OpenML

JavaScript is required to properly view the contents of this page!

Explore
- Data
- Task
- Flow
- Run
- Study
- Task type
- Measure
- People
Help
Blog
Contact
Please cite us

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2675

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by unknown
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes

Issue	#Downvotes for this reason	By

Loading wiki

Help us complete this description Edit

This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL2675 (TID: 11759), and it has 36 rows and 498 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.

500 features

pXC50 (target)	numeric	30 unique values 0 missing
molecule_id (row identifier)	nominal	36 unique values 0 missing
nHM	numeric	2 unique values 0 missing
AMW	numeric	32 unique values 0 missing
GATS1m	numeric	33 unique values 0 missing
GATS2p	numeric	32 unique values 0 missing
GATS7p	numeric	34 unique values 0 missing
GATS8m	numeric	32 unique values 0 missing
MATS1e	numeric	32 unique values 0 missing
MATS7p	numeric	32 unique values 0 missing
MATS8m	numeric	34 unique values 0 missing
MATS8v	numeric	34 unique values 0 missing
P_VSA_MR_8	numeric	5 unique values 0 missing
GATS2m	numeric	33 unique values 0 missing
GATS1v	numeric	33 unique values 0 missing
GATS4i	numeric	32 unique values 0 missing
GATS7v	numeric	32 unique values 0 missing
MATS4i	numeric	34 unique values 0 missing
AAC	numeric	27 unique values 0 missing
BIC0	numeric	25 unique values 0 missing
IC0	numeric	27 unique values 0 missing
nCconjX	numeric	2 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
SIC0	numeric	25 unique values 0 missing
P_VSA_LogP_4	numeric	16 unique values 0 missing
PHI	numeric	33 unique values 0 missing
JGT	numeric	24 unique values 0 missing
ATSC1m	numeric	34 unique values 0 missing
Eta_alpha_A	numeric	28 unique values 0 missing
GATS8v	numeric	30 unique values 0 missing
SpMax1_Bh.m.	numeric	27 unique values 0 missing
Eta_sh_p	numeric	33 unique values 0 missing
CIC1	numeric	27 unique values 0 missing
IDDE	numeric	23 unique values 0 missing
SpMin3_Bh.s.	numeric	30 unique values 0 missing
P_VSA_m_3	numeric	9 unique values 0 missing
Eta_B_A	numeric	14 unique values 0 missing
nCsp2	numeric	9 unique values 0 missing
PCR	numeric	23 unique values 0 missing
Eig15_AEA.bo.	numeric	19 unique values 0 missing
Eig15_AEA.dm.	numeric	21 unique values 0 missing
Eig15_AEA.ri.	numeric	22 unique values 0 missing
Eig15_EA	numeric	18 unique values 0 missing
Eig15_EA.bo.	numeric	19 unique values 0 missing
Eig15_EA.ed.	numeric	15 unique values 0 missing
Eig15_EA.ri.	numeric	22 unique values 0 missing
SM09_AEA.dm.	numeric	18 unique values 0 missing
SM10_AEA.ri.	numeric	15 unique values 0 missing
BIC1	numeric	26 unique values 0 missing
GATS2s	numeric	33 unique values 0 missing
MATS2s	numeric	30 unique values 0 missing
CSI	numeric	24 unique values 0 missing
D.Dtr06	numeric	18 unique values 0 missing
D.Dtr10	numeric	14 unique values 0 missing
ECC	numeric	24 unique values 0 missing
GATS4p	numeric	34 unique values 0 missing
GATS5m	numeric	34 unique values 0 missing
GATS7m	numeric	33 unique values 0 missing
GGI10	numeric	13 unique values 0 missing
GGI9	numeric	15 unique values 0 missing
IC4	numeric	26 unique values 0 missing
IC5	numeric	26 unique values 0 missing
MATS4p	numeric	33 unique values 0 missing
PCD	numeric	25 unique values 0 missing
RDCHI	numeric	25 unique values 0 missing
SpMaxA_EA.ed.	numeric	24 unique values 0 missing
UNIP	numeric	23 unique values 0 missing
Vindex	numeric	25 unique values 0 missing
VvdwZAZ	numeric	32 unique values 0 missing
Xindex	numeric	25 unique values 0 missing
Yindex	numeric	25 unique values 0 missing
SpMax5_Bh.v.	numeric	31 unique values 0 missing
SpMin3_Bh.m.	numeric	27 unique values 0 missing
ATS5s	numeric	34 unique values 0 missing
P_VSA_i_3	numeric	29 unique values 0 missing
SpMin1_Bh.m.	numeric	31 unique values 0 missing
Uindex	numeric	25 unique values 0 missing
Eig15_EA.dm.	numeric	5 unique values 0 missing
RBN	numeric	8 unique values 0 missing
SpMin3_Bh.v.	numeric	31 unique values 0 missing
P_VSA_e_5	numeric	8 unique values 0 missing
GNar	numeric	24 unique values 0 missing
HNar	numeric	24 unique values 0 missing
X0A	numeric	20 unique values 0 missing
SpMax2_Bh.v.	numeric	30 unique values 0 missing
SpMin3_Bh.e.	numeric	33 unique values 0 missing
SpMin3_Bh.i.	numeric	32 unique values 0 missing
SpMax2_Bh.s.	numeric	9 unique values 0 missing
JGI1	numeric	24 unique values 0 missing
JGI2	numeric	22 unique values 0 missing
S2K	numeric	33 unique values 0 missing
AMR	numeric	34 unique values 0 missing
ATS1e	numeric	31 unique values 0 missing
ATS1p	numeric	34 unique values 0 missing
ATS1v	numeric	34 unique values 0 missing
ATS2e	numeric	33 unique values 0 missing
ATS2p	numeric	34 unique values 0 missing
ATS2v	numeric	34 unique values 0 missing
ATS3p	numeric	34 unique values 0 missing
ATS3v	numeric	34 unique values 0 missing
ATS4p	numeric	34 unique values 0 missing
ATS6p	numeric	34 unique values 0 missing
ATS7p	numeric	34 unique values 0 missing
ATS7v	numeric	34 unique values 0 missing
ATS8e	numeric	29 unique values 0 missing
ATS8i	numeric	28 unique values 0 missing
ATSC2i	numeric	34 unique values 0 missing
ATSC3i	numeric	32 unique values 0 missing
ATSC4i	numeric	34 unique values 0 missing
ATSC5i	numeric	34 unique values 0 missing
ATSC6i	numeric	34 unique values 0 missing
ATSC7i	numeric	34 unique values 0 missing
CENT	numeric	25 unique values 0 missing
DECC	numeric	23 unique values 0 missing
Eig08_AEA.ri.	numeric	33 unique values 0 missing
Eig08_EA	numeric	23 unique values 0 missing
Eig08_EA.ri.	numeric	33 unique values 0 missing
Eig10_EA	numeric	19 unique values 0 missing
Eig10_EA.ed.	numeric	23 unique values 0 missing
Eig10_EA.ri.	numeric	25 unique values 0 missing
Eta_alpha	numeric	30 unique values 0 missing
GMTI	numeric	25 unique values 0 missing
IDET	numeric	25 unique values 0 missing
IDMT	numeric	25 unique values 0 missing
MDDD	numeric	24 unique values 0 missing
piID	numeric	25 unique values 0 missing
Psi_i_0	numeric	34 unique values 0 missing
Psi_i_1	numeric	34 unique values 0 missing
S0K	numeric	22 unique values 0 missing
SM02_AEA.dm.	numeric	23 unique values 0 missing
SM04_AEA.dm.	numeric	19 unique values 0 missing
SM05_AEA.ri.	numeric	23 unique values 0 missing
SMTI	numeric	25 unique values 0 missing
SpMax1_Bh.p.	numeric	29 unique values 0 missing
SpMax1_Bh.v.	numeric	31 unique values 0 missing
SpMax2_Bh.p.	numeric	31 unique values 0 missing
SpMax3_Bh.p.	numeric	34 unique values 0 missing
SpMax3_Bh.v.	numeric	34 unique values 0 missing
SpMax4_Bh.p.	numeric	32 unique values 0 missing
SpMax6_Bh.e.	numeric	29 unique values 0 missing
SpMax6_Bh.i.	numeric	30 unique values 0 missing
SpMax6_Bh.m.	numeric	29 unique values 0 missing
SpMax6_Bh.p.	numeric	31 unique values 0 missing
SpMax6_Bh.v.	numeric	31 unique values 0 missing
SpMax7_Bh.m.	numeric	33 unique values 0 missing
SpMax7_Bh.v.	numeric	33 unique values 0 missing
SpMaxA_AEA.ed.	numeric	24 unique values 0 missing
SpMaxA_EA	numeric	23 unique values 0 missing
SpMaxA_EA.dm.	numeric	20 unique values 0 missing
SpMin4_Bh.s.	numeric	22 unique values 0 missing
SpMin6_Bh.m.	numeric	33 unique values 0 missing
SpMin8_Bh.p.	numeric	30 unique values 0 missing
Sv	numeric	32 unique values 0 missing
VAR	numeric	22 unique values 0 missing
VvdwMG	numeric	32 unique values 0 missing
Vx	numeric	32 unique values 0 missing
X0v	numeric	34 unique values 0 missing
X1Kup	numeric	33 unique values 0 missing
X1Mad	numeric	34 unique values 0 missing
X1v	numeric	34 unique values 0 missing
X3v	numeric	33 unique values 0 missing
X5v	numeric	34 unique values 0 missing
Xu	numeric	25 unique values 0 missing
ATS5i	numeric	34 unique values 0 missing
ATS6i	numeric	34 unique values 0 missing
ATS7i	numeric	34 unique values 0 missing
SpMax4_Bh.i.	numeric	29 unique values 0 missing
Eig11_AEA.ri.	numeric	30 unique values 0 missing
GATS1e	numeric	30 unique values 0 missing
SpMin3_Bh.p.	numeric	32 unique values 0 missing
ATS2s	numeric	33 unique values 0 missing
GATS5s	numeric	32 unique values 0 missing
ATS7s	numeric	34 unique values 0 missing
ATSC7e	numeric	33 unique values 0 missing
CATS2D_08_LL	numeric	7 unique values 0 missing
Eig05_EA.ri.	numeric	34 unique values 0 missing
Eig07_EA.bo.	numeric	22 unique values 0 missing
Eig10_AEA.bo.	numeric	23 unique values 0 missing
Eig10_AEA.ed.	numeric	24 unique values 0 missing
Eig11_AEA.bo.	numeric	24 unique values 0 missing
Eig11_EA.bo.	numeric	24 unique values 0 missing
Eig12_AEA.bo.	numeric	24 unique values 0 missing
Eig13_AEA.ed.	numeric	21 unique values 0 missing
ATS6s	numeric	34 unique values 0 missing
ATSC6s	numeric	34 unique values 0 missing
CATS2D_05_AL	numeric	9 unique values 0 missing
ICR	numeric	24 unique values 0 missing
ON1V	numeric	28 unique values 0 missing
SpMax3_Bh.i.	numeric	32 unique values 0 missing
SpMin4_Bh.p.	numeric	31 unique values 0 missing
JGI4	numeric	21 unique values 0 missing
CATS2D_06_AL	numeric	10 unique values 0 missing
CIC0	numeric	27 unique values 0 missing
X1MulPer	numeric	28 unique values 0 missing
X1Per	numeric	28 unique values 0 missing
S3K	numeric	33 unique values 0 missing
MATS3m	numeric	32 unique values 0 missing
PW2	numeric	18 unique values 0 missing
ATS5e	numeric	34 unique values 0 missing
SpMin8_Bh.m.	numeric	30 unique values 0 missing
ATS5p	numeric	33 unique values 0 missing
ATS5v	numeric	34 unique values 0 missing
ATS6e	numeric	34 unique values 0 missing
ATS7e	numeric	34 unique values 0 missing
ATSC5p	numeric	34 unique values 0 missing
S1K	numeric	31 unique values 0 missing
SpMax4_Bh.e.	numeric	32 unique values 0 missing
SpMax4_Bh.v.	numeric	33 unique values 0 missing
SpMax5_Bh.e.	numeric	30 unique values 0 missing
SpMin1_Bh.e.	numeric	28 unique values 0 missing
SpMin1_Bh.i.	numeric	25 unique values 0 missing
SpMin4_Bh.e.	numeric	30 unique values 0 missing
SpMin4_Bh.i.	numeric	32 unique values 0 missing
SpMin4_Bh.v.	numeric	28 unique values 0 missing
SpMin6_Bh.s.	numeric	15 unique values 0 missing
SpMax1_Bh.s.	numeric	6 unique values 0 missing
Eig10_AEA.ri.	numeric	30 unique values 0 missing
Eig07_EA.ri.	numeric	33 unique values 0 missing
Mp	numeric	26 unique values 0 missing
ATS1m	numeric	34 unique values 0 missing
ATS2m	numeric	33 unique values 0 missing
ATS4e	numeric	34 unique values 0 missing
ATS4i	numeric	34 unique values 0 missing
ATS4m	numeric	34 unique values 0 missing
ATS4s	numeric	34 unique values 0 missing
ATS5m	numeric	34 unique values 0 missing
ATS6m	numeric	34 unique values 0 missing
ATS7m	numeric	31 unique values 0 missing
ATS8s	numeric	28 unique values 0 missing
ATSC1p	numeric	34 unique values 0 missing
ATSC2p	numeric	34 unique values 0 missing
ATSC3p	numeric	34 unique values 0 missing
ATSC5v	numeric	34 unique values 0 missing
ATSC7v	numeric	34 unique values 0 missing
D.Dtr05	numeric	17 unique values 0 missing
Eig03_AEA.bo.	numeric	22 unique values 0 missing
Eig03_AEA.ed.	numeric	22 unique values 0 missing
Eig03_EA	numeric	25 unique values 0 missing
Eig03_EA.ed.	numeric	25 unique values 0 missing
Eig05_AEA.dm.	numeric	32 unique values 0 missing
Eig05_EA.dm.	numeric	12 unique values 0 missing
Eig06_AEA.dm.	numeric	32 unique values 0 missing
Eig12_EA	numeric	25 unique values 0 missing
Eig12_EA.bo.	numeric	24 unique values 0 missing
Eig12_EA.ed.	numeric	25 unique values 0 missing
Eig12_EA.ri.	numeric	30 unique values 0 missing
Eig13_EA	numeric	22 unique values 0 missing
Eig13_EA.bo.	numeric	19 unique values 0 missing
Eig13_EA.ed.	numeric	22 unique values 0 missing
Eig13_EA.ri.	numeric	30 unique values 0 missing
Eig14_AEA.dm.	numeric	26 unique values 0 missing
Eta_B	numeric	20 unique values 0 missing
Eta_L	numeric	34 unique values 0 missing
GGI1	numeric	11 unique values 0 missing
GGI3	numeric	19 unique values 0 missing
GGI4	numeric	23 unique values 0 missing
GGI5	numeric	22 unique values 0 missing
GGI6	numeric	20 unique values 0 missing
GGI7	numeric	19 unique values 0 missing
MPC06	numeric	23 unique values 0 missing
MW	numeric	32 unique values 0 missing
MWC09	numeric	23 unique values 0 missing
MWC10	numeric	25 unique values 0 missing
Psi_i_s	numeric	32 unique values 0 missing
P_VSA_e_2	numeric	34 unique values 0 missing
Ram	numeric	10 unique values 0 missing
SdO	numeric	34 unique values 0 missing
SM03_EA	numeric	11 unique values 0 missing
SM03_EA.ed.	numeric	20 unique values 0 missing
SM03_EA.ri.	numeric	30 unique values 0 missing
SM04_AEA.ed.	numeric	25 unique values 0 missing
SM04_EA.ed.	numeric	25 unique values 0 missing
SM05_AEA.ed.	numeric	25 unique values 0 missing
SM05_EA	numeric	19 unique values 0 missing
SM05_EA.ri.	numeric	34 unique values 0 missing
SM06_AEA.dm.	numeric	25 unique values 0 missing
SM06_AEA.ed.	numeric	25 unique values 0 missing
SM06_EA	numeric	25 unique values 0 missing
SM06_EA.ed.	numeric	25 unique values 0 missing
SM06_EA.ri.	numeric	34 unique values 0 missing
SM07_AEA.dm.	numeric	22 unique values 0 missing
SM07_AEA.ed.	numeric	25 unique values 0 missing
SM07_AEA.ri.	numeric	25 unique values 0 missing
SM07_EA	numeric	25 unique values 0 missing
SM08_AEA.bo.	numeric	25 unique values 0 missing
SM08_AEA.ed.	numeric	24 unique values 0 missing
SM08_AEA.ri.	numeric	22 unique values 0 missing
SM08_EA	numeric	25 unique values 0 missing
SM09_AEA.ed.	numeric	25 unique values 0 missing
SM11_AEA.bo.	numeric	25 unique values 0 missing
SM12_AEA.dm.	numeric	25 unique values 0 missing
SpMax2_Bh.m.	numeric	30 unique values 0 missing
SpMax3_Bh.m.	numeric	30 unique values 0 missing
SpMin2_Bh.e.	numeric	34 unique values 0 missing
SpMin2_Bh.i.	numeric	33 unique values 0 missing
SpMin2_Bh.s.	numeric	29 unique values 0 missing
SpMin2_Bh.v.	numeric	33 unique values 0 missing
SpMin8_Bh.s.	numeric	9 unique values 0 missing
TWC	numeric	25 unique values 0 missing
ZM1Kup	numeric	34 unique values 0 missing
ZM1MulPer	numeric	28 unique values 0 missing
ZM1Per	numeric	28 unique values 0 missing
ZM1V	numeric	27 unique values 0 missing
ZM2Kup	numeric	33 unique values 0 missing
ZM2Mad	numeric	34 unique values 0 missing
ZM2MulPer	numeric	28 unique values 0 missing
ZM2Per	numeric	28 unique values 0 missing
ZM2V	numeric	27 unique values 0 missing
TIE	numeric	34 unique values 0 missing
ATSC6e	numeric	34 unique values 0 missing
MATS1v	numeric	30 unique values 0 missing
SpMAD_AEA.ed.	numeric	22 unique values 0 missing
Eig07_AEA.ri.	numeric	34 unique values 0 missing
Eig07_EA	numeric	24 unique values 0 missing
Eig07_EA.ed.	numeric	24 unique values 0 missing
SM02_AEA.ri.	numeric	24 unique values 0 missing
SM15_AEA.bo.	numeric	24 unique values 0 missing
Eig11_EA	numeric	22 unique values 0 missing
Eig11_EA.ed.	numeric	23 unique values 0 missing
Eig11_EA.ri.	numeric	30 unique values 0 missing
SM05_AEA.dm.	numeric	22 unique values 0 missing
SM06_AEA.ri.	numeric	23 unique values 0 missing
PW4	numeric	22 unique values 0 missing
AECC	numeric	24 unique values 0 missing
ALOGP	numeric	34 unique values 0 missing
ALOGP2	numeric	34 unique values 0 missing
ARR	numeric	16 unique values 0 missing
ATS1i	numeric	34 unique values 0 missing
ATS1s	numeric	32 unique values 0 missing
ATS2i	numeric	33 unique values 0 missing
ATS3e	numeric	34 unique values 0 missing
ATS3i	numeric	34 unique values 0 missing
ATS3m	numeric	33 unique values 0 missing
ATS3s	numeric	34 unique values 0 missing
ATS4v	numeric	33 unique values 0 missing
ATS6v	numeric	34 unique values 0 missing
ATS8m	numeric	29 unique values 0 missing
ATS8p	numeric	29 unique values 0 missing
ATS8v	numeric	29 unique values 0 missing
ATSC1e	numeric	34 unique values 0 missing
ATSC1i	numeric	32 unique values 0 missing
ATSC1s	numeric	34 unique values 0 missing
ATSC1v	numeric	34 unique values 0 missing
ATSC2e	numeric	34 unique values 0 missing
ATSC2m	numeric	34 unique values 0 missing
ATSC2s	numeric	34 unique values 0 missing
ATSC2v	numeric	33 unique values 0 missing
ATSC3e	numeric	33 unique values 0 missing
ATSC3m	numeric	33 unique values 0 missing
ATSC3s	numeric	34 unique values 0 missing
ATSC3v	numeric	34 unique values 0 missing
ATSC4e	numeric	32 unique values 0 missing
ATSC4m	numeric	34 unique values 0 missing
ATSC4p	numeric	34 unique values 0 missing
ATSC4s	numeric	34 unique values 0 missing
ATSC4v	numeric	34 unique values 0 missing
ATSC5e	numeric	33 unique values 0 missing
ATSC5m	numeric	34 unique values 0 missing
ATSC5s	numeric	34 unique values 0 missing
ATSC6m	numeric	34 unique values 0 missing
ATSC6p	numeric	34 unique values 0 missing
ATSC6v	numeric	34 unique values 0 missing
ATSC7m	numeric	34 unique values 0 missing
ATSC7p	numeric	34 unique values 0 missing
ATSC7s	numeric	34 unique values 0 missing
ATSC8e	numeric	34 unique values 0 missing
ATSC8i	numeric	33 unique values 0 missing
ATSC8m	numeric	34 unique values 0 missing
ATSC8p	numeric	34 unique values 0 missing
ATSC8s	numeric	34 unique values 0 missing
ATSC8v	numeric	33 unique values 0 missing
BAC	numeric	16 unique values 0 missing
BBI	numeric	22 unique values 0 missing
BIC2	numeric	26 unique values 0 missing
BIC3	numeric	21 unique values 0 missing
BIC4	numeric	22 unique values 0 missing
BIC5	numeric	21 unique values 0 missing
BID	numeric	23 unique values 0 missing
BLI	numeric	33 unique values 0 missing
BLTA96	numeric	32 unique values 0 missing
BLTD48	numeric	32 unique values 0 missing
BLTF96	numeric	32 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
C.	numeric	19 unique values 0 missing
C.001	numeric	4 unique values 0 missing
C.002	numeric	6 unique values 0 missing
C.003	numeric	3 unique values 0 missing
C.004	numeric	2 unique values 0 missing
C.005	numeric	2 unique values 0 missing
C.006	numeric	6 unique values 0 missing
C.008	numeric	2 unique values 0 missing
C.013	numeric	2 unique values 0 missing
C.015	numeric	2 unique values 0 missing
C.016	numeric	3 unique values 0 missing
C.017	numeric	3 unique values 0 missing
C.018	numeric	2 unique values 0 missing
C.019	numeric	2 unique values 0 missing
C.024	numeric	5 unique values 0 missing
C.025	numeric	4 unique values 0 missing
C.026	numeric	4 unique values 0 missing
C.029	numeric	2 unique values 0 missing
C.033	numeric	2 unique values 0 missing
C.034	numeric	2 unique values 0 missing
C.036	numeric	2 unique values 0 missing
C.038	numeric	2 unique values 0 missing
C.040	numeric	4 unique values 0 missing
C.041	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_AN	numeric	2 unique values 0 missing
CATS2D_01_DN	numeric	2 unique values 0 missing
CATS2D_01_LL	numeric	11 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
CATS2D_02_AA	numeric	3 unique values 0 missing
CATS2D_02_AL	numeric	9 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
CATS2D_02_DA	numeric	3 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
CATS2D_02_DL	numeric	5 unique values 0 missing
CATS2D_02_DN	numeric	2 unique values 0 missing
CATS2D_02_LL	numeric	12 unique values 0 missing
CATS2D_02_NL	numeric	4 unique values 0 missing
CATS2D_02_PL	numeric	2 unique values 0 missing
CATS2D_02_PN	numeric	2 unique values 0 missing
CATS2D_03_AA	numeric	5 unique values 0 missing
CATS2D_03_AL	numeric	8 unique values 0 missing
CATS2D_03_AN	numeric	2 unique values 0 missing
CATS2D_03_AP	numeric	3 unique values 0 missing
CATS2D_03_DA	numeric	3 unique values 0 missing
CATS2D_03_DD	numeric	2 unique values 0 missing
CATS2D_03_DL	numeric	6 unique values 0 missing
CATS2D_03_DP	numeric	2 unique values 0 missing
CATS2D_03_LL	numeric	9 unique values 0 missing
CATS2D_03_NL	numeric	4 unique values 0 missing
CATS2D_03_PL	numeric	2 unique values 0 missing
CATS2D_04_AA	numeric	6 unique values 0 missing
CATS2D_04_AL	numeric	9 unique values 0 missing
CATS2D_04_AN	numeric	2 unique values 0 missing
CATS2D_04_AP	numeric	2 unique values 0 missing
CATS2D_04_DA	numeric	4 unique values 0 missing
CATS2D_04_DL	numeric	7 unique values 0 missing
CATS2D_04_DN	numeric	2 unique values 0 missing
CATS2D_04_LL	numeric	8 unique values 0 missing
CATS2D_04_NL	numeric	4 unique values 0 missing
CATS2D_04_NN	numeric	2 unique values 0 missing
CATS2D_04_PL	numeric	3 unique values 0 missing
CATS2D_04_PN	numeric	2 unique values 0 missing
CATS2D_05_AA	numeric	3 unique values 0 missing
CATS2D_05_AN	numeric	3 unique values 0 missing
CATS2D_05_AP	numeric	3 unique values 0 missing
CATS2D_05_DA	numeric	5 unique values 0 missing
CATS2D_05_DD	numeric	2 unique values 0 missing
CATS2D_05_DL	numeric	6 unique values 0 missing
CATS2D_05_DN	numeric	3 unique values 0 missing
CATS2D_05_DP	numeric	2 unique values 0 missing
CATS2D_05_LL	numeric	7 unique values 0 missing
CATS2D_05_NL	numeric	4 unique values 0 missing
CATS2D_05_PL	numeric	3 unique values 0 missing
CATS2D_06_AA	numeric	5 unique values 0 missing
CATS2D_06_AN	numeric	3 unique values 0 missing
CATS2D_06_AP	numeric	3 unique values 0 missing
CATS2D_06_DA	numeric	4 unique values 0 missing
CATS2D_06_DD	numeric	2 unique values 0 missing
CATS2D_06_DL	numeric	5 unique values 0 missing
CATS2D_06_DN	numeric	2 unique values 0 missing
CATS2D_06_DP	numeric	2 unique values 0 missing
CATS2D_06_LL	numeric	6 unique values 0 missing
CATS2D_06_NL	numeric	4 unique values 0 missing
CATS2D_06_PL	numeric	4 unique values 0 missing
CATS2D_07_AA	numeric	7 unique values 0 missing
CATS2D_07_AL	numeric	5 unique values 0 missing
CATS2D_07_AN	numeric	4 unique values 0 missing
CATS2D_07_AP	numeric	3 unique values 0 missing
CATS2D_07_DA	numeric	5 unique values 0 missing
CATS2D_07_DD	numeric	2 unique values 0 missing
CATS2D_07_DL	numeric	5 unique values 0 missing
CATS2D_07_LL	numeric	5 unique values 0 missing
CATS2D_07_NL	numeric	2 unique values 0 missing
CATS2D_07_PL	numeric	2 unique values 0 missing
CATS2D_08_AA	numeric	5 unique values 0 missing
CATS2D_08_AL	numeric	5 unique values 0 missing
CATS2D_08_AN	numeric	3 unique values 0 missing
CATS2D_08_AP	numeric	2 unique values 0 missing
CATS2D_08_DA	numeric	4 unique values 0 missing
CATS2D_08_DL	numeric	4 unique values 0 missing
CATS2D_08_DN	numeric	2 unique values 0 missing
CATS2D_08_NL	numeric	3 unique values 0 missing
CATS2D_08_PL	numeric	3 unique values 0 missing
CATS2D_09_AA	numeric	3 unique values 0 missing
CATS2D_09_AL	numeric	6 unique values 0 missing
CATS2D_09_AN	numeric	3 unique values 0 missing
CATS2D_09_AP	numeric	2 unique values 0 missing
CATS2D_09_DA	numeric	4 unique values 0 missing
CATS2D_09_DD	numeric	2 unique values 0 missing
CATS2D_09_DL	numeric	5 unique values 0 missing
CATS2D_09_DP	numeric	2 unique values 0 missing
CATS2D_09_LL	numeric	6 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

500

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

499

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

99.8

Percentage of numeric attributes.

PercentageOfSymbolicFeatures

0.2

Percentage of nominal attributes.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile1KurtosisOfNumericAtts

-1.08

First quartile of kurtosis among attributes of the numeric type.

Quartile1MeansOfNumericAtts

0.48

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

0.13

First quartile of skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.37

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Quartile2KurtosisOfNumericAtts

-0.44

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

Quartile2MeansOfNumericAtts

1.53

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

0.66

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

Quartile2StdDevOfNumericAtts

0.66

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

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

Quartile3KurtosisOfNumericAtts

0.47

Third quartile of kurtosis among attributes of the numeric type.

Quartile3MeansOfNumericAtts

4.55

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

1.12

Third quartile of skewness among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.8

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

AutoCorrelation

0.05

Average class difference between consecutive instances.

MeanMeansOfNumericAtts

66.76

Mean of means among attributes of the numeric type.

ClassEntropy

Entropy of the target attribute values.

Dimensionality

13.89

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

11579.72

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

16087.67

Maximum standard deviation of attributes of the numeric type.

MeanAttributeEntropy

Average entropy of the attributes.

MeanKurtosisOfNumericAtts

1.19

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

0.79

Mean skewness among attributes of the numeric type.

MeanStdDevOfNumericAtts

75.29

Mean standard deviation of attributes of the numeric type.

MinAttributeEntropy

Minimal entropy among attributes.

MinKurtosisOfNumericAtts

-1.95