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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795117

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: CHEMBL1795117 (TID: 104197), and it has 64 rows and 492 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent Molecular Descriptors which were generated from SMILES strings. Missing value imputation was applied to this dataset (By choosing the Median). Feature selection was also applied.

494 features

pXC50 (target)	numeric	43 unique values 0 missing
molecule_id (row identifier)	nominal	64 unique values 0 missing
ATS1i	numeric	56 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
ATS2e	numeric	57 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
ATS4e	numeric	61 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
ATS4i	numeric	62 unique values 0 missing
DLS_cons	numeric	25 unique values 0 missing
ATS5e	numeric	61 unique values 0 missing
GATS2s	numeric	59 unique values 0 missing
ATS5s	numeric	60 unique values 0 missing
P_VSA_LogP_2	numeric	33 unique values 0 missing
Se	numeric	54 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
SpMax6_Bh.e.	numeric	56 unique values 0 missing
nHAcc	numeric	9 unique values 0 missing
TIC1	numeric	57 unique values 0 missing
nHet	numeric	9 unique values 0 missing
TIC2	numeric	61 unique values 0 missing
TPSA.Tot.	numeric	27 unique values 0 missing
TIC3	numeric	56 unique values 0 missing
MATS2s	numeric	56 unique values 0 missing
TIC4	numeric	54 unique values 0 missing
SpMax1_Bh.s.	numeric	12 unique values 0 missing
TIC5	numeric	54 unique values 0 missing
SdssC	numeric	44 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
ATSC2e	numeric	52 unique values 0 missing
SM11_EA.ri.	numeric	54 unique values 0 missing
GATS2e	numeric	56 unique values 0 missing
SM12_EA.ri.	numeric	55 unique values 0 missing
P_VSA_p_2	numeric	25 unique values 0 missing
SpMin2_Bh.s.	numeric	38 unique values 0 missing
P_VSA_v_2	numeric	29 unique values 0 missing
SpMax6_Bh.m.	numeric	51 unique values 0 missing
SAacc	numeric	29 unique values 0 missing
ATS2p	numeric	59 unique values 0 missing
TPSA.NO.	numeric	25 unique values 0 missing
ATS3p	numeric	60 unique values 0 missing
ATSC2s	numeric	64 unique values 0 missing
ATS5p	numeric	61 unique values 0 missing
SM03_EA.dm.	numeric	13 unique values 0 missing
ATS6p	numeric	62 unique values 0 missing
SM05_EA.dm.	numeric	15 unique values 0 missing
ATSC1p	numeric	57 unique values 0 missing
SM07_EA.dm.	numeric	16 unique values 0 missing
SpMin4_Bh.s.	numeric	38 unique values 0 missing
SM09_EA.dm.	numeric	15 unique values 0 missing
X2sol	numeric	55 unique values 0 missing
SM11_EA.dm.	numeric	14 unique values 0 missing
nCs	numeric	8 unique values 0 missing
SM13_EA.dm.	numeric	14 unique values 0 missing
CATS2D_05_AL	numeric	11 unique values 0 missing
SM15_EA.dm.	numeric	14 unique values 0 missing
GGI2	numeric	13 unique values 0 missing
DELS	numeric	64 unique values 0 missing
GGI10	numeric	36 unique values 0 missing
DLS_02	numeric	5 unique values 0 missing
SpMax7_Bh.i.	numeric	54 unique values 0 missing
ATSC3s	numeric	64 unique values 0 missing
TWC	numeric	48 unique values 0 missing
GGI3	numeric	22 unique values 0 missing
SM05_AEA.ed.	numeric	48 unique values 0 missing
ATSC5s	numeric	64 unique values 0 missing
SM06_AEA.ed.	numeric	47 unique values 0 missing
ATSC5m	numeric	64 unique values 0 missing
Eig07_AEA.ed.	numeric	32 unique values 0 missing
Chi1_EA.dm.	numeric	51 unique values 0 missing
ATSC2m	numeric	62 unique values 0 missing
ZM2Mad	numeric	63 unique values 0 missing
SssNH	numeric	55 unique values 0 missing
ARR	numeric	28 unique values 0 missing
ECC	numeric	46 unique values 0 missing
CATS2D_09_DA	numeric	4 unique values 0 missing
IDE	numeric	49 unique values 0 missing
PW4	numeric	28 unique values 0 missing
MSD	numeric	49 unique values 0 missing
SAdon	numeric	10 unique values 0 missing
UNIP	numeric	45 unique values 0 missing
Eig09_AEA.dm.	numeric	42 unique values 0 missing
SMTIV	numeric	61 unique values 0 missing
SM08_EA.ed.	numeric	41 unique values 0 missing
P_VSA_s_5	numeric	7 unique values 0 missing
Eig06_AEA.dm.	numeric	39 unique values 0 missing
XMOD	numeric	62 unique values 0 missing
X2A	numeric	23 unique values 0 missing
P_VSA_LogP_4	numeric	12 unique values 0 missing
SpMax8_Bh.m.	numeric	51 unique values 0 missing
CENT	numeric	49 unique values 0 missing
ATSC8e	numeric	59 unique values 0 missing
Chi1_EA.bo.	numeric	51 unique values 0 missing
TIE	numeric	64 unique values 0 missing
Dz	numeric	49 unique values 0 missing
ATS8s	numeric	61 unique values 0 missing
MDDD	numeric	49 unique values 0 missing
CSI	numeric	49 unique values 0 missing
Psi_e_0	numeric	60 unique values 0 missing
SM03_EA.ed.	numeric	30 unique values 0 missing
X0	numeric	41 unique values 0 missing
SM05_EA	numeric	26 unique values 0 missing
Eig03_EA	numeric	32 unique values 0 missing
SM07_EA	numeric	41 unique values 0 missing
Eig04_AEA.ed.	numeric	26 unique values 0 missing
SM08_EA	numeric	45 unique values 0 missing
SM03_EA.bo.	numeric	22 unique values 0 missing
SM09_EA	numeric	43 unique values 0 missing
SM11_AEA.bo.	numeric	32 unique values 0 missing
SM09_EA.ed.	numeric	39 unique values 0 missing
IDET	numeric	49 unique values 0 missing
SM10_EA	numeric	48 unique values 0 missing
LPRS	numeric	49 unique values 0 missing
SM10_EA.ed.	numeric	38 unique values 0 missing
Psi_e_1	numeric	62 unique values 0 missing
SM11_EA	numeric	45 unique values 0 missing
Xu	numeric	49 unique values 0 missing
SM11_EA.ed.	numeric	35 unique values 0 missing
ATS3i	numeric	59 unique values 0 missing
SM12_EA.ed.	numeric	38 unique values 0 missing
ATSC7v	numeric	64 unique values 0 missing
ATSC4s	numeric	64 unique values 0 missing
ATSC8v	numeric	64 unique values 0 missing
ATSC6e	numeric	58 unique values 0 missing
Eig05_AEA.bo.	numeric	42 unique values 0 missing
ATSC5e	numeric	59 unique values 0 missing
Eig05_EA	numeric	40 unique values 0 missing
DLS_04	numeric	6 unique values 0 missing
Eig06_EA.ed.	numeric	35 unique values 0 missing
ZM1Mad	numeric	61 unique values 0 missing
SM13_AEA.bo.	numeric	40 unique values 0 missing
ATS2m	numeric	61 unique values 0 missing
SM15_AEA.dm.	numeric	35 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
SpMax4_Bh.p.	numeric	47 unique values 0 missing
nCONN	numeric	2 unique values 0 missing
SpMax6_Bh.i.	numeric	48 unique values 0 missing
SpMax5_Bh.m.	numeric	54 unique values 0 missing
SpMax7_Bh.e.	numeric	53 unique values 0 missing
DBI	numeric	26 unique values 0 missing
SpMin3_Bh.s.	numeric	42 unique values 0 missing
Eig04_AEA.dm.	numeric	34 unique values 0 missing
SpMin8_Bh.p.	numeric	50 unique values 0 missing
Eig10_AEA.dm.	numeric	42 unique values 0 missing
ZM2MulPer	numeric	61 unique values 0 missing
Eta_L	numeric	64 unique values 0 missing
ZM2Per	numeric	61 unique values 0 missing
ICR	numeric	44 unique values 0 missing
ZM2V	numeric	50 unique values 0 missing
SdO	numeric	51 unique values 0 missing
ATS7p	numeric	64 unique values 0 missing
ZM1Kup	numeric	57 unique values 0 missing
ATSC4i	numeric	64 unique values 0 missing
ZM1Per	numeric	61 unique values 0 missing
ATSC4p	numeric	64 unique values 0 missing
ZM1V	numeric	46 unique values 0 missing
ATSC6v	numeric	64 unique values 0 missing
CATS2D_02_DA	numeric	3 unique values 0 missing
CATS2D_04_DL	numeric	9 unique values 0 missing
Eig03_EA.dm.	numeric	7 unique values 0 missing
Eig05_AEA.ri.	numeric	49 unique values 0 missing
Eig05_AEA.dm.	numeric	48 unique values 0 missing
Eig12_AEA.dm.	numeric	38 unique values 0 missing
GATS1s	numeric	55 unique values 0 missing
IDDE	numeric	39 unique values 0 missing
LLS_02	numeric	5 unique values 0 missing
ON1V	numeric	56 unique values 0 missing
MATS2e	numeric	56 unique values 0 missing
SpMin6_Bh.s.	numeric	49 unique values 0 missing
NdO	numeric	3 unique values 0 missing
SpMin7_Bh.v.	numeric	52 unique values 0 missing
NdssC	numeric	3 unique values 0 missing
D.Dtr05	numeric	49 unique values 0 missing
O.058	numeric	3 unique values 0 missing
S3K	numeric	54 unique values 0 missing
P_VSA_MR_2	numeric	22 unique values 0 missing
C.002	numeric	5 unique values 0 missing
SpDiam_AEA.bo.	numeric	24 unique values 0 missing
nCsp3	numeric	12 unique values 0 missing
SpMax2_Bh.s.	numeric	9 unique values 0 missing
SM05_EA.ed.	numeric	43 unique values 0 missing
SPI	numeric	49 unique values 0 missing
SM06_EA.ed.	numeric	42 unique values 0 missing
ATS4m	numeric	61 unique values 0 missing
SM07_EA.ed.	numeric	43 unique values 0 missing
X3v	numeric	64 unique values 0 missing
SM11_AEA.ed.	numeric	41 unique values 0 missing
ATS3m	numeric	60 unique values 0 missing
SM12_AEA.ed.	numeric	42 unique values 0 missing
IAC	numeric	52 unique values 0 missing
SM12_EA	numeric	45 unique values 0 missing
TIC0	numeric	52 unique values 0 missing
SM13_AEA.ed.	numeric	44 unique values 0 missing
Chi0_EA.dm.	numeric	51 unique values 0 missing
SM13_EA	numeric	45 unique values 0 missing
DECC	numeric	47 unique values 0 missing
SM14_EA	numeric	44 unique values 0 missing
H.050	numeric	5 unique values 0 missing
SM15_EA	numeric	43 unique values 0 missing
nHDon	numeric	5 unique values 0 missing
SpMin1_Bh.s.	numeric	34 unique values 0 missing
MATS6e	numeric	56 unique values 0 missing
SpMin7_Bh.s.	numeric	49 unique values 0 missing
Eta_alpha	numeric	50 unique values 0 missing
ATS6i	numeric	64 unique values 0 missing
Eta_C	numeric	64 unique values 0 missing
Eig09_AEA.ed.	numeric	29 unique values 0 missing
ATSC7s	numeric	64 unique values 0 missing
AECC	numeric	48 unique values 0 missing
SpMax3_Bh.s.	numeric	9 unique values 0 missing
CATS2D_03_DL	numeric	5 unique values 0 missing
ATS5m	numeric	63 unique values 0 missing
Eig05_EA.dm.	numeric	8 unique values 0 missing
Eig02_EA.dm.	numeric	18 unique values 0 missing
nH	numeric	26 unique values 0 missing
SM02_EA.dm.	numeric	30 unique values 0 missing
P_VSA_LogP_7	numeric	33 unique values 0 missing
SpAD_EA.dm.	numeric	30 unique values 0 missing
Eig03_AEA.dm.	numeric	29 unique values 0 missing
HDcpx	numeric	39 unique values 0 missing
ATS5i	numeric	59 unique values 0 missing
Pol	numeric	28 unique values 0 missing
Eig06_AEA.ed.	numeric	34 unique values 0 missing
Hy	numeric	47 unique values 0 missing
ATS6e	numeric	63 unique values 0 missing
ATS6m	numeric	62 unique values 0 missing
nBT	numeric	34 unique values 0 missing
ATSC2p	numeric	62 unique values 0 missing
ON0V	numeric	51 unique values 0 missing
X2v	numeric	64 unique values 0 missing
SpMax6_Bh.v.	numeric	56 unique values 0 missing
ATS1m	numeric	56 unique values 0 missing
SpMax7_Bh.v.	numeric	56 unique values 0 missing
MW	numeric	54 unique values 0 missing
ATSC6p	numeric	64 unique values 0 missing
GNar	numeric	35 unique values 0 missing
SaasN	numeric	46 unique values 0 missing
SpMax6_Bh.s.	numeric	35 unique values 0 missing
SM05_EA.bo.	numeric	38 unique values 0 missing
ATS7m	numeric	62 unique values 0 missing
Eig04_AEA.bo.	numeric	28 unique values 0 missing
Eig02_EA.ed.	numeric	25 unique values 0 missing
Eig04_EA	numeric	34 unique values 0 missing
SM11_AEA.dm.	numeric	25 unique values 0 missing
Eig05_AEA.ed.	numeric	31 unique values 0 missing
ATSC4e	numeric	58 unique values 0 missing
SM12_AEA.bo.	numeric	34 unique values 0 missing
ATSC3p	numeric	64 unique values 0 missing
ATS3v	numeric	60 unique values 0 missing
P_VSA_MR_5	numeric	46 unique values 0 missing
ATS4v	numeric	63 unique values 0 missing
AMR	numeric	62 unique values 0 missing
ATS3e	numeric	60 unique values 0 missing
SM14_AEA.ed.	numeric	43 unique values 0 missing
ATS7e	numeric	62 unique values 0 missing
SM15_AEA.ed.	numeric	43 unique values 0 missing
ATS8e	numeric	61 unique values 0 missing
SpDiam_AEA.ri.	numeric	31 unique values 0 missing
D.Dtr09	numeric	49 unique values 0 missing
Eig07_EA.ri.	numeric	53 unique values 0 missing
Eig04_AEA.ri.	numeric	42 unique values 0 missing
ATSC7e	numeric	63 unique values 0 missing
GGI5	numeric	35 unique values 0 missing
Eig07_AEA.dm.	numeric	39 unique values 0 missing
GGI9	numeric	35 unique values 0 missing
P_VSA_e_5	numeric	8 unique values 0 missing
HVcpx	numeric	46 unique values 0 missing
P_VSA_m_3	numeric	12 unique values 0 missing
IDMT	numeric	49 unique values 0 missing
RBN	numeric	11 unique values 0 missing
ON1	numeric	44 unique values 0 missing
X3A	numeric	13 unique values 0 missing
ZM1MulPer	numeric	61 unique values 0 missing
ATSC6s	numeric	64 unique values 0 missing
SpMax7_Bh.s.	numeric	33 unique values 0 missing
ATSC1i	numeric	53 unique values 0 missing
X0v	numeric	58 unique values 0 missing
ATSC2i	numeric	59 unique values 0 missing
CATS2D_04_DD	numeric	3 unique values 0 missing
ATS2s	numeric	58 unique values 0 missing
Eig01_EA.dm.	numeric	9 unique values 0 missing
ATS3s	numeric	61 unique values 0 missing
Eig14_AEA.dm.	numeric	40 unique values 0 missing
VAR	numeric	43 unique values 0 missing
SM12_EA.dm.	numeric	19 unique values 0 missing
BAC	numeric	31 unique values 0 missing
SpDiam_EA.dm.	numeric	9 unique values 0 missing
ATSC3m	numeric	64 unique values 0 missing
SpMax_EA.dm.	numeric	9 unique values 0 missing
ATSC4m	numeric	64 unique values 0 missing
SpMin6_Bh.p.	numeric	58 unique values 0 missing
Eta_beta_A	numeric	51 unique values 0 missing
SpMin6_Bh.v.	numeric	57 unique values 0 missing
Eig03_AEA.ed.	numeric	32 unique values 0 missing
ATS2v	numeric	60 unique values 0 missing
MCD	numeric	28 unique values 0 missing
ATS5v	numeric	62 unique values 0 missing
SM14_EA.ed.	numeric	34 unique values 0 missing
MAXDP	numeric	63 unique values 0 missing
SM15_EA.ed.	numeric	34 unique values 0 missing
GATS1e	numeric	52 unique values 0 missing
SM13_EA.ed.	numeric	34 unique values 0 missing
RBF	numeric	36 unique values 0 missing
GGI8	numeric	36 unique values 0 missing
SpMin4_Bh.i.	numeric	43 unique values 0 missing
Eta_B	numeric	29 unique values 0 missing
Eig04_EA.ed.	numeric	32 unique values 0 missing
GGI1	numeric	14 unique values 0 missing
SM03_AEA.ed.	numeric	46 unique values 0 missing
SM03_EA.ri.	numeric	41 unique values 0 missing
SM13_AEA.dm.	numeric	32 unique values 0 missing
SM05_EA.ri.	numeric	54 unique values 0 missing
ATS6v	numeric	62 unique values 0 missing
SM07_AEA.ed.	numeric	46 unique values 0 missing
ATS7v	numeric	61 unique values 0 missing
SM07_EA.ri.	numeric	53 unique values 0 missing
ATS8p	numeric	63 unique values 0 missing
SM08_EA.ri.	numeric	61 unique values 0 missing
ATS8v	numeric	60 unique values 0 missing
SM10_EA.ri.	numeric	59 unique values 0 missing
Chi0_EA.bo.	numeric	49 unique values 0 missing
SpMAD_EA.bo.	numeric	47 unique values 0 missing
Psi_i_0	numeric	59 unique values 0 missing
ATS7s	numeric	64 unique values 0 missing
SpMax5_Bh.p.	numeric	57 unique values 0 missing
Psi_i_s	numeric	53 unique values 0 missing
SpMax6_Bh.p.	numeric	57 unique values 0 missing
ATS4p	numeric	62 unique values 0 missing
Sv	numeric	54 unique values 0 missing
ATSC4v	numeric	64 unique values 0 missing
ZM2Kup	numeric	62 unique values 0 missing
Eig11_AEA.dm.	numeric	35 unique values 0 missing
SpMin4_Bh.e.	numeric	43 unique values 0 missing
SM08_AEA.ed.	numeric	46 unique values 0 missing
Eig07_EA	numeric	42 unique values 0 missing
Eig06_AEA.ri.	numeric	54 unique values 0 missing
Eig08_EA.ed.	numeric	35 unique values 0 missing
Eig06_EA.ri.	numeric	52 unique values 0 missing
SM03_AEA.ri.	numeric	35 unique values 0 missing
Eta_betaS	numeric	34 unique values 0 missing
SM15_AEA.bo.	numeric	42 unique values 0 missing
SpMax8_Bh.s.	numeric	41 unique values 0 missing
AAC	numeric	50 unique values 0 missing
ALOGP	numeric	61 unique values 0 missing
ALOGP2	numeric	58 unique values 0 missing
PHI	numeric	56 unique values 0 missing
AMW	numeric	53 unique values 0 missing
X0A	numeric	21 unique values 0 missing
ATS1p	numeric	53 unique values 0 missing
CATS2D_05_DL	numeric	6 unique values 0 missing
ATS1v	numeric	55 unique values 0 missing
Eig01_AEA.ri.	numeric	13 unique values 0 missing
ATS2i	numeric	56 unique values 0 missing
Eig02_AEA.ri.	numeric	28 unique values 0 missing
ATS6s	numeric	60 unique values 0 missing
P_VSA_LogP_8	numeric	7 unique values 0 missing
ATSC1e	numeric	49 unique values 0 missing
SpMax_AEA.ri.	numeric	13 unique values 0 missing
ATSC1m	numeric	57 unique values 0 missing
SssO	numeric	57 unique values 0 missing
ATSC1s	numeric	63 unique values 0 missing
ATS8m	numeric	62 unique values 0 missing
ATSC1v	numeric	57 unique values 0 missing
ATS4s	numeric	63 unique values 0 missing
ATSC3i	numeric	63 unique values 0 missing
ATS7i	numeric	62 unique values 0 missing
ATSC5i	numeric	62 unique values 0 missing
ATS8i	numeric	62 unique values 0 missing
ATSC6i	numeric	59 unique values 0 missing
ATSC2v	numeric	60 unique values 0 missing
ATSC7i	numeric	61 unique values 0 missing
ATSC3v	numeric	64 unique values 0 missing
ATSC7p	numeric	63 unique values 0 missing
ATSC5v	numeric	64 unique values 0 missing
ATSC8i	numeric	64 unique values 0 missing
Eig15_AEA.dm.	numeric	37 unique values 0 missing
ATSC8p	numeric	64 unique values 0 missing
GGI4	numeric	37 unique values 0 missing
BBI	numeric	26 unique values 0 missing
GMTIV	numeric	61 unique values 0 missing
BIC0	numeric	43 unique values 0 missing
ISIZ	numeric	31 unique values 0 missing
BIC1	numeric	52 unique values 0 missing
nAT	numeric	31 unique values 0 missing
BIC2	numeric	47 unique values 0 missing
P_VSA_i_3	numeric	38 unique values 0 missing
BIC3	numeric	39 unique values 0 missing
SAtot	numeric	59 unique values 0 missing
BIC4	numeric	38 unique values 0 missing
Si	numeric	54 unique values 0 missing
BIC5	numeric	37 unique values 0 missing
SpMax4_Bh.m.	numeric	47 unique values 0 missing
BID	numeric	28 unique values 0 missing
SpMax4_Bh.s.	numeric	20 unique values 0 missing
BLI	numeric	53 unique values 0 missing
SpMax7_Bh.m.	numeric	58 unique values 0 missing
BLTA96	numeric	53 unique values 0 missing
SpMax8_Bh.i.	numeric	43 unique values 0 missing
BLTD48	numeric	53 unique values 0 missing
VvdwZAZ	numeric	54 unique values 0 missing
BLTF96	numeric	51 unique values 0 missing
X5v	numeric	63 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
ATSC3e	numeric	58 unique values 0 missing
C.	numeric	33 unique values 0 missing
ATS1s	numeric	60 unique values 0 missing
C.001	numeric	6 unique values 0 missing
Eta_epsi	numeric	53 unique values 0 missing
C.003	numeric	2 unique values 0 missing
ON0	numeric	35 unique values 0 missing
C.004	numeric	2 unique values 0 missing
S2K	numeric	56 unique values 0 missing
C.005	numeric	2 unique values 0 missing
SM04_EA.dm.	numeric	28 unique values 0 missing
C.006	numeric	5 unique values 0 missing
SM06_EA.dm.	numeric	24 unique values 0 missing
C.008	numeric	4 unique values 0 missing
SM08_EA.dm.	numeric	22 unique values 0 missing
C.009	numeric	2 unique values 0 missing
SM10_EA.dm.	numeric	20 unique values 0 missing
C.011	numeric	2 unique values 0 missing
SM14_EA.dm.	numeric	19 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eta_C_A	numeric	59 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig06_AEA.bo.	numeric	36 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig06_EA.bo.	numeric	35 unique values 0 missing
C.016	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	58 unique values 0 missing
C.017	numeric	2 unique values 0 missing
Eig07_EA.ed.	numeric	36 unique values 0 missing
C.019	numeric	2 unique values 0 missing
Eig08_AEA.ed.	numeric	28 unique values 0 missing
C.021	numeric	2 unique values 0 missing
SM02_AEA.ri.	numeric	36 unique values 0 missing
C.022	numeric	2 unique values 0 missing
Eig08_AEA.dm.	numeric	38 unique values 0 missing
C.024	numeric	7 unique values 0 missing
ATSC6m	numeric	64 unique values 0 missing
C.025	numeric	5 unique values 0 missing
ATSC7m	numeric	64 unique values 0 missing
C.026	numeric	4 unique values 0 missing
ATSC8m	numeric	64 unique values 0 missing
C.027	numeric	3 unique values 0 missing
MATS1s	numeric	48 unique values 0 missing
C.028	numeric	3 unique values 0 missing
nDB	numeric	4 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig03_AEA.ri.	numeric	45 unique values 0 missing
C.033	numeric	2 unique values 0 missing
S1K	numeric	50 unique values 0 missing
C.034	numeric	2 unique values 0 missing
Eig03_EA.ri.	numeric	41 unique values 0 missing
C.040	numeric	3 unique values 0 missing
SsOH	numeric	62 unique values 0 missing
C.041	numeric	2 unique values 0 missing
GATS2v	numeric	52 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig04_EA.dm.	numeric	13 unique values 0 missing
C.043	numeric	2 unique values 0 missing
GGI6	numeric	35 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
X0sol	numeric	48 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
ATSC8s	numeric	64 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig02_EA	numeric	22 unique values 0 missing
CATS2D_01_AA	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	22 unique values 0 missing
CATS2D_01_AN	numeric	2 unique values 0 missing
SM09_EA.ri.	numeric	55 unique values 0 missing
CATS2D_01_DN	numeric	2 unique values 0 missing
MWC10	numeric	47 unique values 0 missing
CATS2D_01_LL	numeric	14 unique values 0 missing
MATS6s	numeric	51 unique values 0 missing
Uindex	numeric	48 unique values 0 missing
ATSC5p	numeric	64 unique values 0 missing
X4v	numeric	61 unique values 0 missing
Eig01_EA	numeric	13 unique values 0 missing
Eig01_EA.ed.	numeric	15 unique values 0 missing
Eig02_AEA.ed.	numeric	17 unique values 0 missing
SM09_AEA.bo.	numeric	13 unique values 0 missing
SM10_AEA.dm.	numeric	15 unique values 0 missing
SpDiam_EA	numeric	13 unique values 0 missing
SpDiam_EA.ed.	numeric	20 unique values 0 missing
SpMax_EA	numeric	13 unique values 0 missing
SpMax_EA.ed.	numeric	15 unique values 0 missing
Eig06_EA	numeric	42 unique values 0 missing
SM14_AEA.bo.	numeric	42 unique values 0 missing
X2	numeric	49 unique values 0 missing
nO	numeric	4 unique values 0 missing
SpMax2_Bh.m.	numeric	36 unique values 0 missing
ATS1e	numeric	51 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

494

Number of attributes (columns) of the dataset.

NumberOfClasses

Number of distinct values of the target attribute (if it is nominal).

NumberOfMissingValues

Number of missing values in the dataset.

NumberOfInstancesWithMissingValues

Number of instances with at least one value missing.

NumberOfNumericFeatures

493

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

1.6

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

2.91

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

261.24

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.21

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.21

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

AutoCorrelation

0.06

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

0.44

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

Dimensionality

7.72

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

0.62

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

4.38

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

119.53

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

0.31

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-2.05

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.34

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

-2.28

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

48520.55

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

2.72

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

99.8

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

14.1

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-4.39

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.2

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

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

1.18

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

23275.6

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-0.15

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.68

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

Show all 62 properties