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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5174

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: CHEMBL5174 (TID: 100781), and it has 57 rows and 440 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.

442 features

pXC50 (target)	numeric	28 unique values 0 missing
molecule_id (row identifier)	nominal	57 unique values 0 missing
C.035	numeric	3 unique values 0 missing
MATS8i	numeric	54 unique values 0 missing
C.040	numeric	6 unique values 0 missing
SaaCH	numeric	55 unique values 0 missing
C.041	numeric	3 unique values 0 missing
C.	numeric	29 unique values 0 missing
C.043	numeric	2 unique values 0 missing
MATS4p	numeric	52 unique values 0 missing
CATS2D_00_DD	numeric	6 unique values 0 missing
Eta_betaP_A	numeric	31 unique values 0 missing
CATS2D_00_DP	numeric	6 unique values 0 missing
SpMax2_Bh.v.	numeric	25 unique values 0 missing
CATS2D_00_PP	numeric	6 unique values 0 missing
C.025	numeric	7 unique values 0 missing
CATS2D_01_AA	numeric	3 unique values 0 missing
ARR	numeric	28 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
P_VSA_s_4	numeric	29 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
JGI9	numeric	9 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
GATS3m	numeric	45 unique values 0 missing
CATS2D_02_AA	numeric	3 unique values 0 missing
ATSC4e	numeric	48 unique values 0 missing
CATS2D_02_AL	numeric	10 unique values 0 missing
NaaCH	numeric	10 unique values 0 missing
CATS2D_02_AP	numeric	4 unique values 0 missing
P_VSA_i_2	numeric	38 unique values 0 missing
CATS2D_02_DA	numeric	7 unique values 0 missing
SpMin3_Bh.e.	numeric	36 unique values 0 missing
CATS2D_02_DD	numeric	4 unique values 0 missing
Eta_betaP	numeric	15 unique values 0 missing
CATS2D_02_DN	numeric	2 unique values 0 missing
nAB	numeric	8 unique values 0 missing
CATS2D_02_DP	numeric	4 unique values 0 missing
nCar	numeric	11 unique values 0 missing
CATS2D_02_NL	numeric	2 unique values 0 missing
PCD	numeric	43 unique values 0 missing
CATS2D_02_PL	numeric	3 unique values 0 missing
piID	numeric	45 unique values 0 missing
CATS2D_02_PP	numeric	3 unique values 0 missing
SpMin3_Bh.i.	numeric	34 unique values 0 missing
CATS2D_03_AA	numeric	5 unique values 0 missing
CATS2D_09_LL	numeric	21 unique values 0 missing
CATS2D_03_AL	numeric	10 unique values 0 missing
P_VSA_MR_5	numeric	32 unique values 0 missing
CATS2D_03_AP	numeric	3 unique values 0 missing
MATS8v	numeric	53 unique values 0 missing
CATS2D_03_DA	numeric	7 unique values 0 missing
Hy	numeric	35 unique values 0 missing
CATS2D_03_DD	numeric	4 unique values 0 missing
BAC	numeric	22 unique values 0 missing
CATS2D_03_DN	numeric	2 unique values 0 missing
D.Dtr06	numeric	38 unique values 0 missing
CATS2D_03_DP	numeric	2 unique values 0 missing
D.Dtr05	numeric	44 unique values 0 missing
CATS2D_03_LL	numeric	18 unique values 0 missing
MATS8m	numeric	53 unique values 0 missing
CATS2D_03_NL	numeric	2 unique values 0 missing
AAC	numeric	39 unique values 0 missing
CATS2D_03_PL	numeric	3 unique values 0 missing
IC0	numeric	39 unique values 0 missing
CATS2D_04_AA	numeric	3 unique values 0 missing
Eta_beta_A	numeric	35 unique values 0 missing
CATS2D_04_AL	numeric	13 unique values 0 missing
Eig04_EA.bo.	numeric	31 unique values 0 missing
CATS2D_04_AN	numeric	3 unique values 0 missing
Eig12_AEA.bo.	numeric	22 unique values 0 missing
CATS2D_04_AP	numeric	2 unique values 0 missing
SM14_AEA.ri.	numeric	31 unique values 0 missing
CATS2D_04_DA	numeric	4 unique values 0 missing
P_VSA_e_2	numeric	39 unique values 0 missing
CATS2D_04_DD	numeric	3 unique values 0 missing
MATS4i	numeric	48 unique values 0 missing
CATS2D_04_DL	numeric	7 unique values 0 missing
GATS7p	numeric	49 unique values 0 missing
CATS2D_04_DN	numeric	2 unique values 0 missing
LOC	numeric	35 unique values 0 missing
CATS2D_04_DP	numeric	2 unique values 0 missing
ATSC2s	numeric	55 unique values 0 missing
CATS2D_04_LL	numeric	14 unique values 0 missing
C.024	numeric	10 unique values 0 missing
CATS2D_05_AA	numeric	8 unique values 0 missing
MCD	numeric	27 unique values 0 missing
CATS2D_05_AL	numeric	9 unique values 0 missing
nBM	numeric	12 unique values 0 missing
CATS2D_05_AN	numeric	3 unique values 0 missing
nCsp2	numeric	10 unique values 0 missing
CATS2D_05_AP	numeric	4 unique values 0 missing
P_VSA_MR_6	numeric	34 unique values 0 missing
CATS2D_05_DA	numeric	7 unique values 0 missing
Uc	numeric	12 unique values 0 missing
CATS2D_05_DD	numeric	3 unique values 0 missing
MATS4v	numeric	52 unique values 0 missing
CATS2D_05_DL	numeric	8 unique values 0 missing
CATS2D_02_DL	numeric	7 unique values 0 missing
CATS2D_05_DN	numeric	2 unique values 0 missing
CATS2D_01_LL	numeric	18 unique values 0 missing
CATS2D_05_DP	numeric	2 unique values 0 missing
CATS2D_02_LL	numeric	20 unique values 0 missing
CATS2D_05_LL	numeric	14 unique values 0 missing
CATS2D_03_DL	numeric	9 unique values 0 missing
CATS2D_05_NL	numeric	2 unique values 0 missing
P_VSA_p_3	numeric	39 unique values 0 missing
CATS2D_05_PL	numeric	4 unique values 0 missing
P_VSA_v_3	numeric	39 unique values 0 missing
CATS2D_06_AA	numeric	5 unique values 0 missing
piPC05	numeric	41 unique values 0 missing
CATS2D_06_AL	numeric	11 unique values 0 missing
IVDE	numeric	31 unique values 0 missing
CATS2D_06_AP	numeric	3 unique values 0 missing
Mi	numeric	29 unique values 0 missing
CATS2D_06_DA	numeric	6 unique values 0 missing
MATS7p	numeric	48 unique values 0 missing
CATS2D_06_DD	numeric	6 unique values 0 missing
MATS7i	numeric	52 unique values 0 missing
CATS2D_06_DL	numeric	7 unique values 0 missing
SpMin7_Bh.v.	numeric	32 unique values 0 missing
CATS2D_06_DN	numeric	2 unique values 0 missing
GNar	numeric	31 unique values 0 missing
CATS2D_06_DP	numeric	4 unique values 0 missing
X0A	numeric	23 unique values 0 missing
CATS2D_06_LL	numeric	21 unique values 0 missing
MATS8p	numeric	55 unique values 0 missing
CATS2D_06_NL	numeric	3 unique values 0 missing
GATS3p	numeric	48 unique values 0 missing
CATS2D_06_PL	numeric	3 unique values 0 missing
CATS2D_08_DL	numeric	8 unique values 0 missing
CATS2D_06_PP	numeric	2 unique values 0 missing
nHet	numeric	12 unique values 0 missing
CATS2D_07_AA	numeric	4 unique values 0 missing
Mv	numeric	38 unique values 0 missing
CATS2D_07_AL	numeric	10 unique values 0 missing
GATS8p	numeric	55 unique values 0 missing
CATS2D_07_AN	numeric	3 unique values 0 missing
CATS2D_08_AA	numeric	6 unique values 0 missing
CATS2D_07_AP	numeric	3 unique values 0 missing
CATS2D_08_LL	numeric	22 unique values 0 missing
CATS2D_07_DA	numeric	5 unique values 0 missing
GATS8v	numeric	53 unique values 0 missing
CATS2D_07_DD	numeric	5 unique values 0 missing
HNar	numeric	27 unique values 0 missing
CATS2D_07_DL	numeric	9 unique values 0 missing
ATSC1e	numeric	34 unique values 0 missing
CATS2D_07_DN	numeric	2 unique values 0 missing
Eta_FL_A	numeric	36 unique values 0 missing
CATS2D_07_DP	numeric	5 unique values 0 missing
Mp	numeric	33 unique values 0 missing
CATS2D_07_LL	numeric	21 unique values 0 missing
SpMin3_Bh.v.	numeric	41 unique values 0 missing
CATS2D_07_NL	numeric	2 unique values 0 missing
SpMax2_Bh.e.	numeric	29 unique values 0 missing
CATS2D_07_PL	numeric	4 unique values 0 missing
P_VSA_LogP_2	numeric	24 unique values 0 missing
CATS2D_07_PN	numeric	3 unique values 0 missing
SpMAD_EA.bo.	numeric	38 unique values 0 missing
CATS2D_07_PP	numeric	2 unique values 0 missing
GATS2i	numeric	39 unique values 0 missing
CATS2D_08_AL	numeric	11 unique values 0 missing
GATS2p	numeric	40 unique values 0 missing
CATS2D_08_AN	numeric	3 unique values 0 missing
GATS2v	numeric	40 unique values 0 missing
CATS2D_08_AP	numeric	4 unique values 0 missing
Eta_C_A	numeric	55 unique values 0 missing
CATS2D_08_DA	numeric	7 unique values 0 missing
piPC04	numeric	41 unique values 0 missing
CATS2D_08_DD	numeric	4 unique values 0 missing
GATS1s	numeric	45 unique values 0 missing
CATS2D_08_DP	numeric	4 unique values 0 missing
Eta_L	numeric	49 unique values 0 missing
CATS2D_08_NL	numeric	3 unique values 0 missing
P_VSA_MR_2	numeric	16 unique values 0 missing
CATS2D_08_PL	numeric	5 unique values 0 missing
SpMin2_Bh.i.	numeric	21 unique values 0 missing
CATS2D_09_AA	numeric	6 unique values 0 missing
ATSC5s	numeric	57 unique values 0 missing
CATS2D_09_AL	numeric	11 unique values 0 missing
MATS2s	numeric	52 unique values 0 missing
CATS2D_09_AN	numeric	2 unique values 0 missing
ATS5s	numeric	54 unique values 0 missing
CATS2D_09_AP	numeric	5 unique values 0 missing
ATSC3e	numeric	44 unique values 0 missing
CATS2D_09_DA	numeric	8 unique values 0 missing
NaasC	numeric	8 unique values 0 missing
CATS2D_09_DD	numeric	5 unique values 0 missing
Ui	numeric	10 unique values 0 missing
CATS2D_09_DL	numeric	6 unique values 0 missing
GATS7v	numeric	54 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
Vindex	numeric	36 unique values 0 missing
CATS2D_09_DP	numeric	2 unique values 0 missing
ATSC4s	numeric	57 unique values 0 missing
CATS2D_09_NL	numeric	4 unique values 0 missing
SpMax5_Bh.s.	numeric	40 unique values 0 missing
CATS2D_09_PL	numeric	5 unique values 0 missing
MATS1s	numeric	44 unique values 0 missing
CENT	numeric	44 unique values 0 missing
PDI	numeric	34 unique values 0 missing
Chi0_AEA.bo.	numeric	37 unique values 0 missing
Eta_L_A	numeric	34 unique values 0 missing
Chi0_AEA.dm.	numeric	37 unique values 0 missing
IAC	numeric	39 unique values 0 missing
Chi0_AEA.ed.	numeric	37 unique values 0 missing
nR06	numeric	5 unique values 0 missing
Chi0_AEA.ri.	numeric	37 unique values 0 missing
Rperim	numeric	11 unique values 0 missing
Chi0_EA	numeric	37 unique values 0 missing
TIC0	numeric	39 unique values 0 missing
Chi0_EA.bo.	numeric	40 unique values 0 missing
TRS	numeric	9 unique values 0 missing
Chi0_EA.ed.	numeric	43 unique values 0 missing
ATSC2e	numeric	39 unique values 0 missing
Chi0_EA.ri.	numeric	47 unique values 0 missing
GATS1i	numeric	40 unique values 0 missing
Chi1_AEA.bo.	numeric	43 unique values 0 missing
JGI1	numeric	31 unique values 0 missing
Chi1_AEA.dm.	numeric	43 unique values 0 missing
GGI5	numeric	34 unique values 0 missing
Chi1_AEA.ed.	numeric	43 unique values 0 missing
Chi0_EA.dm.	numeric	41 unique values 0 missing
Chi1_AEA.ri.	numeric	43 unique values 0 missing
SM06_EA.bo.	numeric	44 unique values 0 missing
Chi1_EA	numeric	43 unique values 0 missing
CATS2D_04_PL	numeric	5 unique values 0 missing
Chi1_EA.bo.	numeric	44 unique values 0 missing
Xindex	numeric	35 unique values 0 missing
Chi1_EA.dm.	numeric	42 unique values 0 missing
Yindex	numeric	39 unique values 0 missing
Chi1_EA.ed.	numeric	43 unique values 0 missing
GATS3v	numeric	46 unique values 0 missing
Chi1_EA.ri.	numeric	52 unique values 0 missing
ATSC1m	numeric	40 unique values 0 missing
CIC0	numeric	39 unique values 0 missing
P_VSA_s_6	numeric	25 unique values 0 missing
CIC1	numeric	41 unique values 0 missing
SsOH	numeric	16 unique values 0 missing
CIC2	numeric	47 unique values 0 missing
Eta_alpha_A	numeric	24 unique values 0 missing
CIC3	numeric	47 unique values 0 missing
Eta_sh_p	numeric	38 unique values 0 missing
CIC4	numeric	40 unique values 0 missing
Se	numeric	40 unique values 0 missing
CIC5	numeric	37 unique values 0 missing
SpMax2_Bh.p.	numeric	28 unique values 0 missing
CID	numeric	34 unique values 0 missing
SpMax2_Bh.i.	numeric	26 unique values 0 missing
Cl.089	numeric	3 unique values 0 missing
SpMax3_Bh.m.	numeric	39 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
MATS2p	numeric	41 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
SpMin8_Bh.p.	numeric	37 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
SpMin8_Bh.v.	numeric	36 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
GATS1e	numeric	39 unique values 0 missing
CSI	numeric	41 unique values 0 missing
ATSC3m	numeric	51 unique values 0 missing
DBI	numeric	22 unique values 0 missing
SM08_EA.bo.	numeric	39 unique values 0 missing
D.Dtr08	numeric	2 unique values 0 missing
ATS3e	numeric	43 unique values 0 missing
D.Dtr10	numeric	2 unique values 0 missing
GATS7i	numeric	50 unique values 0 missing
DECC	numeric	39 unique values 0 missing
Eig12_EA.bo.	numeric	33 unique values 0 missing
DELS	numeric	57 unique values 0 missing
SM04_EA.bo.	numeric	38 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
X1A	numeric	22 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
ATSC1p	numeric	40 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
D.Dtr09	numeric	33 unique values 0 missing
DLS_02	numeric	5 unique values 0 missing
Eig13_AEA.bo.	numeric	33 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
PCR	numeric	42 unique values 0 missing
DLS_04	numeric	6 unique values 0 missing
AECC	numeric	38 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
ALOGP	numeric	43 unique values 0 missing
DLS_06	numeric	5 unique values 0 missing
ALOGP2	numeric	43 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
AMR	numeric	43 unique values 0 missing
DLS_cons	numeric	21 unique values 0 missing
AMW	numeric	38 unique values 0 missing
Dz	numeric	32 unique values 0 missing
ATS1e	numeric	38 unique values 0 missing
ECC	numeric	38 unique values 0 missing
ATS1i	numeric	38 unique values 0 missing
Eig01_AEA.bo.	numeric	25 unique values 0 missing
ATS1m	numeric	40 unique values 0 missing
Eig01_AEA.dm.	numeric	18 unique values 0 missing
ATS1p	numeric	35 unique values 0 missing
Eig01_AEA.ed.	numeric	22 unique values 0 missing
ATS1s	numeric	45 unique values 0 missing
Eig01_AEA.ri.	numeric	29 unique values 0 missing
ATS1v	numeric	39 unique values 0 missing
Eig01_EA	numeric	26 unique values 0 missing
ATS2e	numeric	42 unique values 0 missing
Eig01_EA.bo.	numeric	22 unique values 0 missing
ATS2i	numeric	41 unique values 0 missing
Eig01_EA.dm.	numeric	7 unique values 0 missing
ATS2m	numeric	43 unique values 0 missing
Eig01_EA.ed.	numeric	26 unique values 0 missing
ATS2p	numeric	41 unique values 0 missing
Eig01_EA.ri.	numeric	32 unique values 0 missing
ATS2s	numeric	52 unique values 0 missing
Eig02_AEA.bo.	numeric	35 unique values 0 missing
ATS2v	numeric	41 unique values 0 missing
Eig02_AEA.dm.	numeric	26 unique values 0 missing
ATS3i	numeric	44 unique values 0 missing
Eig02_AEA.ed.	numeric	26 unique values 0 missing
ATS3m	numeric	46 unique values 0 missing
Eig02_AEA.ri.	numeric	43 unique values 0 missing
ATS3p	numeric	46 unique values 0 missing
Eig02_EA	numeric	32 unique values 0 missing
ATS3s	numeric	51 unique values 0 missing
Eig02_EA.bo.	numeric	34 unique values 0 missing
ATS3v	numeric	49 unique values 0 missing
Eig02_EA.dm.	numeric	16 unique values 0 missing
ATS4e	numeric	50 unique values 0 missing
Eig02_EA.ed.	numeric	29 unique values 0 missing
ATS4i	numeric	48 unique values 0 missing
Eig02_EA.ri.	numeric	42 unique values 0 missing
ATS4m	numeric	54 unique values 0 missing
Eig03_AEA.bo.	numeric	26 unique values 0 missing
ATS4p	numeric	54 unique values 0 missing
Eig03_AEA.dm.	numeric	41 unique values 0 missing
ATS4s	numeric	53 unique values 0 missing
Eig03_AEA.ed.	numeric	31 unique values 0 missing
ATS4v	numeric	54 unique values 0 missing
Eig03_AEA.ri.	numeric	28 unique values 0 missing
ATS5e	numeric	53 unique values 0 missing
Eig03_EA	numeric	29 unique values 0 missing
ATS5i	numeric	51 unique values 0 missing
Eig03_EA.bo.	numeric	30 unique values 0 missing
ATS5m	numeric	55 unique values 0 missing
Eig03_EA.dm.	numeric	12 unique values 0 missing
ATS5p	numeric	53 unique values 0 missing
Eig03_EA.ed.	numeric	39 unique values 0 missing
ATS5v	numeric	51 unique values 0 missing
Eig03_EA.ri.	numeric	23 unique values 0 missing
ATS6e	numeric	53 unique values 0 missing
Eig04_AEA.bo.	numeric	35 unique values 0 missing
ATS6i	numeric	51 unique values 0 missing
Eig04_AEA.dm.	numeric	44 unique values 0 missing
ATS6m	numeric	53 unique values 0 missing
Eig04_AEA.ed.	numeric	38 unique values 0 missing
ATS6p	numeric	54 unique values 0 missing
Eig04_AEA.ri.	numeric	49 unique values 0 missing
ATS6s	numeric	55 unique values 0 missing
Eig04_EA	numeric	41 unique values 0 missing
ATS6v	numeric	54 unique values 0 missing
Eig04_EA.dm.	numeric	13 unique values 0 missing
ATS7e	numeric	53 unique values 0 missing
Eig04_EA.ed.	numeric	44 unique values 0 missing
ATS7i	numeric	51 unique values 0 missing
Eig04_EA.ri.	numeric	46 unique values 0 missing
ATS7m	numeric	57 unique values 0 missing
Eig05_AEA.bo.	numeric	35 unique values 0 missing
ATS7p	numeric	55 unique values 0 missing
Eig05_AEA.dm.	numeric	35 unique values 0 missing
ATS7s	numeric	55 unique values 0 missing
Eig05_AEA.ed.	numeric	40 unique values 0 missing
ATS7v	numeric	53 unique values 0 missing
Eig05_AEA.ri.	numeric	41 unique values 0 missing
ATS8e	numeric	55 unique values 0 missing
ATS8i	numeric	54 unique values 0 missing
ATS8m	numeric	55 unique values 0 missing
ATS8p	numeric	53 unique values 0 missing
ATS8s	numeric	54 unique values 0 missing
ATS8v	numeric	54 unique values 0 missing
ATSC1i	numeric	37 unique values 0 missing
ATSC1s	numeric	49 unique values 0 missing
ATSC1v	numeric	39 unique values 0 missing
ATSC2i	numeric	42 unique values 0 missing
ATSC2m	numeric	43 unique values 0 missing
ATSC2p	numeric	43 unique values 0 missing
ATSC2v	numeric	42 unique values 0 missing
ATSC3i	numeric	46 unique values 0 missing
ATSC3p	numeric	50 unique values 0 missing
ATSC3s	numeric	56 unique values 0 missing
ATSC3v	numeric	51 unique values 0 missing
ATSC4i	numeric	53 unique values 0 missing
ATSC4m	numeric	56 unique values 0 missing
ATSC4p	numeric	56 unique values 0 missing
ATSC4v	numeric	56 unique values 0 missing
ATSC5e	numeric	51 unique values 0 missing
ATSC5i	numeric	50 unique values 0 missing
ATSC5m	numeric	56 unique values 0 missing
ATSC5p	numeric	56 unique values 0 missing
ATSC5v	numeric	56 unique values 0 missing
ATSC6e	numeric	54 unique values 0 missing
ATSC6i	numeric	54 unique values 0 missing
ATSC6m	numeric	57 unique values 0 missing
ATSC6p	numeric	57 unique values 0 missing
ATSC6s	numeric	57 unique values 0 missing
ATSC6v	numeric	57 unique values 0 missing
ATSC7e	numeric	56 unique values 0 missing
ATSC7i	numeric	53 unique values 0 missing
ATSC7m	numeric	57 unique values 0 missing
ATSC7p	numeric	57 unique values 0 missing
ATSC7s	numeric	57 unique values 0 missing
ATSC7v	numeric	57 unique values 0 missing
ATSC8e	numeric	54 unique values 0 missing
ATSC8i	numeric	55 unique values 0 missing
ATSC8m	numeric	57 unique values 0 missing
ATSC8p	numeric	57 unique values 0 missing
ATSC8s	numeric	57 unique values 0 missing
ATSC8v	numeric	57 unique values 0 missing
BBI	numeric	20 unique values 0 missing
BIC0	numeric	33 unique values 0 missing
BIC1	numeric	38 unique values 0 missing
BIC2	numeric	41 unique values 0 missing
BIC3	numeric	42 unique values 0 missing
BIC4	numeric	41 unique values 0 missing
BIC5	numeric	40 unique values 0 missing
BID	numeric	27 unique values 0 missing
BLI	numeric	44 unique values 0 missing
BLTA96	numeric	38 unique values 0 missing
BLTD48	numeric	38 unique values 0 missing
BLTF96	numeric	39 unique values 0 missing
C.001	numeric	5 unique values 0 missing
C.002	numeric	10 unique values 0 missing
C.003	numeric	2 unique values 0 missing
C.004	numeric	2 unique values 0 missing
C.005	numeric	3 unique values 0 missing
C.006	numeric	5 unique values 0 missing
C.008	numeric	5 unique values 0 missing
C.012	numeric	2 unique values 0 missing
C.014	numeric	2 unique values 0 missing
C.026	numeric	5 unique values 0 missing
C.027	numeric	3 unique values 0 missing
C.028	numeric	3 unique values 0 missing
C.029	numeric	2 unique values 0 missing
C.033	numeric	3 unique values 0 missing
C.034	numeric	3 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

442

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

441

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MinMeansOfNumericAtts

-4.16

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

DecisionStumpErrRate

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

MaxKurtosisOfNumericAtts

Maximum kurtosis among attributes of the numeric type.

MinMutualInformation

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

Quartile2SkewnessOfNumericAtts

1.58

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

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

1898.53

Maximum of means among attributes of the numeric type.

MinNominalAttDistinctValues

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

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.44

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

RandomTreeDepth1AUC

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

Dimensionality

7.75

Number of attributes divided by the number of instances.

MaxMutualInformation

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

MinSkewnessOfNumericAtts

-3.8

Minimum skewness among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

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.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

9.72

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

0.48

Average class difference between consecutive instances.

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

7.55

Maximum skewness among attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

PercentageOfNumericFeatures

99.77

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

6.08

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

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

1921.77

Maximum standard deviation of attributes of the numeric type.

MinorityClassSize

Number of instances belonging to the least frequent class.

PercentageOfSymbolicFeatures

0.23

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

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.

NaiveBayesAUC

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

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

2.72

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

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

7.44

Mean kurtosis among attributes of the numeric type.

MeanMeansOfNumericAtts

16.95

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

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

Quartile1KurtosisOfNumericAtts

0.5

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.23

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

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

MeanMutualInformation

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

NaiveBayesKappa

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

Quartile1MeansOfNumericAtts

0.56

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

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

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

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

MeanNominalAttDistinctValues

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

Quartile1SkewnessOfNumericAtts

0.23

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

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

MeanSkewnessOfNumericAtts

1.6

Mean skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.18

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

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

MeanStdDevOfNumericAtts

10.79

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

kNN1NErrRate

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2KurtosisOfNumericAtts

3.91

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