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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4391

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 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: CHEMBL4391 (TID: 12570), and it has 66 rows and 425 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.

427 features

pXC50 (target)	numeric	23 unique values 0 missing
molecule_id (row identifier)	nominal	66 unique values 0 missing
H.046	numeric	11 unique values 0 missing
Eig01_AEA.bo.	numeric	27 unique values 0 missing
GATS1p	numeric	58 unique values 0 missing
Eig01_EA.bo.	numeric	23 unique values 0 missing
SpMin3_Bh.e.	numeric	32 unique values 0 missing
Eig02_AEA.bo.	numeric	25 unique values 0 missing
SpMin3_Bh.i.	numeric	19 unique values 0 missing
GGI5	numeric	39 unique values 0 missing
SpMax5_Bh.e.	numeric	46 unique values 0 missing
SM07_EA.bo.	numeric	45 unique values 0 missing
SpMax6_Bh.v.	numeric	50 unique values 0 missing
SM09_EA.bo.	numeric	44 unique values 0 missing
SpMax4_Bh.s.	numeric	27 unique values 0 missing
SM10_EA.bo.	numeric	44 unique values 0 missing
SM03_EA.ed.	numeric	31 unique values 0 missing
SM11_AEA.ri.	numeric	23 unique values 0 missing
SM05_EA	numeric	29 unique values 0 missing
SM11_EA.bo.	numeric	40 unique values 0 missing
SM06_AEA.ed.	numeric	46 unique values 0 missing
SM12_EA.bo.	numeric	40 unique values 0 missing
SM07_AEA.ed.	numeric	45 unique values 0 missing
SM13_EA.bo.	numeric	40 unique values 0 missing
SM07_EA	numeric	42 unique values 0 missing
SM14_EA.bo.	numeric	42 unique values 0 missing
SM08_EA	numeric	45 unique values 0 missing
SM15_EA.bo.	numeric	39 unique values 0 missing
Eig03_AEA.ed.	numeric	34 unique values 0 missing
SpDiam_EA.bo.	numeric	23 unique values 0 missing
Eig03_EA.ed.	numeric	41 unique values 0 missing
SpMax_AEA.bo.	numeric	27 unique values 0 missing
SM12_AEA.dm.	numeric	41 unique values 0 missing
SpMax_EA.bo.	numeric	23 unique values 0 missing
PHI	numeric	64 unique values 0 missing
ATS7s	numeric	64 unique values 0 missing
SsNH2	numeric	56 unique values 0 missing
ATS8s	numeric	64 unique values 0 missing
CATS2D_02_DL	numeric	3 unique values 0 missing
ATS5s	numeric	63 unique values 0 missing
SpMAD_AEA.ed.	numeric	40 unique values 0 missing
ATS6s	numeric	59 unique values 0 missing
GGI3	numeric	25 unique values 0 missing
ATSC6i	numeric	65 unique values 0 missing
ATSC1s	numeric	64 unique values 0 missing
Eig01_AEA.ri.	numeric	24 unique values 0 missing
C.034	numeric	3 unique values 0 missing
Eig01_EA	numeric	29 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig01_EA.ed.	numeric	30 unique values 0 missing
CATS2D_01_AN	numeric	2 unique values 0 missing
Eig01_EA.ri.	numeric	13 unique values 0 missing
CATS2D_01_DN	numeric	2 unique values 0 missing
Eig02_EA.bo.	numeric	16 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig02_EA.ed.	numeric	32 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
SM08_EA.bo.	numeric	44 unique values 0 missing
CATS2D_02_NL	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	29 unique values 0 missing
CATS2D_03_DA	numeric	4 unique values 0 missing
SM10_AEA.dm.	numeric	30 unique values 0 missing
CATS2D_03_NL	numeric	2 unique values 0 missing
SM11_AEA.dm.	numeric	32 unique values 0 missing
CATS2D_04_AP	numeric	3 unique values 0 missing
SM12_AEA.ri.	numeric	16 unique values 0 missing
CATS2D_05_AA	numeric	3 unique values 0 missing
SM14_EA.ed.	numeric	39 unique values 0 missing
CATS2D_05_AN	numeric	2 unique values 0 missing
SM15_EA.ed.	numeric	39 unique values 0 missing
CATS2D_06_AA	numeric	3 unique values 0 missing
SpDiam_EA	numeric	29 unique values 0 missing
CATS2D_06_AP	numeric	2 unique values 0 missing
SpDiam_EA.ed.	numeric	31 unique values 0 missing
CATS2D_06_DA	numeric	4 unique values 0 missing
SpDiam_EA.ri.	numeric	17 unique values 0 missing
CATS2D_07_NL	numeric	4 unique values 0 missing
SpMax1_Bh.v.	numeric	39 unique values 0 missing
CATS2D_08_DN	numeric	2 unique values 0 missing
SpMax_AEA.ri.	numeric	24 unique values 0 missing
CATS2D_08_NL	numeric	6 unique values 0 missing
SpMax_EA	numeric	29 unique values 0 missing
CATS2D_08_PN	numeric	2 unique values 0 missing
SpMax_EA.ed.	numeric	30 unique values 0 missing
CATS2D_09_AP	numeric	2 unique values 0 missing
SpMax_EA.ri.	numeric	13 unique values 0 missing
CATS2D_09_DA	numeric	4 unique values 0 missing
SsF	numeric	24 unique values 0 missing
CATS2D_09_DD	numeric	3 unique values 0 missing
ATS7e	numeric	63 unique values 0 missing
CATS2D_09_DL	numeric	7 unique values 0 missing
GGI6	numeric	39 unique values 0 missing
CATS2D_09_DP	numeric	3 unique values 0 missing
ATS3s	numeric	64 unique values 0 missing
D.Dtr10	numeric	11 unique values 0 missing
CATS2D_06_PL	numeric	5 unique values 0 missing
Eig02_EA.dm.	numeric	4 unique values 0 missing
ATS7i	numeric	64 unique values 0 missing
Eig03_EA.dm.	numeric	4 unique values 0 missing
ATS8e	numeric	66 unique values 0 missing
Eta_B_A	numeric	24 unique values 0 missing
ATS8i	numeric	65 unique values 0 missing
Eta_sh_x	numeric	31 unique values 0 missing
ATSC7i	numeric	66 unique values 0 missing
GATS2e	numeric	54 unique values 0 missing
ATSC8p	numeric	66 unique values 0 missing
GATS2s	numeric	55 unique values 0 missing
ATSC8v	numeric	65 unique values 0 missing
GATS8v	numeric	61 unique values 0 missing
GGI4	numeric	37 unique values 0 missing
H.050	numeric	5 unique values 0 missing
DELS	numeric	66 unique values 0 missing
Hy	numeric	37 unique values 0 missing
ATS4s	numeric	65 unique values 0 missing
IVDE	numeric	40 unique values 0 missing
ATSC5i	numeric	63 unique values 0 missing
JGI3	numeric	24 unique values 0 missing
ATSC8e	numeric	63 unique values 0 missing
MATS2e	numeric	55 unique values 0 missing
GGI7	numeric	37 unique values 0 missing
MATS2p	numeric	57 unique values 0 missing
ATS2s	numeric	59 unique values 0 missing
MATS3e	numeric	53 unique values 0 missing
TIC1	numeric	58 unique values 0 missing
N.069	numeric	2 unique values 0 missing
TIE	numeric	66 unique values 0 missing
NaaO	numeric	3 unique values 0 missing
SM05_EA.bo.	numeric	39 unique values 0 missing
NaasN	numeric	2 unique values 0 missing
SpMax2_Bh.p.	numeric	36 unique values 0 missing
nArNH2	numeric	2 unique values 0 missing
MAXDN	numeric	60 unique values 0 missing
nArNHR	numeric	2 unique values 0 missing
SdsssP	numeric	50 unique values 0 missing
nArOR	numeric	3 unique values 0 missing
Eig02_EA	numeric	35 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	35 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	41 unique values 0 missing
nHDon	numeric	5 unique values 0 missing
SM11_EA.ed.	numeric	41 unique values 0 missing
nImidazoles	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	41 unique values 0 missing
nO	numeric	4 unique values 0 missing
SM13_EA.ed.	numeric	41 unique values 0 missing
nP	numeric	2 unique values 0 missing
ATSC4s	numeric	66 unique values 0 missing
nP..O.O2R	numeric	2 unique values 0 missing
ATS6e	numeric	64 unique values 0 missing
nR05	numeric	5 unique values 0 missing
ATS6i	numeric	59 unique values 0 missing
nR09	numeric	2 unique values 0 missing
ATSC6p	numeric	66 unique values 0 missing
nR10	numeric	2 unique values 0 missing
ATSC7p	numeric	66 unique values 0 missing
nROH	numeric	4 unique values 0 missing
piPC06	numeric	47 unique values 0 missing
NsOH	numeric	4 unique values 0 missing
F.084	numeric	3 unique values 0 missing
NssNH	numeric	2 unique values 0 missing
ATSC7s	numeric	66 unique values 0 missing
NssO	numeric	3 unique values 0 missing
ATSC7v	numeric	66 unique values 0 missing
O.	numeric	30 unique values 0 missing
ATSC8i	numeric	65 unique values 0 missing
O.056	numeric	4 unique values 0 missing
SM06_EA.bo.	numeric	45 unique values 0 missing
P.120	numeric	2 unique values 0 missing
ATSC6v	numeric	65 unique values 0 missing
P_VSA_e_5	numeric	7 unique values 0 missing
ATSC4i	numeric	65 unique values 0 missing
P_VSA_LogP_3	numeric	17 unique values 0 missing
MATS1e	numeric	52 unique values 0 missing
P_VSA_MR_3	numeric	4 unique values 0 missing
CATS2D_06_DL	numeric	5 unique values 0 missing
P_VSA_p_2	numeric	12 unique values 0 missing
MWC09	numeric	47 unique values 0 missing
P_VSA_p_4	numeric	2 unique values 0 missing
MWC10	numeric	45 unique values 0 missing
P_VSA_s_1	numeric	2 unique values 0 missing
TWC	numeric	46 unique values 0 missing
P_VSA_s_6	numeric	23 unique values 0 missing
SpMax1_Bh.e.	numeric	34 unique values 0 missing
PW2	numeric	28 unique values 0 missing
MAXDP	numeric	65 unique values 0 missing
SaaO	numeric	47 unique values 0 missing
SM05_EA.ed.	numeric	43 unique values 0 missing
SaasN	numeric	51 unique values 0 missing
SM09_EA	numeric	43 unique values 0 missing
SAdon	numeric	5 unique values 0 missing
SM10_EA	numeric	46 unique values 0 missing
SpDiam_AEA.ri.	numeric	37 unique values 0 missing
SM11_EA	numeric	43 unique values 0 missing
SpMAD_AEA.bo.	numeric	37 unique values 0 missing
SM12_EA	numeric	45 unique values 0 missing
SpMAD_AEA.ri.	numeric	44 unique values 0 missing
SM13_EA	numeric	45 unique values 0 missing
SpMAD_EA	numeric	37 unique values 0 missing
SM14_EA	numeric	46 unique values 0 missing
SpMAD_EA.ed.	numeric	44 unique values 0 missing
SM15_EA	numeric	44 unique values 0 missing
SpMAD_EA.ri.	numeric	43 unique values 0 missing
GATS7v	numeric	62 unique values 0 missing
SpMin1_Bh.p.	numeric	41 unique values 0 missing
ZM1Kup	numeric	64 unique values 0 missing
SpMin1_Bh.v.	numeric	47 unique values 0 missing
SpMax5_Bh.i.	numeric	48 unique values 0 missing
SRW05	numeric	6 unique values 0 missing
SpMax6_Bh.i.	numeric	41 unique values 0 missing
SRW07	numeric	7 unique values 0 missing
SpMax6_Bh.p.	numeric	55 unique values 0 missing
SRW09	numeric	13 unique values 0 missing
ATSC3i	numeric	62 unique values 0 missing
SssNH	numeric	13 unique values 0 missing
Eig08_EA.ed.	numeric	45 unique values 0 missing
SssO	numeric	14 unique values 0 missing
SM03_AEA.ri.	numeric	45 unique values 0 missing
SM08_AEA.ed.	numeric	44 unique values 0 missing
GATS1s	numeric	62 unique values 0 missing
SpMin1_Bh.s.	numeric	46 unique values 0 missing
nF	numeric	4 unique values 0 missing
X1A	numeric	25 unique values 0 missing
NsF	numeric	4 unique values 0 missing
X2Av	numeric	40 unique values 0 missing
P_VSA_e_6	numeric	4 unique values 0 missing
CATS2D_03_AA	numeric	5 unique values 0 missing
SpMax1_Bh.s.	numeric	11 unique values 0 missing
MATS1v	numeric	48 unique values 0 missing
piPC07	numeric	46 unique values 0 missing
MATS3s	numeric	54 unique values 0 missing
Eig04_AEA.ed.	numeric	42 unique values 0 missing
TPSA.NO.	numeric	12 unique values 0 missing
SM05_EA.ri.	numeric	50 unique values 0 missing
X3A	numeric	20 unique values 0 missing
SM06_EA	numeric	45 unique values 0 missing
ATSC4e	numeric	65 unique values 0 missing
SM07_EA.ri.	numeric	57 unique values 0 missing
ON0V	numeric	53 unique values 0 missing
ON0	numeric	37 unique values 0 missing
SpMax6_Bh.e.	numeric	44 unique values 0 missing
Eig01_AEA.ed.	numeric	14 unique values 0 missing
Eig05_AEA.ri.	numeric	54 unique values 0 missing
SpMax1_Bh.i.	numeric	34 unique values 0 missing
Eig05_EA.ri.	numeric	58 unique values 0 missing
SpMax_AEA.ed.	numeric	14 unique values 0 missing
AAC	numeric	53 unique values 0 missing
ATS5v	numeric	58 unique values 0 missing
AECC	numeric	36 unique values 0 missing
GATS1e	numeric	56 unique values 0 missing
ALOGP	numeric	63 unique values 0 missing
Eig02_AEA.ri.	numeric	44 unique values 0 missing
ALOGP2	numeric	63 unique values 0 missing
Eig02_EA.ri.	numeric	47 unique values 0 missing
AMR	numeric	64 unique values 0 missing
ATSC7m	numeric	65 unique values 0 missing
AMW	numeric	61 unique values 0 missing
MATS6e	numeric	60 unique values 0 missing
ATS1e	numeric	57 unique values 0 missing
SPI	numeric	47 unique values 0 missing
ATS1i	numeric	58 unique values 0 missing
GATS4p	numeric	58 unique values 0 missing
ATS1m	numeric	56 unique values 0 missing
GATS4v	numeric	60 unique values 0 missing
ATS1p	numeric	58 unique values 0 missing
ATS4e	numeric	64 unique values 0 missing
ATS1v	numeric	56 unique values 0 missing
ATSC8s	numeric	66 unique values 0 missing
ATS2e	numeric	60 unique values 0 missing
MATS4p	numeric	60 unique values 0 missing
ATS2i	numeric	62 unique values 0 missing
MATS4v	numeric	62 unique values 0 missing
ATS2m	numeric	59 unique values 0 missing
ATS6p	numeric	66 unique values 0 missing
ATS2p	numeric	61 unique values 0 missing
ATS6v	numeric	64 unique values 0 missing
ATS2v	numeric	62 unique values 0 missing
SpDiam_AEA.bo.	numeric	47 unique values 0 missing
ATS3e	numeric	60 unique values 0 missing
P_VSA_m_2	numeric	60 unique values 0 missing
ATS3i	numeric	61 unique values 0 missing
Psi_e_1	numeric	64 unique values 0 missing
ATS3m	numeric	56 unique values 0 missing
ATSC4m	numeric	66 unique values 0 missing
ATS3p	numeric	63 unique values 0 missing
GATS4i	numeric	59 unique values 0 missing
ATS3v	numeric	61 unique values 0 missing
JGI5	numeric	19 unique values 0 missing
ATS4p	numeric	64 unique values 0 missing
ATS4i	numeric	62 unique values 0 missing
ATS4v	numeric	65 unique values 0 missing
ATSC3s	numeric	66 unique values 0 missing
ATS5i	numeric	58 unique values 0 missing
X0	numeric	40 unique values 0 missing
ATS5p	numeric	59 unique values 0 missing
ATS5e	numeric	61 unique values 0 missing
ATS6m	numeric	62 unique values 0 missing
SM11_EA.ri.	numeric	57 unique values 0 missing
ATS7m	numeric	65 unique values 0 missing
SM12_EA.ri.	numeric	57 unique values 0 missing
ATS7p	numeric	65 unique values 0 missing
SM13_EA.ri.	numeric	60 unique values 0 missing
ATS7v	numeric	63 unique values 0 missing
SM14_EA.ri.	numeric	58 unique values 0 missing
ATS8m	numeric	64 unique values 0 missing
SM15_EA.ri.	numeric	55 unique values 0 missing
ATS8p	numeric	64 unique values 0 missing
ATSC7e	numeric	65 unique values 0 missing
ATS8v	numeric	65 unique values 0 missing
ATSC8m	numeric	66 unique values 0 missing
ATSC1m	numeric	61 unique values 0 missing
MATS7v	numeric	60 unique values 0 missing
ATSC1p	numeric	62 unique values 0 missing
Eig01_AEA.dm.	numeric	46 unique values 0 missing
ATSC1v	numeric	62 unique values 0 missing
SpDiam_AEA.dm.	numeric	46 unique values 0 missing
ATSC2e	numeric	57 unique values 0 missing
SpMax_AEA.dm.	numeric	46 unique values 0 missing
ATSC2i	numeric	60 unique values 0 missing
MATS4i	numeric	59 unique values 0 missing
ATSC2m	numeric	64 unique values 0 missing
Eig07_EA.bo.	numeric	42 unique values 0 missing
ATSC2p	numeric	63 unique values 0 missing
Eig03_AEA.dm.	numeric	51 unique values 0 missing
ATSC2v	numeric	64 unique values 0 missing
SpMax1_Bh.p.	numeric	34 unique values 0 missing
ATSC3m	numeric	65 unique values 0 missing
DBI	numeric	26 unique values 0 missing
ATSC3p	numeric	64 unique values 0 missing
SpMax2_Bh.s.	numeric	17 unique values 0 missing
ATSC3v	numeric	64 unique values 0 missing
SpMax5_Bh.p.	numeric	54 unique values 0 missing
ATSC4p	numeric	66 unique values 0 missing
X2v	numeric	66 unique values 0 missing
ATSC5e	numeric	56 unique values 0 missing
MATS6p	numeric	56 unique values 0 missing
ATSC5m	numeric	65 unique values 0 missing
ATS1s	numeric	57 unique values 0 missing
ATSC5p	numeric	65 unique values 0 missing
nArX	numeric	3 unique values 0 missing
ATSC5s	numeric	66 unique values 0 missing
MATS7i	numeric	53 unique values 0 missing
CATS2D_05_DA	numeric	4 unique values 0 missing
Pol	numeric	21 unique values 0 missing
C.026	numeric	6 unique values 0 missing
Eig08_AEA.dm.	numeric	51 unique values 0 missing
ATSC3e	numeric	61 unique values 0 missing
Chi1_EA.dm.	numeric	41 unique values 0 missing
ATSC1i	numeric	59 unique values 0 missing
ATSC6e	numeric	64 unique values 0 missing
SpMax5_Bh.v.	numeric	55 unique values 0 missing
GATS6s	numeric	59 unique values 0 missing
CATS2D_05_PL	numeric	2 unique values 0 missing
MATS2s	numeric	57 unique values 0 missing
SM05_AEA.ed.	numeric	47 unique values 0 missing
ATSC2s	numeric	66 unique values 0 missing
ATSC6s	numeric	66 unique values 0 missing
C.025	numeric	4 unique values 0 missing
MATS7m	numeric	61 unique values 0 missing
Eta_C_A	numeric	63 unique values 0 missing
MATS1s	numeric	53 unique values 0 missing
piPC09	numeric	49 unique values 0 missing
X5A	numeric	12 unique values 0 missing
Eig06_AEA.bo.	numeric	37 unique values 0 missing
IAC	numeric	55 unique values 0 missing
TIC0	numeric	55 unique values 0 missing
piPC08	numeric	50 unique values 0 missing
piPC05	numeric	46 unique values 0 missing
Eta_sh_p	numeric	57 unique values 0 missing
BAC	numeric	25 unique values 0 missing
MATS6s	numeric	58 unique values 0 missing
SM08_EA.ri.	numeric	57 unique values 0 missing
SM09_EA.ri.	numeric	56 unique values 0 missing
SM10_EA.ri.	numeric	58 unique values 0 missing
X4A	numeric	16 unique values 0 missing
SaasC	numeric	66 unique values 0 missing
ATSC4v	numeric	66 unique values 0 missing
P_VSA_i_4	numeric	9 unique values 0 missing
Eig02_AEA.ed.	numeric	31 unique values 0 missing
SM08_EA.ed.	numeric	43 unique values 0 missing
SM09_EA.ed.	numeric	42 unique values 0 missing
piPC10	numeric	49 unique values 0 missing
SpMin2_Bh.i.	numeric	41 unique values 0 missing
LOC	numeric	37 unique values 0 missing
SpMin4_Bh.i.	numeric	35 unique values 0 missing
GATS6p	numeric	62 unique values 0 missing
ATS5m	numeric	63 unique values 0 missing
SaaaC	numeric	66 unique values 0 missing
SpMin1_Bh.i.	numeric	41 unique values 0 missing
ATSC1e	numeric	57 unique values 0 missing
Chi0_EA.dm.	numeric	41 unique values 0 missing
GATS3e	numeric	60 unique values 0 missing
GATS3s	numeric	59 unique values 0 missing
MATS6m	numeric	54 unique values 0 missing
Eig05_EA	numeric	43 unique values 0 missing
SM04_AEA.ed.	numeric	44 unique values 0 missing
SM13_AEA.bo.	numeric	43 unique values 0 missing
SM06_EA.ri.	numeric	61 unique values 0 missing
SpMin7_Bh.v.	numeric	45 unique values 0 missing
Eig03_EA.ri.	numeric	56 unique values 0 missing
SpMax2_Bh.m.	numeric	46 unique values 0 missing
ON1	numeric	36 unique values 0 missing
SM04_EA.ri.	numeric	58 unique values 0 missing
CIC5	numeric	42 unique values 0 missing
SpMax8_Bh.i.	numeric	41 unique values 0 missing
ARR	numeric	25 unique values 0 missing
MATS6i	numeric	58 unique values 0 missing
ATS4m	numeric	59 unique values 0 missing
SM02_EA.ed.	numeric	42 unique values 0 missing
SM03_AEA.ed.	numeric	42 unique values 0 missing
SsCH3	numeric	49 unique values 0 missing
GATS6e	numeric	62 unique values 0 missing
SM04_EA.ed.	numeric	42 unique values 0 missing
SM06_EA.ed.	numeric	43 unique values 0 missing
SM07_EA.ed.	numeric	42 unique values 0 missing
SM09_AEA.ed.	numeric	42 unique values 0 missing
SM10_AEA.ed.	numeric	44 unique values 0 missing
SM11_AEA.ed.	numeric	43 unique values 0 missing
SM12_AEA.ed.	numeric	42 unique values 0 missing
SM13_AEA.ed.	numeric	43 unique values 0 missing
SM14_AEA.ed.	numeric	43 unique values 0 missing
SM15_AEA.ed.	numeric	42 unique values 0 missing
SpMin4_Bh.e.	numeric	37 unique values 0 missing
P_VSA_v_2	numeric	17 unique values 0 missing
SAacc	numeric	17 unique values 0 missing
Eta_beta_A	numeric	48 unique values 0 missing
Eta_FL_A	numeric	48 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

427

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

426

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.3

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.53

Minimum kurtosis among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.67

Minimum of means among attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

471.42

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

PercentageOfNumericFeatures

99.77

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

9.62

Third quartile of means 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.

PercentageOfSymbolicFeatures

0.23

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-2.37

Minimum skewness among attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

0.4

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

7.31

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1KurtosisOfNumericAtts

-0.14

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

0.79

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

MaxStdDevOfNumericAtts

66.34

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

1.24

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.

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MutualInformation

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

MeanKurtosisOfNumericAtts

0.91

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1SkewnessOfNumericAtts

-1.4

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

12.37

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.15

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

AutoCorrelation

0.43

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

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

Quartile2KurtosisOfNumericAtts

0.63

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

Dimensionality

6.47

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

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.

MeanSkewnessOfNumericAtts

-0.34

Mean skewness among 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.

MeanStdDevOfNumericAtts

2.45

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

-0.4