55 unique values 0 missing
ON1	numeric	46 unique values 0 missing
VvdwMG	numeric	51 unique values 0 missing
P_VSA_s_3	numeric	44 unique values 0 missing
VvdwZAZ	numeric	51 unique values 0 missing
RDCHI	numeric	51 unique values 0 missing
Vx	numeric	51 unique values 0 missing
SM02_AEA.bo.	numeric	45 unique values 0 missing
Wap	numeric	48 unique values 0 missing
SNar	numeric	42 unique values 0 missing
X0	numeric	43 unique values 0 missing
Xt	numeric	35 unique values 0 missing
X0sol	numeric	45 unique values 0 missing
IC4	numeric	56 unique values 0 missing
X0v	numeric	54 unique values 0 missing
AMR	numeric	55 unique values 0 missing
X1Kup	numeric	59 unique values 0 missing
ARR	numeric	31 unique values 0 missing
X1Mad	numeric	58 unique values 0 missing
ATS1e	numeric	51 unique values 0 missing
X1MulPer	numeric	60 unique values 0 missing
ATS1i	numeric	49 unique values 0 missing
X1Per	numeric	59 unique values 0 missing
ATS1p	numeric	50 unique values 0 missing
X1v	numeric	59 unique values 0 missing
ATS1v	numeric	51 unique values 0 missing
X2	numeric	51 unique values 0 missing
ATS2e	numeric	51 unique values 0 missing
X2sol	numeric	53 unique values 0 missing
ATS2i	numeric	49 unique values 0 missing
X2v	numeric	60 unique values 0 missing
ATS2p	numeric	53 unique values 0 missing
X3v	numeric	60 unique values 0 missing
ATS2v	numeric	52 unique values 0 missing
X4v	numeric	59 unique values 0 missing
ATS3e	numeric	51 unique values 0 missing
X5v	numeric	58 unique values 0 missing
ATS3i	numeric	53 unique values 0 missing
ZM1	numeric	40 unique values 0 missing
ATS3m	numeric	55 unique values 0 missing
ZM1Mad	numeric	54 unique values 0 missing
ATS3p	numeric	57 unique values 0 missing
GATS5e	numeric	57 unique values 0 missing
ATS3s	numeric	56 unique values 0 missing
nBM	numeric	14 unique values 0 missing
ATS3v	numeric	58 unique values 0 missing
Uc	numeric	14 unique values 0 missing
ATS4e	numeric	57 unique values 0 missing
ATS1m	numeric	50 unique values 0 missing
ATS4i	numeric	57 unique values 0 missing
ATSC5s	numeric	60 unique values 0 missing
ATS4m	numeric	56 unique values 0 missing
Chi0_EA.bo.	numeric	52 unique values 0 missing
ATS4p	numeric	59 unique values 0 missing
CID	numeric	43 unique values 0 missing
ATS4v	numeric	60 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
ATS5e	numeric	59 unique values 0 missing
Eig05_EA.dm.	numeric	22 unique values 0 missing
ATS5i	numeric	57 unique values 0 missing
Eig06_EA.dm.	numeric	18 unique values 0 missing
ATS5m	numeric	56 unique values 0 missing
Eig07_EA.dm.	numeric	18 unique values 0 missing
ATS5p	numeric	56 unique values 0 missing
Eig09_AEA.bo.	numeric	38 unique values 0 missing
ATS5s	numeric	60 unique values 0 missing
Eig09_EA.bo.	numeric	32 unique values 0 missing
ATS5v	numeric	57 unique values 0 missing
Eig11_EA	numeric	38 unique values 0 missing
ATS6e	numeric	57 unique values 0 missing
Eig11_EA.ed.	numeric	46 unique values 0 missing
ATS6i	numeric	58 unique values 0 missing
Eig12_AEA.dm.	numeric	37 unique values 0 missing
ATS6m	numeric	54 unique values 0 missing
Eig13_AEA.dm.	numeric	30 unique values 0 missing
ATS6p	numeric	58 unique values 0 missing
Eig13_AEA.ri.	numeric	42 unique values 0 missing
ATS6s	numeric	52 unique values 0 missing
Eig13_EA.ri.	numeric	41 unique values 0 missing
ATS6v	numeric	58 unique values 0 missing
Eig15_AEA.ri.	numeric	29 unique values 0 missing
ATS7e	numeric	58 unique values 0 missing
Eig15_EA	numeric	29 unique values 0 missing
ATS7i	numeric	58 unique values 0 missing
Eig15_EA.ed.	numeric	33 unique values 0 missing
ATS7m	numeric	57 unique values 0 missing
Eig15_EA.ri.	numeric	32 unique values 0 missing
ATS7p	numeric	58 unique values 0 missing
IAC	numeric	50 unique values 0 missing
ATS7s	numeric	57 unique values 0 missing
IVDM	numeric	43 unique values 0 missing
ATS7v	numeric	60 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
ATS8e	numeric	57 unique values 0 missing
LPRS	numeric	51 unique values 0 missing
ATS8i	numeric	57 unique values 0 missing
MW	numeric	50 unique values 0 missing
ATS8m	numeric	58 unique values 0 missing
SAdon	numeric	24 unique values 0 missing
ATS8p	numeric	59 unique values 0 missing
SM05_AEA.dm.	numeric	38 unique values 0 missing
ATS8v	numeric	57 unique values 0 missing
SM06_AEA.ri.	numeric	46 unique values 0 missing
ATSC1i	numeric	50 unique values 0 missing
SM09_AEA.dm.	numeric	29 unique values 0 missing
ATSC1p	numeric	52 unique values 0 missing
SM10_AEA.ri.	numeric	33 unique values 0 missing
ATSC1s	numeric	58 unique values 0 missing
SpAD_AEA.ed.	numeric	51 unique values 0 missing
ATSC2i	numeric	54 unique values 0 missing
SpMax7_Bh.m.	numeric	38 unique values 0 missing
ATSC2p	numeric	54 unique values 0 missing
SpMin8_Bh.p.	numeric	51 unique values 0 missing
ATSC3i	numeric	57 unique values 0 missing
TIC0	numeric	50 unique values 0 missing
ATSC3m	numeric	58 unique values 0 missing
X1	numeric	48 unique values 0 missing
ATSC3p	numeric	58 unique values 0 missing
X1sol	numeric	50 unique values 0 missing
ATSC3v	numeric	59 unique values 0 missing
Xu	numeric	51 unique values 0 missing
ATSC4i	numeric	60 unique values 0 missing
Eig04_AEA.dm.	numeric	37 unique values 0 missing
ATSC4m	numeric	59 unique values 0 missing
piPC03	numeric	43 unique values 0 missing
ATSC4p	numeric	60 unique values 0 missing
Eig09_EA.ed.	numeric	49 unique values 0 missing
ATSC4v	numeric	60 unique values 0 missing
SM04_AEA.ri.	numeric	49 unique values 0 missing
ATSC5i	numeric	59 unique values 0 missing
Eig15_AEA.ed.	numeric	38 unique values 0 missing
ATSC5m	numeric	60 unique values 0 missing
GGI2	numeric	30 unique values 0 missing
ATSC5p	numeric	60 unique values 0 missing
SpAD_EA.bo.	numeric	53 unique values 0 missing
ATSC5v	numeric	60 unique values 0 missing
SpMax7_Bh.e.	numeric	38 unique values 0 missing
ATSC6i	numeric	60 unique values 0 missing
SpMax7_Bh.i.	numeric	39 unique values 0 missing
ATSC6m	numeric	60 unique values 0 missing
X3sol	numeric	52 unique values 0 missing
ATSC6p	numeric	59 unique values 0 missing
HNar	numeric	40 unique values 0 missing
ATSC6s	numeric	60 unique values 0 missing
X0A	numeric	28 unique values 0 missing
ATSC6v	numeric	60 unique values 0 missing
Me	numeric	28 unique values 0 missing
ATSC7e	numeric	59 unique values 0 missing
SM07_AEA.ed.	numeric	49 unique values 0 missing
ATSC7i	numeric	60 unique values 0 missing
SM07_EA	numeric	47 unique values 0 missing
ATSC7p	numeric	60 unique values 0 missing
SpMin4_Bh.v.	numeric	40 unique values 0 missing
ATSC7s	numeric	60 unique values 0 missing
SpMax5_Bh.m.	numeric	40 unique values 0 missing
ATSC7v	numeric	60 unique values 0 missing
MATS4e	numeric	52 unique values 0 missing
ATSC8i	numeric	60 unique values 0 missing
N.	numeric	35 unique values 0 missing
ATSC8m	numeric	60 unique values 0 missing
IC3	numeric	56 unique values 0 missing
ATSC8p	numeric	60 unique values 0 missing
nN	numeric	18 unique values 0 missing
ATSC8v	numeric	60 unique values 0 missing
P_VSA_e_3	numeric	25 unique values 0 missing
BBI	numeric	36 unique values 0 missing
P_VSA_i_4	numeric	27 unique values 0 missing
BID	numeric	30 unique values 0 missing
GATS7e	numeric	56 unique values 0 missing
C.040	numeric	12 unique values 0 missing
GATS7s	numeric	58 unique values 0 missing
C.042	numeric	3 unique values 0 missing
SpMin5_Bh.v.	numeric	33 unique values 0 missing
CATS2D_02_DA	numeric	14 unique values 0 missing
P_VSA_MR_7	numeric	10 unique values 0 missing
CATS2D_03_DA	numeric	11 unique values 0 missing
P_VSA_p_3	numeric	53 unique values 0 missing
CATS2D_06_DA	numeric	14 unique values 0 missing
P_VSA_v_3	numeric	53 unique values 0 missing
CATS2D_08_DL	numeric	23 unique values 0 missing
SpMin4_Bh.i.	numeric	42 unique values 0 missing
CATS2D_09_AL	numeric	24 unique values 0 missing
MATS5s	numeric	52 unique values 0 missing
Chi1_EA.bo.	numeric	53 unique values 0 missing
Eig03_AEA.dm.	numeric	37 unique values 0 missing
DBI	numeric	33 unique values 0 missing
C.033	numeric	4 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
CATS2D_00_DD	numeric	10 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
CATS2D_00_DP	numeric	10 unique values 0 missing
Eig04_EA.dm.	numeric	26 unique values 0 missing
CATS2D_00_PP	numeric	10 unique values 0 missing
Eig07_AEA.bo.	numeric	42 unique values 0 missing
CATS2D_02_AP	numeric	7 unique values 0 missing
Eig07_AEA.dm.	numeric	46 unique values 0 missing
CATS2D_02_DL	numeric	17 unique values 0 missing
Eig07_AEA.ri.	numeric	38 unique values 0 missing
CATS2D_05_AP	numeric	4 unique values 0 missing
Eig07_EA	numeric	36 unique values 0 missing
CATS2D_05_DD	numeric	6 unique values 0 missing
Eig07_EA.ed.	numeric	44 unique values 0 missing
CATS2D_06_DP	numeric	5 unique values 0 missing
Eig07_EA.ri.	numeric	38 unique values 0 missing
CATS2D_08_AL	numeric	22 unique values 0 missing
Eig08_AEA.bo.	numeric	32 unique values 0 missing
CATS2D_08_AP	numeric	6 unique values 0 missing
Eig08_AEA.ed.	numeric	48 unique values 0 missing
H.048	numeric	4 unique values 0 missing
Eig08_AEA.ri.	numeric	45 unique values 0 missing
N.073	numeric	4 unique values 0 missing
Eig08_EA	numeric	43 unique values 0 missing
NaaNH	numeric	4 unique values 0 missing
Eig08_EA.ed.	numeric	48 unique values 0 missing
NsNH2	numeric	10 unique values 0 missing
Eig08_EA.ri.	numeric	43 unique values 0 missing
SsNH2	numeric	21 unique values 0 missing
Eig10_AEA.bo.	numeric	42 unique values 0 missing
MAXDN	numeric	54 unique values 0 missing
Eig10_AEA.ri.	numeric	41 unique values 0 missing
Eig10_EA.bo.	numeric	49 unique values 0 missing
Eig10_EA.dm.	numeric	16 unique values 0 missing
Eig10_EA.ri.	numeric	42 unique values 0 missing
Eig11_AEA.bo.	numeric	45 unique values 0 missing
Eig11_AEA.ed.	numeric	43 unique values 0 missing
Eig11_AEA.ri.	numeric	38 unique values 0 missing
Eig11_EA.bo.	numeric	47 unique values 0 missing
Eig11_EA.ri.	numeric	39 unique values 0 missing
Eig12_AEA.ed.	numeric	39 unique values 0 missing
Eig12_AEA.ri.	numeric	49 unique values 0 missing
Eig12_EA	numeric	47 unique values 0 missing
Eig12_EA.dm.	numeric	14 unique values 0 missing
Eig12_EA.ed.	numeric	46 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

499

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

498

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

-1.63

Minimum kurtosis among attributes of the numeric type.

Quartile2MeansOfNumericAtts

4.89

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

26.07

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-5.08

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

765893.97

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

Quartile2SkewnessOfNumericAtts

1.18

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

8.05

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

1.13

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

-4.65

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

4.38

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

4.86

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

-0.49

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

2194184.14

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

28.23

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

2.52

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

2.19

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

3867.23

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

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

Quartile1KurtosisOfNumericAtts

0.04

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

19.3

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

2.07

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

0.14

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

1.08

Mean skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.47

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

10572.94

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