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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2548

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by unknown
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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: CHEMBL2548 (TID: 12169), and it has 64 rows and 481 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.

483 features

pXC50 (target)	numeric	48 unique values 0 missing
molecule_id (row identifier)	nominal	64 unique values 0 missing
Eig03_AEA.ri.	numeric	53 unique values 0 missing
Eig03_EA	numeric	41 unique values 0 missing
Eig03_EA.ri.	numeric	55 unique values 0 missing
SM11_AEA.bo.	numeric	41 unique values 0 missing
SM03_EA.dm.	numeric	9 unique values 0 missing
C.006	numeric	6 unique values 0 missing
SsssN	numeric	49 unique values 0 missing
Eig03_EA.ed.	numeric	44 unique values 0 missing
SM12_AEA.dm.	numeric	44 unique values 0 missing
Eig03_AEA.bo.	numeric	46 unique values 0 missing
Eta_sh_x	numeric	12 unique values 0 missing
Chi1_EA.dm.	numeric	55 unique values 0 missing
Eig02_EA.dm.	numeric	11 unique values 0 missing
Eig03_EA.dm.	numeric	11 unique values 0 missing
Eig04_EA.dm.	numeric	11 unique values 0 missing
Eig05_EA.dm.	numeric	5 unique values 0 missing
Eig06_EA.dm.	numeric	3 unique values 0 missing
nArOCON	numeric	2 unique values 0 missing
nRNR2	numeric	2 unique values 0 missing
SpAD_EA.dm.	numeric	21 unique values 0 missing
CATS2D_09_DA	numeric	5 unique values 0 missing
SpMax3_Bh.i.	numeric	38 unique values 0 missing
CATS2D_09_AA	numeric	4 unique values 0 missing
P_VSA_LogP_2	numeric	17 unique values 0 missing
SM02_EA.dm.	numeric	20 unique values 0 missing
CATS2D_07_AA	numeric	4 unique values 0 missing
Chi0_EA.dm.	numeric	51 unique values 0 missing
SpMAD_EA.dm.	numeric	37 unique values 0 missing
Eig01_EA.dm.	numeric	12 unique values 0 missing
SM04_EA.dm.	numeric	20 unique values 0 missing
SM06_EA.dm.	numeric	21 unique values 0 missing
SM08_EA.dm.	numeric	21 unique values 0 missing
SM10_EA.dm.	numeric	19 unique values 0 missing
SM12_EA.dm.	numeric	18 unique values 0 missing
SM14_EA.dm.	numeric	18 unique values 0 missing
SpMax_EA.dm.	numeric	12 unique values 0 missing
SpMin3_Bh.m.	numeric	44 unique values 0 missing
SpMin3_Bh.v.	numeric	38 unique values 0 missing
CATS2D_06_DL	numeric	6 unique values 0 missing
Eig03_AEA.ed.	numeric	31 unique values 0 missing
N.075	numeric	3 unique values 0 missing
NaaN	numeric	3 unique values 0 missing
SaaN	numeric	22 unique values 0 missing
Eig01_AEA.ed.	numeric	19 unique values 0 missing
Eig01_EA	numeric	20 unique values 0 missing
Eig01_EA.ed.	numeric	20 unique values 0 missing
SM09_AEA.bo.	numeric	20 unique values 0 missing
SM09_EA.ed.	numeric	49 unique values 0 missing
SM10_AEA.dm.	numeric	20 unique values 0 missing
SM10_EA.ed.	numeric	50 unique values 0 missing
SM11_AEA.ed.	numeric	46 unique values 0 missing
SM11_EA.ed.	numeric	49 unique values 0 missing
SM12_AEA.ed.	numeric	47 unique values 0 missing
SM12_EA.ed.	numeric	49 unique values 0 missing
SM13_AEA.ed.	numeric	48 unique values 0 missing
SM13_EA	numeric	49 unique values 0 missing
SM13_EA.ed.	numeric	48 unique values 0 missing
SM14_AEA.ed.	numeric	49 unique values 0 missing
SM14_EA	numeric	48 unique values 0 missing
SM14_EA.ed.	numeric	48 unique values 0 missing
SM15_AEA.ed.	numeric	48 unique values 0 missing
SM15_EA	numeric	50 unique values 0 missing
SM15_EA.ed.	numeric	46 unique values 0 missing
SpDiam_AEA.ed.	numeric	31 unique values 0 missing
SpDiam_EA	numeric	20 unique values 0 missing
SpMax_AEA.ed.	numeric	19 unique values 0 missing
SpMax_EA	numeric	20 unique values 0 missing
SpMax_EA.ed.	numeric	20 unique values 0 missing
SpMax3_Bh.e.	numeric	48 unique values 0 missing
GATS7e	numeric	60 unique values 0 missing
Eig06_AEA.dm.	numeric	52 unique values 0 missing
H.047	numeric	19 unique values 0 missing
N.068	numeric	2 unique values 0 missing
NsssN	numeric	3 unique values 0 missing
P_VSA_i_4	numeric	22 unique values 0 missing
MATS7e	numeric	57 unique values 0 missing
D.Dtr10	numeric	40 unique values 0 missing
Eig09_EA.ri.	numeric	54 unique values 0 missing
SpDiam_EA.dm.	numeric	14 unique values 0 missing
SpMin1_Bh.p.	numeric	27 unique values 0 missing
Eig10_AEA.dm.	numeric	41 unique values 0 missing
CATS2D_02_DA	numeric	6 unique values 0 missing
Eig07_AEA.dm.	numeric	54 unique values 0 missing
ATS6e	numeric	61 unique values 0 missing
ATS6i	numeric	56 unique values 0 missing
ATS7e	numeric	61 unique values 0 missing
ATS7i	numeric	62 unique values 0 missing
ATS8i	numeric	61 unique values 0 missing
ATSC7v	numeric	63 unique values 0 missing
NssssC	numeric	2 unique values 0 missing
MATS4i	numeric	55 unique values 0 missing
GGI4	numeric	46 unique values 0 missing
Eig08_AEA.ri.	numeric	57 unique values 0 missing
Eig08_EA.ri.	numeric	58 unique values 0 missing
Eig01_AEA.ri.	numeric	27 unique values 0 missing
SM07_EA.ed.	numeric	48 unique values 0 missing
SM08_EA.ed.	numeric	47 unique values 0 missing
SM10_AEA.ed.	numeric	47 unique values 0 missing
SM12_EA	numeric	48 unique values 0 missing
SpMax_AEA.ri.	numeric	27 unique values 0 missing
JGI5	numeric	16 unique values 0 missing
GATS7s	numeric	58 unique values 0 missing
CATS2D_02_AA	numeric	5 unique values 0 missing
CATS2D_08_DA	numeric	5 unique values 0 missing
C.011	numeric	2 unique values 0 missing
CATS2D_08_AA	numeric	4 unique values 0 missing
Eig01_EA.ri.	numeric	28 unique values 0 missing
Eig04_AEA.ed.	numeric	41 unique values 0 missing
Eig04_EA.ed.	numeric	50 unique values 0 missing
SM03_EA.ed.	numeric	43 unique values 0 missing
SM05_EA.ed.	numeric	48 unique values 0 missing
SM06_EA.ed.	numeric	49 unique values 0 missing
SM07_EA	numeric	48 unique values 0 missing
SM08_AEA.ed.	numeric	48 unique values 0 missing
SM08_EA	numeric	47 unique values 0 missing
SM09_AEA.ed.	numeric	48 unique values 0 missing
SM09_EA	numeric	48 unique values 0 missing
SM10_EA	numeric	48 unique values 0 missing
SM11_EA	numeric	47 unique values 0 missing
SM11_EA.ri.	numeric	64 unique values 0 missing
SM12_EA.ri.	numeric	62 unique values 0 missing
SM13_AEA.dm.	numeric	50 unique values 0 missing
SM13_EA.ri.	numeric	62 unique values 0 missing
SM14_EA.ri.	numeric	62 unique values 0 missing
SM15_EA.ri.	numeric	62 unique values 0 missing
SpDiam_AEA.ri.	numeric	28 unique values 0 missing
SpDiam_EA.ri.	numeric	28 unique values 0 missing
SpMax_EA.ri.	numeric	28 unique values 0 missing
C.029	numeric	2 unique values 0 missing
ATS6s	numeric	62 unique values 0 missing
Eig09_AEA.ri.	numeric	52 unique values 0 missing
Eig09_EA	numeric	45 unique values 0 missing
SM03_AEA.dm.	numeric	45 unique values 0 missing
MATS4v	numeric	53 unique values 0 missing
SssCH2	numeric	62 unique values 0 missing
CATS2D_07_DA	numeric	3 unique values 0 missing
GGI6	numeric	44 unique values 0 missing
P_VSA_e_3	numeric	18 unique values 0 missing
C.008	numeric	3 unique values 0 missing
SM05_EA.dm.	numeric	11 unique values 0 missing
SM07_EA.dm.	numeric	11 unique values 0 missing
SM09_EA.dm.	numeric	11 unique values 0 missing
SM11_EA.dm.	numeric	11 unique values 0 missing
SM13_EA.dm.	numeric	11 unique values 0 missing
SM15_EA.dm.	numeric	11 unique values 0 missing
ATS5v	numeric	60 unique values 0 missing
ATS6v	numeric	64 unique values 0 missing
ATS7v	numeric	61 unique values 0 missing
ATSC2e	numeric	48 unique values 0 missing
Eig09_AEA.dm.	numeric	44 unique values 0 missing
SpMin1_Bh.v.	numeric	29 unique values 0 missing
ATSC6v	numeric	64 unique values 0 missing
SpMin2_Bh.s.	numeric	31 unique values 0 missing
nR06	numeric	5 unique values 0 missing
ATS5e	numeric	60 unique values 0 missing
ATS5i	numeric	55 unique values 0 missing
ATS6p	numeric	61 unique values 0 missing
ATS7p	numeric	57 unique values 0 missing
ATSC4v	numeric	62 unique values 0 missing
ATSC8v	numeric	62 unique values 0 missing
GATS1i	numeric	46 unique values 0 missing
nR10	numeric	3 unique values 0 missing
NssCH2	numeric	10 unique values 0 missing
SpMin5_Bh.s.	numeric	31 unique values 0 missing
CATS2D_09_DL	numeric	4 unique values 0 missing
Eig08_AEA.ed.	numeric	46 unique values 0 missing
Eig08_EA.ed.	numeric	50 unique values 0 missing
SM03_AEA.ri.	numeric	50 unique values 0 missing
Eig10_AEA.bo.	numeric	43 unique values 0 missing
nCt	numeric	4 unique values 0 missing
SssssC	numeric	12 unique values 0 missing
SpDiam_EA.ed.	numeric	27 unique values 0 missing
SpMin3_Bh.i.	numeric	38 unique values 0 missing
GATS7v	numeric	55 unique values 0 missing
Eig09_AEA.bo.	numeric	53 unique values 0 missing
P_VSA_i_3	numeric	45 unique values 0 missing
Eig08_EA	numeric	49 unique values 0 missing
SM02_AEA.dm.	numeric	49 unique values 0 missing
ATS5s	numeric	60 unique values 0 missing
SpMax8_Bh.e.	numeric	39 unique values 0 missing
JGI2	numeric	26 unique values 0 missing
SM10_EA.ri.	numeric	60 unique values 0 missing
SM04_EA.ed.	numeric	48 unique values 0 missing
SM07_AEA.ed.	numeric	43 unique values 0 missing
Eig05_AEA.dm.	numeric	41 unique values 0 missing
SpMin3_Bh.p.	numeric	47 unique values 0 missing
SpMax8_Bh.i.	numeric	35 unique values 0 missing
D.Dtr06	numeric	50 unique values 0 missing
SpMax3_Bh.v.	numeric	36 unique values 0 missing
S2K	numeric	49 unique values 0 missing
ATS5m	numeric	61 unique values 0 missing
SdssC	numeric	58 unique values 0 missing
SpMin7_Bh.s.	numeric	35 unique values 0 missing
GATS4m	numeric	51 unique values 0 missing
GATS6e	numeric	58 unique values 0 missing
MATS4s	numeric	47 unique values 0 missing
SpMAD_EA.bo.	numeric	39 unique values 0 missing
MATS8s	numeric	57 unique values 0 missing
CATS2D_05_AL	numeric	12 unique values 0 missing
ATSC6p	numeric	64 unique values 0 missing
GATS4v	numeric	57 unique values 0 missing
ATS2i	numeric	50 unique values 0 missing
ATS8e	numeric	62 unique values 0 missing
ATS8p	numeric	62 unique values 0 missing
ATSC3v	numeric	62 unique values 0 missing
ATSC5m	numeric	64 unique values 0 missing
ATSC6i	numeric	64 unique values 0 missing
ATSC6m	numeric	64 unique values 0 missing
ATSC7i	numeric	62 unique values 0 missing
ATSC8m	numeric	62 unique values 0 missing
ATSC8p	numeric	61 unique values 0 missing
ATSC5v	numeric	64 unique values 0 missing
ATSC7m	numeric	63 unique values 0 missing
ATSC8i	numeric	62 unique values 0 missing
C.026	numeric	6 unique values 0 missing
nCsp3	numeric	10 unique values 0 missing
P_VSA_LogP_7	numeric	20 unique values 0 missing
SpMaxA_EA.ed.	numeric	37 unique values 0 missing
SpMin1_Bh.i.	numeric	26 unique values 0 missing
SpMin3_Bh.s.	numeric	38 unique values 0 missing
AECC	numeric	50 unique values 0 missing
JGI7	numeric	11 unique values 0 missing
Eta_sh_y	numeric	41 unique values 0 missing
SpMin3_Bh.e.	numeric	40 unique values 0 missing
GATS3e	numeric	58 unique values 0 missing
CIC0	numeric	44 unique values 0 missing
SpMax3_Bh.p.	numeric	36 unique values 0 missing
SpMaxA_EA.bo.	numeric	35 unique values 0 missing
P_VSA_MR_1	numeric	19 unique values 0 missing
SpMaxA_AEA.ed.	numeric	33 unique values 0 missing
SpMaxA_AEA.ri.	numeric	29 unique values 0 missing
C.041	numeric	2 unique values 0 missing
H.053	numeric	2 unique values 0 missing
N.072	numeric	4 unique values 0 missing
Eig09_EA.bo.	numeric	49 unique values 0 missing
CATS2D_04_DL	numeric	9 unique values 0 missing
SpMax6_Bh.e.	numeric	43 unique values 0 missing
SpMax6_Bh.m.	numeric	59 unique values 0 missing
SpMax6_Bh.v.	numeric	48 unique values 0 missing
GATS6s	numeric	61 unique values 0 missing
MATS8e	numeric	59 unique values 0 missing
MATS5i	numeric	55 unique values 0 missing
CATS2D_07_LL	numeric	11 unique values 0 missing
P_VSA_LogP_4	numeric	21 unique values 0 missing
S3K	numeric	57 unique values 0 missing
SpMax5_Bh.m.	numeric	55 unique values 0 missing
SpMax7_Bh.m.	numeric	40 unique values 0 missing
ATSC6s	numeric	64 unique values 0 missing
GATS7p	numeric	56 unique values 0 missing
GGI9	numeric	39 unique values 0 missing
SpMax6_Bh.i.	numeric	41 unique values 0 missing
SpMax8_Bh.p.	numeric	43 unique values 0 missing
SpMax8_Bh.v.	numeric	39 unique values 0 missing
nCb.	numeric	9 unique values 0 missing
SpMaxA_AEA.bo.	numeric	33 unique values 0 missing
MATS4p	numeric	55 unique values 0 missing
Eig09_AEA.ed.	numeric	45 unique values 0 missing
P_VSA_e_5	numeric	16 unique values 0 missing
ATS1e	numeric	49 unique values 0 missing
ATS1i	numeric	45 unique values 0 missing
ATS4v	numeric	60 unique values 0 missing
ISIZ	numeric	22 unique values 0 missing
nAT	numeric	22 unique values 0 missing
nBT	numeric	24 unique values 0 missing
SpMin7_Bh.m.	numeric	32 unique values 0 missing
SpMin7_Bh.v.	numeric	30 unique values 0 missing
TIC4	numeric	47 unique values 0 missing
TIC5	numeric	41 unique values 0 missing
Eig08_AEA.dm.	numeric	50 unique values 0 missing
IDET	numeric	50 unique values 0 missing
IDMT	numeric	50 unique values 0 missing
LPRS	numeric	50 unique values 0 missing
ON1	numeric	42 unique values 0 missing
UNIP	numeric	42 unique values 0 missing
Xu	numeric	50 unique values 0 missing
MATS6e	numeric	61 unique values 0 missing
ATSC7p	numeric	63 unique values 0 missing
SdO	numeric	63 unique values 0 missing
SAtot	numeric	51 unique values 0 missing
ATS4i	numeric	57 unique values 0 missing
ATS5p	numeric	64 unique values 0 missing
MATS6s	numeric	60 unique values 0 missing
MATS5p	numeric	53 unique values 0 missing
ATS8v	numeric	60 unique values 0 missing
ATSC1v	numeric	48 unique values 0 missing
SpMin6_Bh.m.	numeric	32 unique values 0 missing
Uindex	numeric	50 unique values 0 missing
MATS6m	numeric	58 unique values 0 missing
PHI	numeric	49 unique values 0 missing
RBN	numeric	8 unique values 0 missing
SpMin4_Bh.s.	numeric	33 unique values 0 missing
MATS1i	numeric	43 unique values 0 missing
MATS1p	numeric	41 unique values 0 missing
SpMin5_Bh.m.	numeric	39 unique values 0 missing
ATS3i	numeric	54 unique values 0 missing
ATSC4p	numeric	62 unique values 0 missing
ATSC5p	numeric	64 unique values 0 missing
CATS2D_09_AL	numeric	11 unique values 0 missing
Si	numeric	48 unique values 0 missing
SpMax5_Bh.e.	numeric	50 unique values 0 missing
CATS2D_06_DA	numeric	2 unique values 0 missing
Eig09_EA.ed.	numeric	46 unique values 0 missing
SM04_AEA.ri.	numeric	46 unique values 0 missing
SpMaxA_EA.ri.	numeric	23 unique values 0 missing
MSD	numeric	50 unique values 0 missing
ATSC1p	numeric	51 unique values 0 missing
ATSC2m	numeric	54 unique values 0 missing
ATSC2v	numeric	54 unique values 0 missing
SpMin1_Bh.e.	numeric	29 unique values 0 missing
ATSC6e	numeric	60 unique values 0 missing
C.028	numeric	3 unique values 0 missing
Eig06_AEA.ri.	numeric	57 unique values 0 missing
Eig06_EA.ri.	numeric	57 unique values 0 missing
ECC	numeric	48 unique values 0 missing
X0sol	numeric	43 unique values 0 missing
MATS4m	numeric	56 unique values 0 missing
CATS2D_06_AA	numeric	5 unique values 0 missing
IDE	numeric	49 unique values 0 missing
CENT	numeric	50 unique values 0 missing
SpMin6_Bh.i.	numeric	44 unique values 0 missing
VvdwZAZ	numeric	51 unique values 0 missing
P_VSA_MR_2	numeric	20 unique values 0 missing
Chi0_EA.bo.	numeric	50 unique values 0 missing
SpMin8_Bh.s.	numeric	40 unique values 0 missing
TIC1	numeric	53 unique values 0 missing
CATS2D_04_AL	numeric	12 unique values 0 missing
Eig01_AEA.dm.	numeric	20 unique values 0 missing
SpDiam_AEA.dm.	numeric	20 unique values 0 missing
SpMax_AEA.dm.	numeric	20 unique values 0 missing
ATSC3m	numeric	62 unique values 0 missing
ATSC4m	numeric	62 unique values 0 missing
H.052	numeric	6 unique values 0 missing
SpMax2_Bh.s.	numeric	14 unique values 0 missing
Eig12_AEA.dm.	numeric	30 unique values 0 missing
Eig06_EA	numeric	48 unique values 0 missing
SM14_AEA.bo.	numeric	48 unique values 0 missing
Eig03_AEA.dm.	numeric	33 unique values 0 missing
GATS5i	numeric	59 unique values 0 missing
Eig06_EA.ed.	numeric	45 unique values 0 missing
SM15_AEA.dm.	numeric	45 unique values 0 missing
Eig15_AEA.dm.	numeric	42 unique values 0 missing
GATS2e	numeric	49 unique values 0 missing
BLI	numeric	43 unique values 0 missing
X0Av	numeric	35 unique values 0 missing
X1Av	numeric	29 unique values 0 missing
MATS5v	numeric	59 unique values 0 missing
MATS6v	numeric	58 unique values 0 missing
SpMaxA_EA	numeric	25 unique values 0 missing
GGI8	numeric	36 unique values 0 missing
Eig08_AEA.bo.	numeric	47 unique values 0 missing
Eig08_EA.bo.	numeric	49 unique values 0 missing
CATS2D_03_AA	numeric	3 unique values 0 missing
P_VSA_e_1	numeric	14 unique values 0 missing
P_VSA_m_1	numeric	14 unique values 0 missing
P_VSA_s_2	numeric	15 unique values 0 missing
P_VSA_v_1	numeric	14 unique values 0 missing
C.027	numeric	3 unique values 0 missing
H.049	numeric	3 unique values 0 missing
nArCOOR	numeric	2 unique values 0 missing
P_VSA_p_1	numeric	19 unique values 0 missing
Eig12_AEA.ri.	numeric	27 unique values 0 missing
Eig12_EA.ri.	numeric	30 unique values 0 missing
Eta_betaP_A	numeric	34 unique values 0 missing
JGI4	numeric	18 unique values 0 missing
SpMax5_Bh.i.	numeric	48 unique values 0 missing
D.Dtr05	numeric	25 unique values 0 missing
GATS4s	numeric	60 unique values 0 missing
GGI10	numeric	32 unique values 0 missing
nBnz	numeric	4 unique values 0 missing
nCbH	numeric	12 unique values 0 missing
ATSC1m	numeric	51 unique values 0 missing
GATS4e	numeric	59 unique values 0 missing
ATS4e	numeric	54 unique values 0 missing
CATS2D_05_DL	numeric	8 unique values 0 missing
Eig07_AEA.ed.	numeric	43 unique values 0 missing
JGI8	numeric	7 unique values 0 missing
AAC	numeric	42 unique values 0 missing
ALOGP	numeric	53 unique values 0 missing
ALOGP2	numeric	54 unique values 0 missing
AMR	numeric	54 unique values 0 missing
AMW	numeric	48 unique values 0 missing
ARR	numeric	28 unique values 0 missing
ATS1m	numeric	46 unique values 0 missing
ATS1p	numeric	49 unique values 0 missing
ATS1s	numeric	52 unique values 0 missing
ATS1v	numeric	50 unique values 0 missing
ATS2e	numeric	51 unique values 0 missing
ATS2m	numeric	51 unique values 0 missing
ATS2p	numeric	49 unique values 0 missing
ATS2s	numeric	57 unique values 0 missing
ATS2v	numeric	51 unique values 0 missing
ATS3e	numeric	51 unique values 0 missing
ATS3m	numeric	58 unique values 0 missing
ATS3p	numeric	56 unique values 0 missing
ATS3s	numeric	54 unique values 0 missing
ATS3v	numeric	57 unique values 0 missing
ATS4m	numeric	60 unique values 0 missing
ATS4p	numeric	60 unique values 0 missing
ATS4s	numeric	59 unique values 0 missing
ATS6m	numeric	62 unique values 0 missing
ATS7m	numeric	62 unique values 0 missing
ATS7s	numeric	62 unique values 0 missing
ATS8m	numeric	60 unique values 0 missing
ATS8s	numeric	59 unique values 0 missing
ATSC1e	numeric	38 unique values 0 missing
ATSC1i	numeric	44 unique values 0 missing
ATSC1s	numeric	60 unique values 0 missing
ATSC2i	numeric	51 unique values 0 missing
ATSC2p	numeric	54 unique values 0 missing
ATSC2s	numeric	62 unique values 0 missing
ATSC3e	numeric	57 unique values 0 missing
ATSC3i	numeric	59 unique values 0 missing
ATSC3p	numeric	60 unique values 0 missing
ATSC3s	numeric	62 unique values 0 missing
ATSC4e	numeric	59 unique values 0 missing
ATSC4i	numeric	60 unique values 0 missing
ATSC4s	numeric	64 unique values 0 missing
ATSC5e	numeric	59 unique values 0 missing
ATSC5i	numeric	61 unique values 0 missing
ATSC5s	numeric	64 unique values 0 missing
ATSC7e	numeric	56 unique values 0 missing
ATSC7s	numeric	63 unique values 0 missing
ATSC8e	numeric	58 unique values 0 missing
ATSC8s	numeric	63 unique values 0 missing
BAC	numeric	16 unique values 0 missing
BBI	numeric	23 unique values 0 missing
BIC0	numeric	31 unique values 0 missing
BIC1	numeric	38 unique values 0 missing
BIC2	numeric	44 unique values 0 missing
BIC3	numeric	48 unique values 0 missing
BIC4	numeric	33 unique values 0 missing
BIC5	numeric	32 unique values 0 missing
BID	numeric	17 unique values 0 missing
BLTA96	numeric	40 unique values 0 missing
BLTD48	numeric	41 unique values 0 missing
BLTF96	numeric	41 unique values 0 missing
C.	numeric	33 unique values 0 missing
C.001	numeric	4 unique values 0 missing
C.002	numeric	8 unique values 0 missing
C.003	numeric	4 unique values 0 missing
C.004	numeric	2 unique values 0 missing
C.005	numeric	3 unique values 0 missing
C.013	numeric	2 unique values 0 missing
C.016	numeric	2 unique values 0 missing
C.024	numeric	10 unique values 0 missing
C.025	numeric	7 unique values 0 missing
C.032	numeric	2 unique values 0 missing
C.033	numeric	2 unique values 0 missing
C.034	numeric	3 unique values 0 missing
C.035	numeric	2 unique values 0 missing
C.039	numeric	2 unique values 0 missing
C.040	numeric	3 unique values 0 missing
C.043	numeric	2 unique values 0 missing
C.044	numeric	2 unique values 0 missing
CATS2D_00_DD	numeric	2 unique values 0 missing
CATS2D_00_DP	numeric	2 unique values 0 missing
CATS2D_00_PP	numeric	2 unique values 0 missing
CATS2D_01_AA	numeric	3 unique values 0 missing
CATS2D_01_DA	numeric	2 unique values 0 missing
CATS2D_01_LL	numeric	14 unique values 0 missing
CATS2D_02_AL	numeric	12 unique values 0 missing
CATS2D_02_AP	numeric	2 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
CATS2D_02_DL	numeric	5 unique values 0 missing
CATS2D_02_LL	numeric	19 unique values 0 missing
CATS2D_02_PL	numeric	2 unique values 0 missing
CATS2D_03_AL	numeric	12 unique values 0 missing
CATS2D_03_DA	numeric	3 unique values 0 missing
CATS2D_03_DL	numeric	6 unique values 0 missing
CATS2D_03_LL	numeric	18 unique values 0 missing
CATS2D_03_PL	numeric	2 unique values 0 missing
CATS2D_04_AA	numeric	5 unique values 0 missing
CATS2D_04_AP	numeric	2 unique values 0 missing
CATS2D_04_DA	numeric	3 unique values 0 missing
CATS2D_04_DD	numeric	2 unique values 0 missing
CATS2D_04_DP	numeric	2 unique values 0 missing
CATS2D_04_LL	numeric	15 unique values 0 missing
CATS2D_04_PL	numeric	2 unique values 0 missing
CATS2D_05_AA	numeric	4 unique values 0 missing
CATS2D_05_DA	numeric	3 unique values 0 missing
CATS2D_05_LL	numeric	14 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

483

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

482

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile1MutualInformation

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

PercentageOfBinaryFeatures

Percentage of binary attributes.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

PercentageOfMissingValues

Percentage of missing values.

PercentageOfNumericFeatures

99.79

Percentage of numeric attributes.

PercentageOfSymbolicFeatures

0.21

Percentage of nominal attributes.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile1KurtosisOfNumericAtts

-0.64

First quartile of kurtosis among attributes of the numeric type.

Quartile1MeansOfNumericAtts

0.87

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.

Quartile1SkewnessOfNumericAtts

-0.56

First quartile of skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.13

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Quartile2KurtosisOfNumericAtts

0.17

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

Quartile2MeansOfNumericAtts

3.67

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

Quartile2MutualInformation

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

Quartile2SkewnessOfNumericAtts

-0.13

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

Quartile2StdDevOfNumericAtts

0.34

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

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

Quartile3KurtosisOfNumericAtts

1.78

Third quartile of kurtosis among attributes of the numeric type.

Quartile3MeansOfNumericAtts

9.53

Third quartile of means among attributes of the numeric type.

Quartile3MutualInformation

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

Quartile3SkewnessOfNumericAtts

0.54

Third quartile of skewness among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.18

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

AutoCorrelation

0.29

Average class difference between consecutive instances.

MeanMeansOfNumericAtts

91.2

Mean of means among attributes of the numeric type.

ClassEntropy

Entropy of the target attribute values.

Dimensionality

7.55

Number of attributes divided by the number of instances.

EquivalentNumberOfAtts

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MajorityClassSize

Number of instances belonging to the most frequent class.

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

Maximum kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

30796.6

Maximum of means among attributes of the numeric type.

MaxMutualInformation

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

MaxNominalAttDistinctValues

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

MaxSkewnessOfNumericAtts

Maximum skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

9905.43

Maximum standard deviation of attributes of the numeric type.

MeanAttributeEntropy

Average entropy of the attributes.

MeanKurtosisOfNumericAtts

3.27

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

MeanMutualInformation

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

MeanNoiseToSignalRatio

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

MeanNominalAttDistinctValues

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

MeanSkewnessOfNumericAtts

0.21

Mean skewness among attributes of the numeric type.

MeanStdDevOfNumericAtts

26.04

Mean standard deviation of attributes of the numeric type.

MinAttributeEntropy

Minimal entropy among attributes.

MinKurtosisOfNumericAtts

-1.96