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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3759

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: CHEMBL3759 (TID: 11290), and it has 1171 rows and 406 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.

408 features

pXC50 (target)	numeric	598 unique values 0 missing
molecule_id (row identifier)	nominal	1171 unique values 0 missing
SM06_EA.ri.	numeric	774 unique values 0 missing
N.	numeric	135 unique values 0 missing
SpAD_AEA.bo.	numeric	789 unique values 0 missing
ATSC6p	numeric	1003 unique values 0 missing
Eig15_AEA.bo.	numeric	512 unique values 0 missing
ATSC5p	numeric	1001 unique values 0 missing
SRW04	numeric	125 unique values 0 missing
SpMin7_Bh.s.	numeric	432 unique values 0 missing
Eig12_AEA.ed.	numeric	468 unique values 0 missing
NRS	numeric	6 unique values 0 missing
BBI	numeric	58 unique values 0 missing
SpMin5_Bh.m.	numeric	376 unique values 0 missing
MPC02	numeric	58 unique values 0 missing
Eig05_EA.ri.	numeric	651 unique values 0 missing
SM02_EA	numeric	58 unique values 0 missing
SpMin5_Bh.i.	numeric	424 unique values 0 missing
Eig06_EA.dm.	numeric	17 unique values 0 missing
ATSC6v	numeric	1022 unique values 0 missing
P_VSA_s_6	numeric	201 unique values 0 missing
SpMin4_Bh.i.	numeric	461 unique values 0 missing
SpMin8_Bh.s.	numeric	388 unique values 0 missing
SpMin5_Bh.e.	numeric	419 unique values 0 missing
ALOGP	numeric	856 unique values 0 missing
SpMin4_Bh.m.	numeric	378 unique values 0 missing
ALOGP2	numeric	924 unique values 0 missing
SpMin4_Bh.e.	numeric	451 unique values 0 missing
MDDD	numeric	707 unique values 0 missing
P_VSA_LogP_6	numeric	105 unique values 0 missing
SpMin6_Bh.v.	numeric	460 unique values 0 missing
nN	numeric	9 unique values 0 missing
Wap	numeric	690 unique values 0 missing
ATSC7p	numeric	997 unique values 0 missing
MWC04	numeric	325 unique values 0 missing
nC	numeric	33 unique values 0 missing
SpMin6_Bh.p.	numeric	464 unique values 0 missing
SpMax4_Bh.p.	numeric	513 unique values 0 missing
X2	numeric	656 unique values 0 missing
Eig05_EA.dm.	numeric	26 unique values 0 missing
SpMax3_Bh.i.	numeric	442 unique values 0 missing
CIC0	numeric	470 unique values 0 missing
SpMax3_Bh.v.	numeric	473 unique values 0 missing
P_VSA_e_1	numeric	42 unique values 0 missing
AAC	numeric	355 unique values 0 missing
P_VSA_m_1	numeric	42 unique values 0 missing
IC0	numeric	355 unique values 0 missing
P_VSA_s_2	numeric	55 unique values 0 missing
IDMT	numeric	743 unique values 0 missing
P_VSA_v_1	numeric	42 unique values 0 missing
SAtot	numeric	853 unique values 0 missing
CATS2D_04_LL	numeric	25 unique values 0 missing
SM02_AEA.ed.	numeric	179 unique values 0 missing
Psi_i_1	numeric	927 unique values 0 missing
MWC02	numeric	86 unique values 0 missing
P_VSA_MR_2	numeric	97 unique values 0 missing
ZM1	numeric	86 unique values 0 missing
H.050	numeric	11 unique values 0 missing
Eta_C	numeric	1057 unique values 0 missing
nHDon	numeric	11 unique values 0 missing
Eig15_EA.ri.	numeric	667 unique values 0 missing
ATS5p	numeric	723 unique values 0 missing
P_VSA_MR_1	numeric	73 unique values 0 missing
ATS6p	numeric	735 unique values 0 missing
nCbH	numeric	14 unique values 0 missing
ATSC3p	numeric	976 unique values 0 missing
MSD	numeric	673 unique values 0 missing
ATSC1p	numeric	694 unique values 0 missing
TPC	numeric	482 unique values 0 missing
SpMin6_Bh.s.	numeric	483 unique values 0 missing
Eig09_EA	numeric	425 unique values 0 missing
SaaCH	numeric	997 unique values 0 missing
SM03_AEA.dm.	numeric	425 unique values 0 missing
CATS2D_05_LL	numeric	28 unique values 0 missing
ATS7s	numeric	737 unique values 0 missing
SAdon	numeric	51 unique values 0 missing
Eig11_EA.ed.	numeric	528 unique values 0 missing
ATSC4p	numeric	1032 unique values 0 missing
SM06_AEA.ri.	numeric	528 unique values 0 missing
Eig14_AEA.ri.	numeric	681 unique values 0 missing
Xu	numeric	734 unique values 0 missing
ATS5v	numeric	732 unique values 0 missing
Psi_e_0	numeric	828 unique values 0 missing
BIC0	numeric	150 unique values 0 missing
nCsp3	numeric	22 unique values 0 missing
P_VSA_p_1	numeric	86 unique values 0 missing
Eig13_EA.bo.	numeric	550 unique values 0 missing
SpMin2_Bh.m.	numeric	290 unique values 0 missing
SpMin3_Bh.i.	numeric	415 unique values 0 missing
MATS1s	numeric	371 unique values 0 missing
SpMin7_Bh.v.	numeric	475 unique values 0 missing
ATS5e	numeric	698 unique values 0 missing
Eig12_AEA.dm.	numeric	619 unique values 0 missing
ATSC5i	numeric	737 unique values 0 missing
Pol	numeric	63 unique values 0 missing
Eig14_EA	numeric	511 unique values 0 missing
P_VSA_e_2	numeric	815 unique values 0 missing
Eig14_EA.ri.	numeric	668 unique values 0 missing
IDDM	numeric	237 unique values 0 missing
SM08_AEA.dm.	numeric	511 unique values 0 missing
ON0	numeric	130 unique values 0 missing
CATS2D_09_LL	numeric	24 unique values 0 missing
SpMax3_Bh.e.	numeric	455 unique values 0 missing
X1MulPer	numeric	891 unique values 0 missing
Eig06_AEA.ed.	numeric	523 unique values 0 missing
ATS4p	numeric	690 unique values 0 missing
SRW10	numeric	563 unique values 0 missing
SpMax4_Bh.i.	numeric	477 unique values 0 missing
CATS2D_02_DA	numeric	9 unique values 0 missing
Eig14_EA.ed.	numeric	575 unique values 0 missing
Eig12_EA	numeric	480 unique values 0 missing
SM09_AEA.ri.	numeric	575 unique values 0 missing
SM06_AEA.dm.	numeric	480 unique values 0 missing
SIC0	numeric	155 unique values 0 missing
SpMin8_Bh.e.	numeric	507 unique values 0 missing
ATS4v	numeric	699 unique values 0 missing
ATSC1i	numeric	446 unique values 0 missing
SpMax4_Bh.e.	numeric	505 unique values 0 missing
SpMin2_Bh.v.	numeric	285 unique values 0 missing
SpMax4_Bh.v.	numeric	547 unique values 0 missing
Eta_epsi	numeric	524 unique values 0 missing
ATSC5v	numeric	1026 unique values 0 missing
RDCHI	numeric	596 unique values 0 missing
P_VSA_e_3	numeric	129 unique values 0 missing
Psi_e_1	numeric	884 unique values 0 missing
MATS2e	numeric	420 unique values 0 missing
SNar	numeric	182 unique values 0 missing
ATSC6i	numeric	735 unique values 0 missing
Eig04_EA.dm.	numeric	38 unique values 0 missing
CIC1	numeric	678 unique values 0 missing
AMR	numeric	941 unique values 0 missing
Eig04_EA.ed.	numeric	608 unique values 0 missing
GATS2s	numeric	506 unique values 0 missing
SM13_AEA.dm.	numeric	608 unique values 0 missing
ATS2s	numeric	613 unique values 0 missing
ATS7p	numeric	743 unique values 0 missing
Eig10_AEA.ed.	numeric	438 unique values 0 missing
CATS2D_01_LL	numeric	24 unique values 0 missing
nCsp2	numeric	22 unique values 0 missing
SpMaxA_EA.bo.	numeric	169 unique values 0 missing
X3sol	numeric	761 unique values 0 missing
X1Kup	numeric	903 unique values 0 missing
MPC04	numeric	101 unique values 0 missing
ATS6e	numeric	715 unique values 0 missing
Eig10_AEA.dm.	numeric	571 unique values 0 missing
ATSC8v	numeric	1010 unique values 0 missing
SM02_AEA.bo.	numeric	294 unique values 0 missing
ATSC2p	numeric	857 unique values 0 missing
Xt	numeric	137 unique values 0 missing
ATSC2v	numeric	881 unique values 0 missing
CATS2D_04_PL	numeric	8 unique values 0 missing
P_VSA_LogP_7	numeric	90 unique values 0 missing
GATS5e	numeric	627 unique values 0 missing
Chi0_EA.ed.	numeric	671 unique values 0 missing
Eig09_EA.ri.	numeric	574 unique values 0 missing
P_VSA_i_3	numeric	269 unique values 0 missing
SM04_EA	numeric	234 unique values 0 missing
ATSC4i	numeric	732 unique values 0 missing
Eig10_EA	numeric	437 unique values 0 missing
ATS6v	numeric	748 unique values 0 missing
SM04_AEA.dm.	numeric	437 unique values 0 missing
ATS6i	numeric	719 unique values 0 missing
SpMin7_Bh.p.	numeric	476 unique values 0 missing
ATSC1v	numeric	742 unique values 0 missing
SM02_EA.ed.	numeric	331 unique values 0 missing
Chi1_EA.bo.	numeric	713 unique values 0 missing
SM03_AEA.ed.	numeric	436 unique values 0 missing
Eig14_AEA.bo.	numeric	538 unique values 0 missing
SpMin8_Bh.p.	numeric	526 unique values 0 missing
ATSC3i	numeric	689 unique values 0 missing
X2v	numeric	954 unique values 0 missing
CATS2D_06_LL	numeric	27 unique values 0 missing
Eig11_AEA.dm.	numeric	602 unique values 0 missing
ATS3p	numeric	645 unique values 0 missing
GATS2e	numeric	595 unique values 0 missing
ATS1p	numeric	517 unique values 0 missing
ATS3s	numeric	643 unique values 0 missing
Eig05_AEA.ri.	numeric	636 unique values 0 missing
ATSC3m	numeric	1019 unique values 0 missing
Chi0_EA.bo.	numeric	685 unique values 0 missing
Eig04_AEA.ri.	numeric	610 unique values 0 missing
Eig14_AEA.ed.	numeric	485 unique values 0 missing
Eig10_AEA.bo.	numeric	482 unique values 0 missing
Xindex	numeric	293 unique values 0 missing
SpMax7_Bh.v.	numeric	504 unique values 0 missing
BIC1	numeric	264 unique values 0 missing
X1	numeric	467 unique values 0 missing
X1Per	numeric	914 unique values 0 missing
TIC2	numeric	825 unique values 0 missing
Eig04_AEA.ed.	numeric	498 unique values 0 missing
SM03_AEA.bo.	numeric	443 unique values 0 missing
SpMin6_Bh.m.	numeric	455 unique values 0 missing
SpMax8_Bh.v.	numeric	585 unique values 0 missing
ATSC8i	numeric	742 unique values 0 missing
Eig13_AEA.ri.	numeric	629 unique values 0 missing
ATSC7v	numeric	1021 unique values 0 missing
TIC3	numeric	668 unique values 0 missing
Eig13_EA.ri.	numeric	650 unique values 0 missing
Eig09_AEA.ri.	numeric	592 unique values 0 missing
Eig14_EA.bo.	numeric	568 unique values 0 missing
SsssN	numeric	610 unique values 0 missing
SpMin3_Bh.e.	numeric	407 unique values 0 missing
SpMax8_Bh.p.	numeric	585 unique values 0 missing
ATS2v	numeric	560 unique values 0 missing
SpMax8_Bh.e.	numeric	521 unique values 0 missing
ATS3e	numeric	602 unique values 0 missing
SM02_EA.ri.	numeric	563 unique values 0 missing
ATSC7i	numeric	741 unique values 0 missing
ATSC4m	numeric	1060 unique values 0 missing
Eig13_AEA.dm.	numeric	618 unique values 0 missing
Eig11_EA.bo.	numeric	517 unique values 0 missing
ATSC3v	numeric	982 unique values 0 missing
MAXDP	numeric	859 unique values 0 missing
X5	numeric	700 unique values 0 missing
C.	numeric	133 unique values 0 missing
BLTA96	numeric	315 unique values 0 missing
SAacc	numeric	269 unique values 0 missing
BLTD48	numeric	305 unique values 0 missing
SpMax6_Bh.e.	numeric	472 unique values 0 missing
BLTF96	numeric	291 unique values 0 missing
Eig11_EA	numeric	510 unique values 0 missing
MLOGP	numeric	556 unique values 0 missing
SM05_AEA.dm.	numeric	510 unique values 0 missing
MLOGP2	numeric	596 unique values 0 missing
Eig10_EA.bo.	numeric	503 unique values 0 missing
ATS2p	numeric	573 unique values 0 missing
Eta_alpha	numeric	369 unique values 0 missing
Eig12_EA.ri.	numeric	671 unique values 0 missing
SpMin2_Bh.e.	numeric	326 unique values 0 missing
SpMin5_Bh.v.	numeric	400 unique values 0 missing
ATSC4v	numeric	1025 unique values 0 missing
ATS3v	numeric	667 unique values 0 missing
Eig09_EA.bo.	numeric	476 unique values 0 missing
CATS2D_02_LL	numeric	30 unique values 0 missing
P_VSA_i_2	numeric	814 unique values 0 missing
Eig15_AEA.dm.	numeric	608 unique values 0 missing
MAXDN	numeric	763 unique values 0 missing
ATS5i	numeric	678 unique values 0 missing
CATS2D_05_PL	numeric	8 unique values 0 missing
Eig14_AEA.dm.	numeric	611 unique values 0 missing
Eig03_EA.ri.	numeric	595 unique values 0 missing
ON1V	numeric	718 unique values 0 missing
SpMax8_Bh.i.	numeric	514 unique values 0 missing
ATS2e	numeric	527 unique values 0 missing
Chi1_EA.ri.	numeric	1001 unique values 0 missing
ATS1v	numeric	508 unique values 0 missing
Chi1_AEA.bo.	numeric	568 unique values 0 missing
Eig12_AEA.ri.	numeric	689 unique values 0 missing
Chi1_AEA.dm.	numeric	568 unique values 0 missing
ATS7v	numeric	729 unique values 0 missing
Chi1_AEA.ed.	numeric	568 unique values 0 missing
ATS7e	numeric	748 unique values 0 missing
Chi1_AEA.ri.	numeric	568 unique values 0 missing
Eig13_EA	numeric	476 unique values 0 missing
Chi1_EA	numeric	568 unique values 0 missing
SM07_AEA.dm.	numeric	476 unique values 0 missing
MPC01	numeric	43 unique values 0 missing
Chi1_EA.ed.	numeric	657 unique values 0 missing
MWC01	numeric	43 unique values 0 missing
C.024	numeric	16 unique values 0 missing
nBO	numeric	43 unique values 0 missing
SpMin5_Bh.p.	numeric	419 unique values 0 missing
SRW02	numeric	43 unique values 0 missing
ATSC1m	numeric	760 unique values 0 missing
CATS2D_06_PL	numeric	7 unique values 0 missing
SIC1	numeric	291 unique values 0 missing
SpMax7_Bh.i.	numeric	476 unique values 0 missing
ATS8i	numeric	734 unique values 0 missing
S1K	numeric	566 unique values 0 missing
SpMin6_Bh.e.	numeric	439 unique values 0 missing
SsNH2	numeric	294 unique values 0 missing
ATS8e	numeric	744 unique values 0 missing
IVDM	numeric	276 unique values 0 missing
Yindex	numeric	423 unique values 0 missing
SpMin2_Bh.p.	numeric	282 unique values 0 missing
SpMax5_Bh.i.	numeric	452 unique values 0 missing
P_VSA_MR_7	numeric	56 unique values 0 missing
ATS4e	numeric	660 unique values 0 missing
ATS1s	numeric	546 unique values 0 missing
MWC06	numeric	538 unique values 0 missing
Eig04_AEA.bo.	numeric	494 unique values 0 missing
CATS2D_03_AL	numeric	15 unique values 0 missing
MWC07	numeric	559 unique values 0 missing
nH	numeric	41 unique values 0 missing
SpMax7_Bh.e.	numeric	492 unique values 0 missing
SpMaxA_AEA.bo.	numeric	177 unique values 0 missing
Dz	numeric	202 unique values 0 missing
SpMin4_Bh.v.	numeric	407 unique values 0 missing
Eig04_EA.ri.	numeric	593 unique values 0 missing
Eig02_EA.dm.	numeric	66 unique values 0 missing
SpMax7_Bh.p.	numeric	516 unique values 0 missing
ATSC6m	numeric	1043 unique values 0 missing
nCrs	numeric	13 unique values 0 missing
SpMin5_Bh.s.	numeric	443 unique values 0 missing
BID	numeric	161 unique values 0 missing
ON0V	numeric	497 unique values 0 missing
X0v	numeric	796 unique values 0 missing
ATS7i	numeric	737 unique values 0 missing
SpMin8_Bh.v.	numeric	518 unique values 0 missing
ATS1e	numeric	475 unique values 0 missing
SpMax3_Bh.p.	numeric	468 unique values 0 missing
Eig13_AEA.ed.	numeric	461 unique values 0 missing
CID	numeric	420 unique values 0 missing
SpMin4_Bh.p.	numeric	418 unique values 0 missing
ATS2i	numeric	550 unique values 0 missing
Psi_i_0	numeric	833 unique values 0 missing
VvdwZAZ	numeric	658 unique values 0 missing
C.008	numeric	4 unique values 0 missing
SM04_EA.ri.	numeric	678 unique values 0 missing
ATSC5m	numeric	1066 unique values 0 missing
SpMin6_Bh.i.	numeric	435 unique values 0 missing
Vindex	numeric	234 unique values 0 missing
P_VSA_i_4	numeric	165 unique values 0 missing
Hy	numeric	329 unique values 0 missing
CSI	numeric	458 unique values 0 missing
SpMax6_Bh.p.	numeric	478 unique values 0 missing
Eig12_EA.bo.	numeric	532 unique values 0 missing
ATSC2m	numeric	902 unique values 0 missing
SpMin4_Bh.s.	numeric	436 unique values 0 missing
CATS2D_07_DA	numeric	6 unique values 0 missing
Se	numeric	611 unique values 0 missing
X1Mad	numeric	943 unique values 0 missing
TPSA.Tot.	numeric	280 unique values 0 missing
SpMin3_Bh.m.	numeric	420 unique values 0 missing
ISIZ	numeric	68 unique values 0 missing
nAT	numeric	68 unique values 0 missing
nBT	numeric	72 unique values 0 missing
Sp	numeric	609 unique values 0 missing
D.Dtr06	numeric	654 unique values 0 missing
Si	numeric	625 unique values 0 missing
ATS3i	numeric	605 unique values 0 missing
Eig05_AEA.ed.	numeric	482 unique values 0 missing
UNIP	numeric	170 unique values 0 missing
CATS2D_02_AL	numeric	16 unique values 0 missing
SpMax5_Bh.e.	numeric	449 unique values 0 missing
CATS2D_03_LL	numeric	26 unique values 0 missing
Eig04_AEA.dm.	numeric	600 unique values 0 missing
AECC	numeric	507 unique values 0 missing
MWC05	numeric	486 unique values 0 missing
Rperim	numeric	28 unique values 0 missing
TPSA.NO.	numeric	263 unique values 0 missing
IDE	numeric	532 unique values 0 missing
SpAD_EA.ed.	numeric	746 unique values 0 missing
ECC	numeric	312 unique values 0 missing
CIC2	numeric	636 unique values 0 missing
Eta_L	numeric	919 unique values 0 missing
Eig10_AEA.ri.	numeric	621 unique values 0 missing
Sv	numeric	622 unique values 0 missing
NaaCH	numeric	16 unique values 0 missing
ATS4i	numeric	665 unique values 0 missing
TIC5	numeric	610 unique values 0 missing
Eig12_AEA.bo.	numeric	511 unique values 0 missing
SpMin2_Bh.s.	numeric	343 unique values 0 missing
Eig10_EA.ri.	numeric	618 unique values 0 missing
ICR	numeric	355 unique values 0 missing
ATS1i	numeric	495 unique values 0 missing
X5v	numeric	911 unique values 0 missing
Eig06_EA.ri.	numeric	618 unique values 0 missing
ATSC2i	numeric	602 unique values 0 missing
MATS2s	numeric	440 unique values 0 missing
X1v	numeric	895 unique values 0 missing
SpMin8_Bh.m.	numeric	485 unique values 0 missing
ON1	numeric	223 unique values 0 missing
C.025	numeric	6 unique values 0 missing
ATS5s	numeric	690 unique values 0 missing
SpMin7_Bh.m.	numeric	489 unique values 0 missing
Eig05_EA.ed.	numeric	592 unique values 0 missing
SM14_AEA.dm.	numeric	592 unique values 0 missing
SpMax5_Bh.v.	numeric	483 unique values 0 missing
CATS2D_04_DL	numeric	11 unique values 0 missing
MPC03	numeric	78 unique values 0 missing
Me	numeric	71 unique values 0 missing
SpAD_AEA.ed.	numeric	739 unique values 0 missing
P_VSA_p_2	numeric	228 unique values 0 missing
X4v	numeric	929 unique values 0 missing
DECC	numeric	458 unique values 0 missing
Eta_sh_p	numeric	227 unique values 0 missing
SpMax5_Bh.p.	numeric	464 unique values 0 missing
SpMax1_Bh.s.	numeric	239 unique values 0 missing
SpAD_AEA.dm.	numeric	953 unique values 0 missing
SpMax6_Bh.v.	numeric	479 unique values 0 missing
X3v	numeric	969 unique values 0 missing
HVcpx	numeric	526 unique values 0 missing
Chi0_AEA.bo.	numeric	490 unique values 0 missing
Chi0_AEA.dm.	numeric	490 unique values 0 missing
Chi0_AEA.ed.	numeric	490 unique values 0 missing
Chi0_AEA.ri.	numeric	490 unique values 0 missing
Chi0_EA	numeric	490 unique values 0 missing
Eig15_AEA.ri.	numeric	671 unique values 0 missing
SpAD_AEA.ri.	numeric	1024 unique values 0 missing
ATSC8p	numeric	989 unique values 0 missing
Eig11_AEA.ed.	numeric	445 unique values 0 missing
X0	numeric	307 unique values 0 missing
RDSQ	numeric	751 unique values 0 missing
SpMin8_Bh.i.	numeric	487 unique values 0 missing
SpAD_EA	numeric	744 unique values 0 missing
TIC4	numeric	625 unique values 0 missing
SMTI	numeric	723 unique values 0 missing
Eig12_EA.ed.	numeric	558 unique values 0 missing
SM07_AEA.ri.	numeric	558 unique values 0 missing
ATS6s	numeric	721 unique values 0 missing
VvdwMG	numeric	599 unique values 0 missing
Vx	numeric	599 unique values 0 missing
SRW08	numeric	523 unique values 0 missing
Eig05_EA	numeric	507 unique values 0 missing
SM13_AEA.bo.	numeric	507 unique values 0 missing
ATS8p	numeric	740 unique values 0 missing
P_VSA_v_2	numeric	278 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1171

Number of instances (rows) of the dataset.

NumberOfFeatures

408

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

407

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal 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.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Dimensionality

0.35

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

2.18

Second quartile (Median) of kurtosis 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

0.19

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

3.64

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

88.92

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.28

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.33

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.74

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

MaxKurtosisOfNumericAtts

95.98

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.73

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

12474

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

3.81

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

99.75

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

9.55

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-2.84

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.25

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

7.31

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.01

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

1.04

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

15838.04

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

1.3

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

3.33

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

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

1.23

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

3.57

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

92.54

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.91

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

-0.02

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.32

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

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