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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2392

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: CHEMBL2392 (TID: 10206), and it has 89 rows and 450 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.

452 features

pXC50 (target)	numeric	50 unique values 0 missing
molecule_id (row identifier)	nominal	89 unique values 0 missing
ATS3p	numeric	81 unique values 0 missing
SaasN	numeric	21 unique values 0 missing
ATS3s	numeric	80 unique values 0 missing
SpMax1_Bh.i.	numeric	62 unique values 0 missing
ATS3v	numeric	83 unique values 0 missing
SpMax5_Bh.v.	numeric	66 unique values 0 missing
ATS4e	numeric	82 unique values 0 missing
Xindex	numeric	66 unique values 0 missing
ATS4i	numeric	80 unique values 0 missing
C.034	numeric	3 unique values 0 missing
ATS4m	numeric	82 unique values 0 missing
SpMax5_Bh.e.	numeric	72 unique values 0 missing
ATS4p	numeric	84 unique values 0 missing
SpMax5_Bh.p.	numeric	65 unique values 0 missing
ATS4s	numeric	83 unique values 0 missing
H.047	numeric	19 unique values 0 missing
ATS4v	numeric	84 unique values 0 missing
SaaaC	numeric	21 unique values 0 missing
ATS5e	numeric	85 unique values 0 missing
SpMin4_Bh.e.	numeric	72 unique values 0 missing
ATS5i	numeric	84 unique values 0 missing
CATS2D_03_AL	numeric	18 unique values 0 missing
ATS5m	numeric	86 unique values 0 missing
nAB	numeric	11 unique values 0 missing
ATS5p	numeric	85 unique values 0 missing
nBM	numeric	25 unique values 0 missing
ATS5s	numeric	85 unique values 0 missing
Uc	numeric	25 unique values 0 missing
ATS5v	numeric	84 unique values 0 missing
Vindex	numeric	63 unique values 0 missing
ATS6e	numeric	85 unique values 0 missing
Yindex	numeric	74 unique values 0 missing
ATS6i	numeric	84 unique values 0 missing
CATS2D_08_NL	numeric	6 unique values 0 missing
ATS6m	numeric	84 unique values 0 missing
D.Dtr06	numeric	72 unique values 0 missing
ATS6p	numeric	82 unique values 0 missing
piPC04	numeric	73 unique values 0 missing
ATS6s	numeric	85 unique values 0 missing
piPC05	numeric	78 unique values 0 missing
ATS6v	numeric	85 unique values 0 missing
piPC06	numeric	79 unique values 0 missing
ATS7e	numeric	83 unique values 0 missing
piPC07	numeric	80 unique values 0 missing
ATS7i	numeric	82 unique values 0 missing
piPC08	numeric	80 unique values 0 missing
ATS7m	numeric	86 unique values 0 missing
piPC09	numeric	78 unique values 0 missing
ATS7p	numeric	85 unique values 0 missing
piPC10	numeric	78 unique values 0 missing
ATS7s	numeric	83 unique values 0 missing
Rperim	numeric	21 unique values 0 missing
ATS7v	numeric	87 unique values 0 missing
SpMin4_Bh.i.	numeric	75 unique values 0 missing
ATS8e	numeric	86 unique values 0 missing
SpMin5_Bh.i.	numeric	69 unique values 0 missing
ATS8i	numeric	87 unique values 0 missing
SpMaxA_EA.ed.	numeric	66 unique values 0 missing
ATS8m	numeric	86 unique values 0 missing
C.024	numeric	16 unique values 0 missing
ATS8p	numeric	83 unique values 0 missing
NaaCH	numeric	15 unique values 0 missing
ATS8s	numeric	86 unique values 0 missing
P_VSA_MR_6	numeric	60 unique values 0 missing
ATS8v	numeric	84 unique values 0 missing
SaaCH	numeric	57 unique values 0 missing
ATSC1e	numeric	71 unique values 0 missing
BLI	numeric	78 unique values 0 missing
ATSC1i	numeric	77 unique values 0 missing
X1Av	numeric	65 unique values 0 missing
ATSC1m	numeric	78 unique values 0 missing
Eta_sh_p	numeric	64 unique values 0 missing
ATSC1p	numeric	78 unique values 0 missing
SpMax4_Bh.v.	numeric	72 unique values 0 missing
ATSC1s	numeric	83 unique values 0 missing
Eig15_EA.bo.	numeric	72 unique values 0 missing
ATSC1v	numeric	77 unique values 0 missing
SpMin4_Bh.p.	numeric	66 unique values 0 missing
ATSC2i	numeric	80 unique values 0 missing
P_VSA_LogP_2	numeric	50 unique values 0 missing
ATSC2m	numeric	80 unique values 0 missing
SpMin5_Bh.p.	numeric	69 unique values 0 missing
ATSC2p	numeric	81 unique values 0 missing
Eig05_EA.bo.	numeric	72 unique values 0 missing
ATSC2v	numeric	81 unique values 0 missing
Eta_betaP	numeric	32 unique values 0 missing
ATSC3e	numeric	76 unique values 0 missing
Eta_F	numeric	87 unique values 0 missing
ATSC3i	numeric	83 unique values 0 missing
nCsp2	numeric	23 unique values 0 missing
ATSC3m	numeric	85 unique values 0 missing
PCD	numeric	75 unique values 0 missing
ATSC3p	numeric	85 unique values 0 missing
piID	numeric	78 unique values 0 missing
ATSC3s	numeric	87 unique values 0 missing
piPC02	numeric	62 unique values 0 missing
ATSC3v	numeric	85 unique values 0 missing
SM02_EA.bo.	numeric	62 unique values 0 missing
ATSC4e	numeric	85 unique values 0 missing
SM04_EA.bo.	numeric	74 unique values 0 missing
ATSC4i	numeric	83 unique values 0 missing
SM15_AEA.ri.	numeric	72 unique values 0 missing
ATSC4m	numeric	86 unique values 0 missing
JGI5	numeric	28 unique values 0 missing
ATSC4p	numeric	86 unique values 0 missing
LOC	numeric	68 unique values 0 missing
ATSC4s	numeric	87 unique values 0 missing
P_VSA_i_2	numeric	77 unique values 0 missing
ATSC4v	numeric	85 unique values 0 missing
SpMax4_Bh.i.	numeric	74 unique values 0 missing
ATSC5e	numeric	86 unique values 0 missing
SpMax4_Bh.p.	numeric	71 unique values 0 missing
ATSC5i	numeric	86 unique values 0 missing
SpMax2_Bh.v.	numeric	75 unique values 0 missing
ATSC5m	numeric	87 unique values 0 missing
GNar	numeric	61 unique values 0 missing
ATSC5p	numeric	87 unique values 0 missing
MCD	numeric	64 unique values 0 missing
ATSC5s	numeric	87 unique values 0 missing
PW3	numeric	55 unique values 0 missing
ATSC5v	numeric	87 unique values 0 missing
nCbH	numeric	17 unique values 0 missing
ATSC6i	numeric	87 unique values 0 missing
P_VSA_e_2	numeric	77 unique values 0 missing
ATSC6m	numeric	87 unique values 0 missing
Eta_FL	numeric	81 unique values 0 missing
ATSC6p	numeric	87 unique values 0 missing
GATS5m	numeric	80 unique values 0 missing
ATSC6v	numeric	87 unique values 0 missing
X2A	numeric	52 unique values 0 missing
ATSC7i	numeric	85 unique values 0 missing
Eta_beta	numeric	62 unique values 0 missing
ATSC7m	numeric	87 unique values 0 missing
HNar	numeric	62 unique values 0 missing
ATSC7p	numeric	87 unique values 0 missing
P_VSA_m_2	numeric	78 unique values 0 missing
ATSC7v	numeric	87 unique values 0 missing
X3Av	numeric	58 unique values 0 missing
ATSC8e	numeric	83 unique values 0 missing
SpMaxA_AEA.ed.	numeric	58 unique values 0 missing
ATSC8i	numeric	83 unique values 0 missing
SpMin5_Bh.v.	numeric	76 unique values 0 missing
ATSC8m	numeric	87 unique values 0 missing
Eig14_AEA.bo.	numeric	61 unique values 0 missing
ATSC8p	numeric	87 unique values 0 missing
Eig14_EA.bo.	numeric	69 unique values 0 missing
ATSC8s	numeric	87 unique values 0 missing
SpMaxA_AEA.ri.	numeric	52 unique values 0 missing
ATSC8v	numeric	87 unique values 0 missing
SpMaxA_EA	numeric	48 unique values 0 missing
BAC	numeric	52 unique values 0 missing
nCIC	numeric	8 unique values 0 missing
BBI	numeric	41 unique values 0 missing
SpAD_EA.bo.	numeric	81 unique values 0 missing
BIC0	numeric	57 unique values 0 missing
TRS	numeric	21 unique values 0 missing
BIC1	numeric	77 unique values 0 missing
SpMin5_Bh.e.	numeric	68 unique values 0 missing
BIC2	numeric	70 unique values 0 missing
Eig01_AEA.bo.	numeric	56 unique values 0 missing
BIC3	numeric	71 unique values 0 missing
SpMax_AEA.bo.	numeric	56 unique values 0 missing
BIC4	numeric	67 unique values 0 missing
JGI3	numeric	41 unique values 0 missing
BIC5	numeric	62 unique values 0 missing
ATS2s	numeric	80 unique values 0 missing
BID	numeric	58 unique values 0 missing
P_VSA_p_3	numeric	77 unique values 0 missing
BLTA96	numeric	74 unique values 0 missing
P_VSA_v_3	numeric	80 unique values 0 missing
BLTD48	numeric	74 unique values 0 missing
nCar	numeric	13 unique values 0 missing
BLTF96	numeric	73 unique values 0 missing
IVDE	numeric	66 unique values 0 missing
C.001	numeric	8 unique values 0 missing
X0A	numeric	46 unique values 0 missing
C.003	numeric	7 unique values 0 missing
Chi0_EA.ed.	numeric	76 unique values 0 missing
C.004	numeric	6 unique values 0 missing
C.	numeric	54 unique values 0 missing
C.005	numeric	5 unique values 0 missing
SpMax2_Bh.p.	numeric	67 unique values 0 missing
C.006	numeric	4 unique values 0 missing
MATS5p	numeric	69 unique values 0 missing
C.007	numeric	2 unique values 0 missing
DELS	numeric	87 unique values 0 missing
C.008	numeric	5 unique values 0 missing
P_VSA_s_4	numeric	58 unique values 0 missing
C.009	numeric	3 unique values 0 missing
nArCOOH	numeric	2 unique values 0 missing
C.011	numeric	2 unique values 0 missing
ATSC7e	numeric	85 unique values 0 missing
C.013	numeric	2 unique values 0 missing
SNar	numeric	62 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Xt	numeric	50 unique values 0 missing
C.016	numeric	4 unique values 0 missing
C.025	numeric	8 unique values 0 missing
C.017	numeric	5 unique values 0 missing
piPC03	numeric	71 unique values 0 missing
C.018	numeric	2 unique values 0 missing
Ui	numeric	20 unique values 0 missing
C.019	numeric	3 unique values 0 missing
GATS1p	numeric	72 unique values 0 missing
C.020	numeric	2 unique values 0 missing
ATS1m	numeric	77 unique values 0 missing
C.026	numeric	7 unique values 0 missing
SsssCH	numeric	69 unique values 0 missing
C.027	numeric	4 unique values 0 missing
GMTIV	numeric	84 unique values 0 missing
C.029	numeric	2 unique values 0 missing
SpMax6_Bh.m.	numeric	73 unique values 0 missing
C.030	numeric	2 unique values 0 missing
ATSC2s	numeric	86 unique values 0 missing
C.031	numeric	2 unique values 0 missing
SpDiam_AEA.bo.	numeric	59 unique values 0 missing
C.032	numeric	2 unique values 0 missing
GATS4i	numeric	78 unique values 0 missing
C.033	numeric	2 unique values 0 missing
DLS_cons	numeric	33 unique values 0 missing
C.035	numeric	2 unique values 0 missing
CATS2D_02_AL	numeric	15 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig06_EA.bo.	numeric	70 unique values 0 missing
C.039	numeric	2 unique values 0 missing
PW4	numeric	46 unique values 0 missing
C.040	numeric	6 unique values 0 missing
SpMax5_Bh.i.	numeric	78 unique values 0 missing
C.041	numeric	2 unique values 0 missing
SpDiam_AEA.ri.	numeric	74 unique values 0 missing
C.042	numeric	2 unique values 0 missing
ATSC2e	numeric	75 unique values 0 missing
C.043	numeric	3 unique values 0 missing
JGI6	numeric	21 unique values 0 missing
CATS2D_00_DD	numeric	2 unique values 0 missing
SpMax1_Bh.s.	numeric	34 unique values 0 missing
CATS2D_00_DP	numeric	2 unique values 0 missing
C.028	numeric	2 unique values 0 missing
CATS2D_00_PP	numeric	2 unique values 0 missing
X5Av	numeric	33 unique values 0 missing
CATS2D_01_AA	numeric	2 unique values 0 missing
ATSC6e	numeric	85 unique values 0 missing
CATS2D_01_AN	numeric	6 unique values 0 missing
SpMax2_Bh.e.	numeric	67 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
SpMin4_Bh.v.	numeric	76 unique values 0 missing
CATS2D_01_DN	numeric	4 unique values 0 missing
SpMaxA_EA.ri.	numeric	50 unique values 0 missing
CATS2D_01_LL	numeric	32 unique values 0 missing
AECC	numeric	75 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
IDE	numeric	74 unique values 0 missing
CATS2D_01_PN	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	76 unique values 0 missing
CATS2D_02_AA	numeric	11 unique values 0 missing
SM08_EA.bo.	numeric	78 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
RCI	numeric	25 unique values 0 missing
CATS2D_02_AP	numeric	3 unique values 0 missing
RFD	numeric	23 unique values 0 missing
CATS2D_02_DA	numeric	8 unique values 0 missing
Chi1_EA.ed.	numeric	76 unique values 0 missing
CATS2D_02_DD	numeric	3 unique values 0 missing
RDCHI	numeric	74 unique values 0 missing
CATS2D_02_DL	numeric	7 unique values 0 missing
SM15_EA.ri.	numeric	80 unique values 0 missing
CATS2D_02_DP	numeric	2 unique values 0 missing
ARR	numeric	39 unique values 0 missing
CATS2D_02_LL	numeric	36 unique values 0 missing
GATS4p	numeric	78 unique values 0 missing
CATS2D_02_NL	numeric	4 unique values 0 missing
Eig15_AEA.ri.	numeric	68 unique values 0 missing
CATS2D_02_NN	numeric	3 unique values 0 missing
Eig15_EA	numeric	63 unique values 0 missing
CATS2D_02_PL	numeric	2 unique values 0 missing
Eig15_EA.ri.	numeric	74 unique values 0 missing
CATS2D_03_AA	numeric	7 unique values 0 missing
SM09_AEA.dm.	numeric	63 unique values 0 missing
CATS2D_03_AN	numeric	5 unique values 0 missing
ATSC7s	numeric	87 unique values 0 missing
CATS2D_03_AP	numeric	2 unique values 0 missing
piPC01	numeric	42 unique values 0 missing
CATS2D_03_DA	numeric	6 unique values 0 missing
SCBO	numeric	42 unique values 0 missing
CATS2D_03_DD	numeric	4 unique values 0 missing
D.Dtr09	numeric	35 unique values 0 missing
CATS2D_03_DL	numeric	11 unique values 0 missing
ATSC6s	numeric	87 unique values 0 missing
CATS2D_03_DN	numeric	4 unique values 0 missing
CATS2D_07_NL	numeric	5 unique values 0 missing
CATS2D_03_LL	numeric	33 unique values 0 missing
GATS7i	numeric	80 unique values 0 missing
CATS2D_03_NL	numeric	4 unique values 0 missing
SpMin3_Bh.i.	numeric	72 unique values 0 missing
CATS2D_03_PL	numeric	2 unique values 0 missing
NRS	numeric	7 unique values 0 missing
CATS2D_04_AA	numeric	10 unique values 0 missing
Eig01_EA.bo.	numeric	57 unique values 0 missing
CATS2D_04_AL	numeric	23 unique values 0 missing
SM11_AEA.ri.	numeric	57 unique values 0 missing
CATS2D_04_AN	numeric	4 unique values 0 missing
SpDiam_EA.bo.	numeric	64 unique values 0 missing
CATS2D_04_AP	numeric	4 unique values 0 missing
SpMax_EA.bo.	numeric	57 unique values 0 missing
CATS2D_04_DA	numeric	9 unique values 0 missing
PDI	numeric	53 unique values 0 missing
CATS2D_04_DD	numeric	5 unique values 0 missing
GATS6e	numeric	84 unique values 0 missing
CATS2D_04_DL	numeric	11 unique values 0 missing
SpMin3_Bh.e.	numeric	73 unique values 0 missing
CATS2D_04_DN	numeric	2 unique values 0 missing
MSD	numeric	76 unique values 0 missing
CATS2D_04_DP	numeric	2 unique values 0 missing
Eig01_AEA.ri.	numeric	57 unique values 0 missing
CATS2D_04_LL	numeric	35 unique values 0 missing
Eig01_EA	numeric	50 unique values 0 missing
CATS2D_04_NL	numeric	5 unique values 0 missing
SM09_AEA.bo.	numeric	50 unique values 0 missing
CATS2D_04_NN	numeric	2 unique values 0 missing
SM12_EA	numeric	76 unique values 0 missing
CATS2D_04_PL	numeric	2 unique values 0 missing
SM13_EA	numeric	73 unique values 0 missing
CATS2D_05_AA	numeric	6 unique values 0 missing
SM14_EA	numeric	76 unique values 0 missing
CATS2D_05_AL	numeric	22 unique values 0 missing
SM15_EA	numeric	73 unique values 0 missing
CATS2D_05_AN	numeric	5 unique values 0 missing
SpDiam_EA	numeric	50 unique values 0 missing
CATS2D_05_AP	numeric	3 unique values 0 missing
SpMax_AEA.ri.	numeric	57 unique values 0 missing
CATS2D_05_DA	numeric	5 unique values 0 missing
SpMax_EA	numeric	50 unique values 0 missing
CATS2D_05_DD	numeric	3 unique values 0 missing
SsF	numeric	23 unique values 0 missing
CATS2D_05_DL	numeric	12 unique values 0 missing
X4A	numeric	33 unique values 0 missing
CATS2D_05_DN	numeric	4 unique values 0 missing
JGI4	numeric	33 unique values 0 missing
CATS2D_05_DP	numeric	2 unique values 0 missing
PHI	numeric	76 unique values 0 missing
CATS2D_05_LL	numeric	32 unique values 0 missing
nArX	numeric	4 unique values 0 missing
CATS2D_05_NL	numeric	7 unique values 0 missing
GATS4v	numeric	74 unique values 0 missing
CATS2D_05_PL	numeric	2 unique values 0 missing
F.084	numeric	4 unique values 0 missing
CATS2D_06_AA	numeric	7 unique values 0 missing
CATS2D_07_AA	numeric	9 unique values 0 missing
CATS2D_06_AL	numeric	20 unique values 0 missing
Eig01_AEA.dm.	numeric	65 unique values 0 missing
CATS2D_06_AN	numeric	4 unique values 0 missing
SpMax_AEA.dm.	numeric	65 unique values 0 missing
CATS2D_06_AP	numeric	2 unique values 0 missing
X4Av	numeric	43 unique values 0 missing
CATS2D_06_DA	numeric	10 unique values 0 missing
SM12_EA.ri.	numeric	86 unique values 0 missing
CATS2D_06_DD	numeric	6 unique values 0 missing
SM13_EA.ri.	numeric	82 unique values 0 missing
CATS2D_06_DL	numeric	14 unique values 0 missing
MATS2v	numeric	69 unique values 0 missing
CATS2D_06_DN	numeric	2 unique values 0 missing
CATS2D_09_AL	numeric	18 unique values 0 missing
CATS2D_06_LL	numeric	34 unique values 0 missing
SM14_EA.ri.	numeric	83 unique values 0 missing
CATS2D_06_NL	numeric	5 unique values 0 missing
SM12_AEA.ed.	numeric	74 unique values 0 missing
CATS2D_06_PL	numeric	3 unique values 0 missing
ALOGP	numeric	81 unique values 0 missing
CATS2D_06_PN	numeric	2 unique values 0 missing
SM11_EA.ri.	numeric	84 unique values 0 missing
CATS2D_07_AL	numeric	15 unique values 0 missing
Chi0_EA.ri.	numeric	83 unique values 0 missing
CATS2D_07_AN	numeric	3 unique values 0 missing
SMTIV	numeric	85 unique values 0 missing
CATS2D_07_AP	numeric	3 unique values 0 missing
SM10_EA.bo.	numeric	81 unique values 0 missing
CATS2D_07_DA	numeric	6 unique values 0 missing
Eig04_EA.bo.	numeric	67 unique values 0 missing
CATS2D_07_DD	numeric	3 unique values 0 missing
SM14_AEA.ri.	numeric	67 unique values 0 missing
CATS2D_07_DL	numeric	12 unique values 0 missing
SM05_EA.ed.	numeric	72 unique values 0 missing
CATS2D_07_DN	numeric	2 unique values 0 missing
SM13_AEA.ed.	numeric	73 unique values 0 missing
CATS2D_07_DP	numeric	3 unique values 0 missing
SM06_EA.ed.	numeric	75 unique values 0 missing
CATS2D_07_LL	numeric	34 unique values 0 missing
GATS6p	numeric	77 unique values 0 missing
CATS2D_07_NN	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	77 unique values 0 missing
SM14_EA.bo.	numeric	78 unique values 0 missing
SM15_EA.bo.	numeric	78 unique values 0 missing
ALOGP2	numeric	81 unique values 0 missing
Chi1_EA.ri.	numeric	86 unique values 0 missing
PCR	numeric	72 unique values 0 missing
ZM2Kup	numeric	81 unique values 0 missing
SM07_EA.ed.	numeric	71 unique values 0 missing
SM08_EA.ed.	numeric	73 unique values 0 missing
SM09_EA.ed.	numeric	72 unique values 0 missing
SM10_EA.ed.	numeric	73 unique values 0 missing
SM11_EA.ed.	numeric	72 unique values 0 missing
X3A	numeric	39 unique values 0 missing
MATS6p	numeric	80 unique values 0 missing
HVcpx	numeric	75 unique values 0 missing
SpDiam_EA.ed.	numeric	58 unique values 0 missing
Eig02_AEA.ed.	numeric	59 unique values 0 missing
SpDiam_AEA.dm.	numeric	68 unique values 0 missing
SssCH2	numeric	85 unique values 0 missing
S3K	numeric	78 unique values 0 missing
MAXDP	numeric	85 unique values 0 missing
C.002	numeric	20 unique values 0 missing
GATS7p	numeric	80 unique values 0 missing
nCs	numeric	23 unique values 0 missing
NssCH2	numeric	23 unique values 0 missing
SM09_EA.bo.	numeric	78 unique values 0 missing
SM12_EA.bo.	numeric	79 unique values 0 missing
ICR	numeric	73 unique values 0 missing
SM10_AEA.ed.	numeric	72 unique values 0 missing
SM11_AEA.ed.	numeric	75 unique values 0 missing
SM12_EA.ed.	numeric	72 unique values 0 missing
SM13_EA.ed.	numeric	69 unique values 0 missing
X5A	numeric	28 unique values 0 missing
LLS_01	numeric	5 unique values 0 missing
D.Dtr05	numeric	53 unique values 0 missing
SpMAD_AEA.ed.	numeric	65 unique values 0 missing
SpMin5_Bh.m.	numeric	76 unique values 0 missing
SM11_EA.bo.	numeric	77 unique values 0 missing
SpMAD_EA.bo.	numeric	76 unique values 0 missing
JGT	numeric	68 unique values 0 missing
Eig02_EA.ed.	numeric	68 unique values 0 missing
SM11_AEA.dm.	numeric	68 unique values 0 missing
SM14_EA.ed.	numeric	71 unique values 0 missing
Eig15_AEA.bo.	numeric	70 unique values 0 missing
SpMax1_Bh.e.	numeric	68 unique values 0 missing
AAC	numeric	70 unique values 0 missing
AMR	numeric	81 unique values 0 missing
AMW	numeric	75 unique values 0 missing
ATS1e	numeric	74 unique values 0 missing
ATS1i	numeric	76 unique values 0 missing
ATS1p	numeric	73 unique values 0 missing
ATS1s	numeric	77 unique values 0 missing
ATS1v	numeric	76 unique values 0 missing
ATS2e	numeric	78 unique values 0 missing
ATS2i	numeric	80 unique values 0 missing
ATS2m	numeric	78 unique values 0 missing
ATS2p	numeric	78 unique values 0 missing
ATS2v	numeric	78 unique values 0 missing
ATS3e	numeric	83 unique values 0 missing
ATS3i	numeric	79 unique values 0 missing
ATS3m	numeric	84 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

452

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

451

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.67

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanKurtosisOfNumericAtts

4.51

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanMeansOfNumericAtts

175.24

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.07

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.29

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

AutoCorrelation

0.55

Average class difference between consecutive instances.

MeanNoiseToSignalRatio

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

0.28

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

Dimensionality

5.08

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

3.5

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

EquivalentNumberOfAtts

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

MeanStdDevOfNumericAtts

125.65

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.54

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-1.68

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.65

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

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.64

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

45511.93

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

1.65

Third quartile of kurtosis among attributes of the numeric type.

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.

PercentageOfNumericFeatures

99.78

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

7.65

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-2.82

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.22

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

9.43

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

1.37

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

31764.36

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-0.5

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.32

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

Show all 62 properties