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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2412

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: CHEMBL2412 (TID: 10520), and it has 78 rows and 803 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.

805 features

pXC50 (target)	numeric	5 unique values 0 missing
molecule_id (row identifier)	nominal	78 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
JGI6	numeric	19 unique values 0 missing
Pol	numeric	27 unique values 0 missing
Chi1_EA.dm.	numeric	69 unique values 0 missing
DLS_06	numeric	2 unique values 0 missing
JGI7	numeric	12 unique values 0 missing
Psi_e_0	numeric	71 unique values 0 missing
Chi0_EA.dm.	numeric	66 unique values 0 missing
DLS_cons	numeric	12 unique values 0 missing
JGI8	numeric	13 unique values 0 missing
Psi_e_1	numeric	72 unique values 0 missing
SpMaxA_AEA.dm.	numeric	49 unique values 0 missing
Dz	numeric	51 unique values 0 missing
JGI9	numeric	15 unique values 0 missing
Psi_e_A	numeric	65 unique values 0 missing
Eig02_AEA.dm.	numeric	61 unique values 0 missing
ECC	numeric	58 unique values 0 missing
JGT	numeric	58 unique values 0 missing
Psi_i_0	numeric	68 unique values 0 missing
SpMin6_Bh.p.	numeric	65 unique values 0 missing
Eig01_AEA.bo.	numeric	47 unique values 0 missing
LLS_01	numeric	5 unique values 0 missing
Psi_i_1	numeric	73 unique values 0 missing
Eig06_AEA.bo.	numeric	57 unique values 0 missing
Eig01_AEA.dm.	numeric	58 unique values 0 missing
LLS_02	numeric	3 unique values 0 missing
Psi_i_A	numeric	65 unique values 0 missing
IC5	numeric	60 unique values 0 missing
Eig01_AEA.ed.	numeric	45 unique values 0 missing
LOC	numeric	50 unique values 0 missing
Psi_i_s	numeric	62 unique values 0 missing
X4	numeric	66 unique values 0 missing
Eig01_AEA.ri.	numeric	51 unique values 0 missing
LPRS	numeric	66 unique values 0 missing
Psi_i_t	numeric	4 unique values 0 missing
Eig07_AEA.bo.	numeric	46 unique values 0 missing
Eig01_EA	numeric	44 unique values 0 missing
MATS1e	numeric	61 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
HNar	numeric	41 unique values 0 missing
Eig01_EA.bo.	numeric	47 unique values 0 missing
MATS1i	numeric	63 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
X2Av	numeric	46 unique values 0 missing
Eig01_EA.dm.	numeric	30 unique values 0 missing
MATS1m	numeric	52 unique values 0 missing
P_VSA_e_1	numeric	22 unique values 0 missing
AAC	numeric	59 unique values 0 missing
Eig01_EA.ed.	numeric	47 unique values 0 missing
MATS1p	numeric	57 unique values 0 missing
P_VSA_e_2	numeric	66 unique values 0 missing
AECC	numeric	64 unique values 0 missing
Eig01_EA.ri.	numeric	55 unique values 0 missing
MATS1s	numeric	59 unique values 0 missing
P_VSA_e_3	numeric	33 unique values 0 missing
ALOGP	numeric	69 unique values 0 missing
Eig02_AEA.bo.	numeric	59 unique values 0 missing
MATS1v	numeric	48 unique values 0 missing
P_VSA_e_4	numeric	3 unique values 0 missing
ALOGP2	numeric	70 unique values 0 missing
Eig02_AEA.ed.	numeric	63 unique values 0 missing
MATS2e	numeric	66 unique values 0 missing
P_VSA_e_5	numeric	29 unique values 0 missing
AMR	numeric	70 unique values 0 missing
Eig02_AEA.ri.	numeric	69 unique values 0 missing
MATS2i	numeric	60 unique values 0 missing
P_VSA_e_6	numeric	4 unique values 0 missing
AMW	numeric	65 unique values 0 missing
Eig02_EA	numeric	63 unique values 0 missing
MATS2m	numeric	64 unique values 0 missing
P_VSA_i_1	numeric	10 unique values 0 missing
ARR	numeric	40 unique values 0 missing
Eig02_EA.bo.	numeric	62 unique values 0 missing
MATS2p	numeric	64 unique values 0 missing
P_VSA_i_2	numeric	66 unique values 0 missing
ATS1e	numeric	64 unique values 0 missing
Eig02_EA.dm.	numeric	25 unique values 0 missing
MATS2s	numeric	67 unique values 0 missing
P_VSA_i_3	numeric	60 unique values 0 missing
ATS1i	numeric	63 unique values 0 missing
Eig02_EA.ed.	numeric	66 unique values 0 missing
MATS2v	numeric	62 unique values 0 missing
P_VSA_i_4	numeric	34 unique values 0 missing
ATS1m	numeric	65 unique values 0 missing
Eig02_EA.ri.	numeric	70 unique values 0 missing
MATS3e	numeric	69 unique values 0 missing
P_VSA_LogP_1	numeric	19 unique values 0 missing
ATS1p	numeric	61 unique values 0 missing
Eig03_AEA.bo.	numeric	60 unique values 0 missing
MATS3i	numeric	67 unique values 0 missing
P_VSA_LogP_2	numeric	32 unique values 0 missing
ATS1s	numeric	66 unique values 0 missing
Eig03_AEA.dm.	numeric	62 unique values 0 missing
MATS3m	numeric	67 unique values 0 missing
P_VSA_LogP_3	numeric	29 unique values 0 missing
ATS1v	numeric	65 unique values 0 missing
Eig03_AEA.ed.	numeric	52 unique values 0 missing
MATS3p	numeric	65 unique values 0 missing
P_VSA_LogP_4	numeric	40 unique values 0 missing
ATS2e	numeric	65 unique values 0 missing
Eig03_AEA.ri.	numeric	61 unique values 0 missing
MATS3s	numeric	71 unique values 0 missing
P_VSA_LogP_5	numeric	61 unique values 0 missing
ATS2i	numeric	68 unique values 0 missing
Eig03_EA	numeric	57 unique values 0 missing
MATS3v	numeric	66 unique values 0 missing
P_VSA_LogP_6	numeric	27 unique values 0 missing
ATS2m	numeric	69 unique values 0 missing
Eig03_EA.bo.	numeric	58 unique values 0 missing
MATS4e	numeric	70 unique values 0 missing
P_VSA_LogP_7	numeric	31 unique values 0 missing
ATS2p	numeric	67 unique values 0 missing
Eig03_EA.dm.	numeric	14 unique values 0 missing
MATS4i	numeric	67 unique values 0 missing
P_VSA_LogP_8	numeric	8 unique values 0 missing
ATS2s	numeric	70 unique values 0 missing
Eig03_EA.ed.	numeric	54 unique values 0 missing
MATS4m	numeric	65 unique values 0 missing
P_VSA_m_1	numeric	22 unique values 0 missing
ATS2v	numeric	67 unique values 0 missing
Eig03_EA.ri.	numeric	67 unique values 0 missing
MATS4p	numeric	63 unique values 0 missing
P_VSA_m_2	numeric	67 unique values 0 missing
ATS3e	numeric	67 unique values 0 missing
Eig04_AEA.bo.	numeric	60 unique values 0 missing
MATS4s	numeric	71 unique values 0 missing
P_VSA_m_3	numeric	34 unique values 0 missing
ATS3i	numeric	66 unique values 0 missing
Eig04_AEA.dm.	numeric	61 unique values 0 missing
MATS4v	numeric	69 unique values 0 missing
P_VSA_m_4	numeric	13 unique values 0 missing
ATS3m	numeric	71 unique values 0 missing
Eig04_AEA.ed.	numeric	55 unique values 0 missing
MATS5e	numeric	67 unique values 0 missing
P_VSA_m_5	numeric	2 unique values 0 missing
ATS3p	numeric	71 unique values 0 missing
Eig04_AEA.ri.	numeric	69 unique values 0 missing
MATS5i	numeric	69 unique values 0 missing
P_VSA_MR_1	numeric	23 unique values 0 missing
ATS3s	numeric	73 unique values 0 missing
Eig04_EA	numeric	63 unique values 0 missing
MATS5m	numeric	72 unique values 0 missing
P_VSA_MR_2	numeric	39 unique values 0 missing
ATS3v	numeric	71 unique values 0 missing
Eig04_EA.bo.	numeric	60 unique values 0 missing
MATS5p	numeric	72 unique values 0 missing
ATS4e	numeric	71 unique values 0 missing
Eig04_EA.dm.	numeric	12 unique values 0 missing
MATS5s	numeric	71 unique values 0 missing
ATS4i	numeric	70 unique values 0 missing
Eig04_EA.ed.	numeric	64 unique values 0 missing
MATS5v	numeric	68 unique values 0 missing
ATS4m	numeric	75 unique values 0 missing
Eig04_EA.ri.	numeric	67 unique values 0 missing
MATS6e	numeric	71 unique values 0 missing
ATS4p	numeric	71 unique values 0 missing
Eig05_AEA.bo.	numeric	54 unique values 0 missing
MATS6i	numeric	71 unique values 0 missing
ATS4s	numeric	75 unique values 0 missing
Eig05_AEA.dm.	numeric	54 unique values 0 missing
MATS6m	numeric	70 unique values 0 missing
ATS4v	numeric	67 unique values 0 missing
Eig05_AEA.ed.	numeric	61 unique values 0 missing
MATS6p	numeric	70 unique values 0 missing
ATS5e	numeric	75 unique values 0 missing
Eig05_AEA.ri.	numeric	59 unique values 0 missing
MATS6s	numeric	72 unique values 0 missing
ATS5i	numeric	72 unique values 0 missing
Eig05_EA	numeric	55 unique values 0 missing
MATS6v	numeric	70 unique values 0 missing
ATS5m	numeric	73 unique values 0 missing
Eig05_EA.bo.	numeric	55 unique values 0 missing
MATS7e	numeric	70 unique values 0 missing
ATS5p	numeric	71 unique values 0 missing
Eig05_EA.dm.	numeric	10 unique values 0 missing
MATS7i	numeric	66 unique values 0 missing
ATS5s	numeric	70 unique values 0 missing
Eig05_EA.ed.	numeric	62 unique values 0 missing
MATS7m	numeric	69 unique values 0 missing
ATS5v	numeric	71 unique values 0 missing
Eig05_EA.ri.	numeric	60 unique values 0 missing
MATS7p	numeric	69 unique values 0 missing
ATS6e	numeric	73 unique values 0 missing
Eig06_AEA.dm.	numeric	57 unique values 0 missing
MATS7s	numeric	72 unique values 0 missing
ATS6i	numeric	72 unique values 0 missing
Eig06_AEA.ed.	numeric	63 unique values 0 missing
MATS7v	numeric	70 unique values 0 missing
ATS6m	numeric	73 unique values 0 missing
Eig06_AEA.ri.	numeric	65 unique values 0 missing
MATS8e	numeric	67 unique values 0 missing
ATS6p	numeric	73 unique values 0 missing
Eig06_EA	numeric	54 unique values 0 missing
MATS8i	numeric	64 unique values 0 missing
ATS6s	numeric	73 unique values 0 missing
Eig06_EA.bo.	numeric	57 unique values 0 missing
MATS8m	numeric	65 unique values 0 missing
ATS6v	numeric	69 unique values 0 missing
Eig06_EA.dm.	numeric	6 unique values 0 missing
MATS8p	numeric	69 unique values 0 missing
ATS7e	numeric	71 unique values 0 missing
Eig06_EA.ed.	numeric	60 unique values 0 missing
MATS8s	numeric	73 unique values 0 missing
ATS7i	numeric	72 unique values 0 missing
Eig06_EA.ri.	numeric	64 unique values 0 missing
MATS8v	numeric	71 unique values 0 missing
ATS7m	numeric	74 unique values 0 missing
Eig07_AEA.dm.	numeric	62 unique values 0 missing
MAXDN	numeric	68 unique values 0 missing
ATS7p	numeric	71 unique values 0 missing
Eig07_AEA.ed.	numeric	48 unique values 0 missing
MAXDP	numeric	73 unique values 0 missing
ATS7s	numeric	70 unique values 0 missing
Eig07_AEA.ri.	numeric	64 unique values 0 missing
MCD	numeric	38 unique values 0 missing
ATS7v	numeric	68 unique values 0 missing
Eig07_EA	numeric	53 unique values 0 missing
MDDD	numeric	66 unique values 0 missing
ATS8e	numeric	72 unique values 0 missing
Eig07_EA.bo.	numeric	47 unique values 0 missing
Me	numeric	34 unique values 0 missing
ATS8i	numeric	71 unique values 0 missing
Eig07_EA.dm.	numeric	2 unique values 0 missing
Mi	numeric	31 unique values 0 missing
ATS8m	numeric	68 unique values 0 missing
Eig07_EA.ed.	numeric	52 unique values 0 missing
MLOGP	numeric	63 unique values 0 missing
ATS8p	numeric	69 unique values 0 missing
Eig07_EA.ri.	numeric	60 unique values 0 missing
MLOGP2	numeric	63 unique values 0 missing
ATS8s	numeric	72 unique values 0 missing
Eig08_AEA.bo.	numeric	56 unique values 0 missing
Mp	numeric	48 unique values 0 missing
ATS8v	numeric	69 unique values 0 missing
Eig08_AEA.dm.	numeric	62 unique values 0 missing
MPC01	numeric	19 unique values 0 missing
ATSC1e	numeric	53 unique values 0 missing
Eig08_AEA.ed.	numeric	54 unique values 0 missing
MPC02	numeric	25 unique values 0 missing
ATSC1i	numeric	60 unique values 0 missing
Eig08_AEA.ri.	numeric	57 unique values 0 missing
MPC03	numeric	32 unique values 0 missing
ATSC1m	numeric	67 unique values 0 missing
Eig08_EA	numeric	47 unique values 0 missing
MPC04	numeric	36 unique values 0 missing
ATSC1p	numeric	66 unique values 0 missing
Eig08_EA.bo.	numeric	50 unique values 0 missing
MPC05	numeric	39 unique values 0 missing
ATSC1s	numeric	71 unique values 0 missing
Eig08_EA.ed.	numeric	57 unique values 0 missing
MPC06	numeric	43 unique values 0 missing
ATSC1v	numeric	66 unique values 0 missing
Eig08_EA.ri.	numeric	60 unique values 0 missing
MPC07	numeric	48 unique values 0 missing
ATSC2e	numeric	63 unique values 0 missing
Eig09_AEA.bo.	numeric	44 unique values 0 missing
MPC08	numeric	47 unique values 0 missing
ATSC2i	numeric	65 unique values 0 missing
Eig09_AEA.dm.	numeric	55 unique values 0 missing
MPC09	numeric	46 unique values 0 missing
ATSC2m	numeric	70 unique values 0 missing
Eig09_AEA.ed.	numeric	44 unique values 0 missing
MPC10	numeric	49 unique values 0 missing
ATSC2p	numeric	69 unique values 0 missing
Eig09_AEA.ri.	numeric	52 unique values 0 missing
MSD	numeric	66 unique values 0 missing
ATSC2s	numeric	75 unique values 0 missing
Eig09_EA	numeric	49 unique values 0 missing
Mv	numeric	46 unique values 0 missing
ATSC2v	numeric	69 unique values 0 missing
Eig09_EA.bo.	numeric	44 unique values 0 missing
MW	numeric	65 unique values 0 missing
ATSC3e	numeric	65 unique values 0 missing
Eig09_EA.ed.	numeric	54 unique values 0 missing
MWC01	numeric	19 unique values 0 missing
ATSC3i	numeric	65 unique values 0 missing
Eig09_EA.ri.	numeric	57 unique values 0 missing
MWC02	numeric	33 unique values 0 missing
ATSC3m	numeric	73 unique values 0 missing
Eig10_AEA.bo.	numeric	54 unique values 0 missing
MWC03	numeric	45 unique values 0 missing
ATSC3p	numeric	73 unique values 0 missing
Eig10_AEA.dm.	numeric	48 unique values 0 missing
MWC04	numeric	59 unique values 0 missing
ATSC3s	numeric	75 unique values 0 missing
Eig10_AEA.ed.	numeric	55 unique values 0 missing
MWC05	numeric	63 unique values 0 missing
ATSC3v	numeric	73 unique values 0 missing
Eig10_AEA.ri.	numeric	60 unique values 0 missing
MWC06	numeric	61 unique values 0 missing
ATSC4e	numeric	70 unique values 0 missing
Eig10_EA	numeric	52 unique values 0 missing
MWC07	numeric	64 unique values 0 missing
ATSC4i	numeric	71 unique values 0 missing
Eig10_EA.bo.	numeric	58 unique values 0 missing
MWC08	numeric	65 unique values 0 missing
ATSC4m	numeric	75 unique values 0 missing
Eig10_EA.ed.	numeric	56 unique values 0 missing
MWC09	numeric	63 unique values 0 missing
ATSC4p	numeric	74 unique values 0 missing
Eig10_EA.ri.	numeric	60 unique values 0 missing
MWC10	numeric	62 unique values 0 missing
ATSC4s	numeric	75 unique values 0 missing
Eig11_AEA.bo.	numeric	59 unique values 0 missing
N.	numeric	41 unique values 0 missing
ATSC4v	numeric	75 unique values 0 missing
Eig11_AEA.dm.	numeric	58 unique values 0 missing
N.068	numeric	2 unique values 0 missing
ATSC5e	numeric	71 unique values 0 missing
Eig11_AEA.ed.	numeric	63 unique values 0 missing
N.070	numeric	2 unique values 0 missing
ATSC5i	numeric	72 unique values 0 missing
Eig11_AEA.ri.	numeric	62 unique values 0 missing
N.071	numeric	2 unique values 0 missing
ATSC5m	numeric	75 unique values 0 missing
Eig11_EA	numeric	60 unique values 0 missing
N.072	numeric	3 unique values 0 missing
ATSC5p	numeric	75 unique values 0 missing
Eig11_EA.bo.	numeric	64 unique values 0 missing
N.073	numeric	3 unique values 0 missing
ATSC5s	numeric	75 unique values 0 missing
Eig11_EA.ed.	numeric	63 unique values 0 missing
N.074	numeric	2 unique values 0 missing
ATSC5v	numeric	75 unique values 0 missing
Eig11_EA.ri.	numeric	64 unique values 0 missing
N.075	numeric	4 unique values 0 missing
ATSC6e	numeric	70 unique values 0 missing
Eig12_AEA.bo.	numeric	53 unique values 0 missing
N.076	numeric	3 unique values 0 missing
ATSC6i	numeric	66 unique values 0 missing
Eig12_AEA.dm.	numeric	62 unique values 0 missing
N.078	numeric	2 unique values 0 missing
ATSC6m	numeric	75 unique values 0 missing
Eig12_AEA.ed.	numeric	62 unique values 0 missing
NaaaC	numeric	4 unique values 0 missing
ATSC6p	numeric	75 unique values 0 missing
Eig12_AEA.ri.	numeric	69 unique values 0 missing
NaaCH	numeric	13 unique values 0 missing
ATSC6s	numeric	74 unique values 0 missing
Eig12_EA	numeric	55 unique values 0 missing
NaaN	numeric	4 unique values 0 missing
ATSC6v	numeric	75 unique values 0 missing
Eig12_EA.bo.	numeric	62 unique values 0 missing
NaaNH	numeric	2 unique values 0 missing
ATSC7e	numeric	71 unique values 0 missing
Eig12_EA.ed.	numeric	58 unique values 0 missing
NaaO	numeric	2 unique values 0 missing
ATSC7i	numeric	71 unique values 0 missing
Eig12_EA.ri.	numeric	66 unique values 0 missing
NaaS	numeric	3 unique values 0 missing
ATSC7m	numeric	74 unique values 0 missing
Eig13_AEA.bo.	numeric	50 unique values 0 missing
NaasC	numeric	8 unique values 0 missing
ATSC7p	numeric	73 unique values 0 missing
Eig13_AEA.dm.	numeric	56 unique values 0 missing
NaasN	numeric	2 unique values 0 missing
ATSC7s	numeric	74 unique values 0 missing
Eig13_AEA.ed.	numeric	50 unique values 0 missing
nAB	numeric	13 unique values 0 missing
ATSC7v	numeric	74 unique values 0 missing
Eig13_AEA.ri.	numeric	62 unique values 0 missing
nArCN	numeric	2 unique values 0 missing
ATSC8e	numeric	70 unique values 0 missing
Eig13_EA	numeric	50 unique values 0 missing
nArC.N	numeric	2 unique values 0 missing
ATSC8i	numeric	69 unique values 0 missing
Eig13_EA.bo.	numeric	59 unique values 0 missing
nArCNO	numeric	2 unique values 0 missing
ATSC8m	numeric	74 unique values 0 missing
Eig13_EA.ed.	numeric	57 unique values 0 missing
nArCO	numeric	2 unique values 0 missing
ATSC8p	numeric	74 unique values 0 missing
Eig13_EA.ri.	numeric	64 unique values 0 missing
nArCONHR	numeric	2 unique values 0 missing
ATSC8s	numeric	74 unique values 0 missing
Eig14_AEA.bo.	numeric	51 unique values 0 missing
nArCONR2	numeric	2 unique values 0 missing
ATSC8v	numeric	73 unique values 0 missing
Eig14_AEA.dm.	numeric	55 unique values 0 missing
nArCOOR	numeric	2 unique values 0 missing
BAC	numeric	23 unique values 0 missing
Eig14_AEA.ed.	numeric	44 unique values 0 missing
nArNHR	numeric	2 unique values 0 missing
BBI	numeric	25 unique values 0 missing
Eig14_AEA.ri.	numeric	59 unique values 0 missing
nArNO2	numeric	2 unique values 0 missing
BIC0	numeric	47 unique values 0 missing
Eig14_EA	numeric	52 unique values 0 missing
nArNR2	numeric	2 unique values 0 missing
BIC1	numeric	56 unique values 0 missing
Eig14_EA.bo.	numeric	54 unique values 0 missing
nArOH	numeric	3 unique values 0 missing
BIC2	numeric	57 unique values 0 missing
Eig14_EA.ed.	numeric	59 unique values 0 missing
nArOR	numeric	5 unique values 0 missing
BIC3	numeric	54 unique values 0 missing
Eig14_EA.ri.	numeric	65 unique values 0 missing
nArX	numeric	3 unique values 0 missing
BIC4	numeric	52 unique values 0 missing
Eig15_AEA.bo.	numeric	52 unique values 0 missing
nAT	numeric	29 unique values 0 missing
BIC5	numeric	47 unique values 0 missing
Eig15_AEA.dm.	numeric	65 unique values 0 missing
nBM	numeric	17 unique values 0 missing
BID	numeric	37 unique values 0 missing
Eig15_AEA.ed.	numeric	41 unique values 0 missing
nBnz	numeric	5 unique values 0 missing
BLI	numeric	61 unique values 0 missing
Eig15_AEA.ri.	numeric	57 unique values 0 missing
nBO	numeric	19 unique values 0 missing
BLTA96	numeric	57 unique values 0 missing
Eig15_EA	numeric	50 unique values 0 missing
nBR	numeric	2 unique values 0 missing
BLTD48	numeric	57 unique values 0 missing
Eig15_EA.bo.	numeric	56 unique values 0 missing
nBT	numeric	28 unique values 0 missing
BLTF96	numeric	60 unique values 0 missing
Eig15_EA.ed.	numeric	56 unique values 0 missing
nC	numeric	16 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
Eig15_EA.ri.	numeric	57 unique values 0 missing
nCar	numeric	15 unique values 0 missing
C.	numeric	39 unique values 0 missing
Eta_alpha	numeric	54 unique values 0 missing
nCb.	numeric	9 unique values 0 missing
C.001	numeric	4 unique values 0 missing
Eta_alpha_A	numeric	35 unique values 0 missing
nCbH	numeric	10 unique values 0 missing
C.002	numeric	6 unique values 0 missing
Eta_B	numeric	47 unique values 0 missing
nCconj	numeric	8 unique values 0 missing
C.003	numeric	2 unique values 0 missing
Eta_B_A	numeric	21 unique values 0 missing
nCconjX	numeric	2 unique values 0 missing
C.005	numeric	5 unique values 0 missing
Eta_beta	numeric	40 unique values 0 missing
nCIC	numeric	4 unique values 0 missing
C.006	numeric	5 unique values 0 missing
Eta_beta_A	numeric	58 unique values 0 missing
nCIR	numeric	7 unique values 0 missing
C.008	numeric	3 unique values 0 missing
Eta_betaP	numeric	24 unique values 0 missing
nCL	numeric	3 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eta_betaP_A	numeric	50 unique values 0 missing
nC.N.N.	numeric	2 unique values 0 missing
C.013	numeric	2 unique values 0 missing
Eta_betaS	numeric	34 unique values 0 missing
nC..N.N2	numeric	2 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eta_betaS_A	numeric	41 unique values 0 missing
nCONN	numeric	2 unique values 0 missing
C.016	numeric	5 unique values 0 missing
Eta_C	numeric	75 unique values 0 missing
nCp	numeric	4 unique values 0 missing
C.017	numeric	2 unique values 0 missing
Eta_C_A	numeric	69 unique values 0 missing
nCrs	numeric	5 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eta_epsi	numeric	64 unique values 0 missing
nCrt	numeric	2 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eta_epsi_A	numeric	52 unique values 0 missing
nCRX3	numeric	2 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eta_F	numeric	75 unique values 0 missing
nCs	numeric	6 unique values 0 missing
C.024	numeric	12 unique values 0 missing
Eta_F_A	numeric	66 unique values 0 missing
nCsp	numeric	2 unique values 0 missing
C.025	numeric	5 unique values 0 missing
Eta_FL	numeric	72 unique values 0 missing
nCsp2	numeric	14 unique values 0 missing
C.026	numeric	5 unique values 0 missing
Eta_FL_A	numeric	50 unique values 0 missing
nCsp3	numeric	10 unique values 0 missing
C.027	numeric	5 unique values 0 missing
Eta_L	numeric	73 unique values 0 missing
nCt	numeric	2 unique values 0 missing
C.028	numeric	4 unique values 0 missing
Eta_L_A	numeric	47 unique values 0 missing
nDB	numeric	7 unique values 0 missing
C.029	numeric	2 unique values 0 missing
Eta_sh_p	numeric	57 unique values 0 missing
NdCH2	numeric	2 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eta_sh_x	numeric	9 unique values 0 missing
NddsN	numeric	2 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eta_sh_y	numeric	57 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
C.034	numeric	3 unique values 0 missing
F.083	numeric	2 unique values 0 missing
NdO	numeric	5 unique values 0 missing
C.035	numeric	2 unique values 0 missing
F.084	numeric	3 unique values 0 missing
NdS	numeric	2 unique values 0 missing
C.037	numeric	2 unique values 0 missing
GATS1e	numeric	62 unique values 0 missing
NdsCH	numeric	6 unique values 0 missing
C.038	numeric	2 unique values 0 missing
GATS1i	numeric	64 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
C.039	numeric	2 unique values 0 missing
GATS1m	numeric	61 unique values 0 missing
NdssC	numeric	6 unique values 0 missing
C.040	numeric	4 unique values 0 missing
GATS1p	numeric	65 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
C.041	numeric	2 unique values 0 missing
GATS1s	numeric	64 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
C.043	numeric	2 unique values 0 missing
GATS1v	numeric	61 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
C.044	numeric	2 unique values 0 missing
GATS2e	numeric	62 unique values 0 missing
nF	numeric	4 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
GATS2i	numeric	64 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
CATS2D_01_DA	numeric	2 unique values 0 missing
GATS2m	numeric	66 unique values 0 missing
nH	numeric	20 unique values 0 missing
CATS2D_01_LL	numeric	13 unique values 0 missing
GATS2p	numeric	60 unique values 0 missing
nHAcc	numeric	8 unique values 0 missing
CATS2D_02_AA	numeric	5 unique values 0 missing
GATS2s	numeric	67 unique values 0 missing
nHDon	numeric	4 unique values 0 missing
CATS2D_02_AL	numeric	12 unique values 0 missing
GATS2v	numeric	62 unique values 0 missing
nHet	numeric	8 unique values 0 missing
CATS2D_02_DA	numeric	5 unique values 0 missing
GATS3e	numeric	68 unique values 0 missing
nHM	numeric	4 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
GATS3i	numeric	65 unique values 0 missing
nImidazoles	numeric	2 unique values 0 missing
CATS2D_02_DL	numeric	7 unique values 0 missing
GATS3m	numeric	70 unique values 0 missing
nN	numeric	6 unique values 0 missing
CATS2D_02_LL	numeric	13 unique values 0 missing
GATS3p	numeric	64 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
CATS2D_03_AA	numeric	4 unique values 0 missing
GATS3s	numeric	68 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
CATS2D_03_AL	numeric	14 unique values 0 missing
GATS3v	numeric	66 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
CATS2D_03_DA	numeric	4 unique values 0 missing
GATS4e	numeric	68 unique values 0 missing
NNRS	numeric	6 unique values 0 missing
CATS2D_03_DD	numeric	2 unique values 0 missing
GATS4i	numeric	70 unique values 0 missing
nO	numeric	7 unique values 0 missing
CATS2D_03_DL	numeric	6 unique values 0 missing
GATS4m	numeric	71 unique values 0 missing
nOHp	numeric	2 unique values 0 missing
CATS2D_03_LL	numeric	13 unique values 0 missing
GATS4p	numeric	65 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
CATS2D_04_AA	numeric	5 unique values 0 missing
GATS4s	numeric	71 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
CATS2D_04_AL	numeric	14 unique values 0 missing
GATS4v	numeric	62 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
CATS2D_04_DA	numeric	5 unique values 0 missing
GATS5e	numeric	74 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
CATS2D_04_DD	numeric	2 unique values 0 missing
GATS5i	numeric	66 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
CATS2D_04_DL	numeric	7 unique values 0 missing
GATS5m	numeric	73 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
CATS2D_04_LL	numeric	12 unique values 0 missing
GATS5p	numeric	71 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
CATS2D_05_AA	numeric	6 unique values 0 missing
GATS5s	numeric	72 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
CATS2D_05_AL	numeric	13 unique values 0 missing
GATS5v	numeric	68 unique values 0 missing
nR05	numeric	3 unique values 0 missing
CATS2D_05_DA	numeric	4 unique values 0 missing
GATS6e	numeric	73 unique values 0 missing
nR06	numeric	5 unique values 0 missing
CATS2D_05_DD	numeric	2 unique values 0 missing
GATS6i	numeric	68 unique values 0 missing
nR07	numeric	2 unique values 0 missing
CATS2D_05_DL	numeric	7 unique values 0 missing
GATS6m	numeric	70 unique values 0 missing
nR08	numeric	2 unique values 0 missing
CATS2D_05_LL	numeric	14 unique values 0 missing
GATS6p	numeric	69 unique values 0 missing
nR09	numeric	4 unique values 0 missing
CATS2D_06_AA	numeric	5 unique values 0 missing
GATS6s	numeric	74 unique values 0 missing
nR10	numeric	2 unique values 0 missing
CATS2D_06_AL	numeric	11 unique values 0 missing
GATS6v	numeric	69 unique values 0 missing
nR11	numeric	2 unique values 0 missing
CATS2D_06_DA	numeric	5 unique values 0 missing
GATS7e	numeric	73 unique values 0 missing
nR12	numeric	2 unique values 0 missing
CATS2D_06_DD	numeric	2 unique values 0 missing
GATS7i	numeric	65 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
CATS2D_06_DL	numeric	6 unique values 0 missing
GATS7m	numeric	74 unique values 0 missing
nRCO	numeric	2 unique values 0 missing
CATS2D_06_LL	numeric	12 unique values 0 missing
GATS7p	numeric	71 unique values 0 missing
nRCONHR	numeric	3 unique values 0 missing
CATS2D_07_AA	numeric	5 unique values 0 missing
GATS7s	numeric	72 unique values 0 missing
nRCONR2	numeric	2 unique values 0 missing
CATS2D_07_AL	numeric	12 unique values 0 missing
GATS7v	numeric	71 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
CATS2D_07_DA	numeric	4 unique values 0 missing
GATS8e	numeric	72 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
CATS2D_07_DD	numeric	3 unique values 0 missing
GATS8i	numeric	66 unique values 0 missing
nR.CRX	numeric	2 unique values 0 missing
CATS2D_07_DL	numeric	6 unique values 0 missing
GATS8m	numeric	67 unique values 0 missing
nR.Cs	numeric	5 unique values 0 missing
CATS2D_07_LL	numeric	10 unique values 0 missing
GATS8p	numeric	70 unique values 0 missing
nR.Ct	numeric	2 unique values 0 missing
CATS2D_08_AA	numeric	5 unique values 0 missing
GATS8s	numeric	74 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
CATS2D_08_AL	numeric	11 unique values 0 missing
GATS8v	numeric	68 unique values 0 missing
nROH	numeric	2 unique values 0 missing
CATS2D_08_DA	numeric	3 unique values 0 missing
GGI1	numeric	13 unique values 0 missing
nROR	numeric	2 unique values 0 missing
CATS2D_08_DL	numeric	5 unique values 0 missing
GGI10	numeric	45 unique values 0 missing
NRS	numeric	5 unique values 0 missing
CATS2D_08_LL	numeric	11 unique values 0 missing
GGI2	numeric	15 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
CATS2D_09_AA	numeric	4 unique values 0 missing
GGI3	numeric	45 unique values 0 missing
nS	numeric	4 unique values 0 missing
CATS2D_09_AL	numeric	10 unique values 0 missing
GGI4	numeric	60 unique values 0 missing
NsBr	numeric	2 unique values 0 missing
CATS2D_09_DA	numeric	3 unique values 0 missing
GGI5	numeric	54 unique values 0 missing
NsCH3	numeric	5 unique values 0 missing
CATS2D_09_DL	numeric	5 unique values 0 missing
GGI6	numeric	52 unique values 0 missing
NsCl	numeric	3 unique values 0 missing
CATS2D_09_LL	numeric	11 unique values 0 missing
GGI7	numeric	58 unique values 0 missing
NsF	numeric	4 unique values 0 missing
CENT	numeric	65 unique values 0 missing
GGI8	numeric	53 unique values 0 missing
nSK	numeric	18 unique values 0 missing
Chi0_AEA.bo.	numeric	58 unique values 0 missing
GGI9	numeric	44 unique values 0 missing
nSO	numeric	2 unique values 0 missing
Chi0_AEA.dm.	numeric	58 unique values 0 missing
GMTI	numeric	66 unique values 0 missing
nS..O.2	numeric	3 unique values 0 missing
Chi0_AEA.ed.	numeric	58 unique values 0 missing
GMTIV	numeric	72 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
Chi0_AEA.ri.	numeric	58 unique values 0 missing
GNar	numeric	46 unique values 0 missing
nSO3	numeric	2 unique values 0 missing
Chi0_EA	numeric	58 unique values 0 missing
H.	numeric	48 unique values 0 missing
NsOH	numeric	4 unique values 0 missing
Chi0_EA.bo.	numeric	63 unique values 0 missing
H.046	numeric	7 unique values 0 missing
NssCH2	numeric	7 unique values 0 missing
Chi0_EA.ed.	numeric	66 unique values 0 missing
H.047	numeric	18 unique values 0 missing
NssNH	numeric	3 unique values 0 missing
Chi0_EA.ri.	numeric	73 unique values 0 missing
H.048	numeric	3 unique values 0 missing
NssO	numeric	5 unique values 0 missing
Chi1_AEA.bo.	numeric	65 unique values 0 missing
H.049	numeric	4 unique values 0 missing
NssS	numeric	2 unique values 0 missing
Chi1_AEA.dm.	numeric	65 unique values 0 missing
H.050	numeric	4 unique values 0 missing
NsssCH	numeric	3 unique values 0 missing
Chi1_AEA.ed.	numeric	65 unique values 0 missing
H.051	numeric	7 unique values 0 missing
NsssN	numeric	3 unique values 0 missing
Chi1_AEA.ri.	numeric	65 unique values 0 missing
H.052	numeric	7 unique values 0 missing
NssssC	numeric	2 unique values 0 missing
Chi1_EA	numeric	65 unique values 0 missing
HDcpx	numeric	55 unique values 0 missing
nTB	numeric	2 unique values 0 missing
Chi1_EA.bo.	numeric	67 unique values 0 missing
HVcpx	numeric	66 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
Chi1_EA.ed.	numeric	65 unique values 0 missing
Hy	numeric	49 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
Chi1_EA.ri.	numeric	75 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
NtN	numeric	2 unique values 0 missing
CIC0	numeric	61 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
NtsC	numeric	2 unique values 0 missing
CIC1	numeric	67 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nX	numeric	4 unique values 0 missing
CIC2	numeric	66 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
O.	numeric	45 unique values 0 missing
CIC3	numeric	67 unique values 0 missing
IAC	numeric	62 unique values 0 missing
O.056	numeric	2 unique values 0 missing
CIC4	numeric	59 unique values 0 missing
IC0	numeric	59 unique values 0 missing
O.057	numeric	3 unique values 0 missing
CIC5	numeric	59 unique values 0 missing
IC1	numeric	66 unique values 0 missing
O.058	numeric	5 unique values 0 missing
CID	numeric	51 unique values 0 missing
IC2	numeric	69 unique values 0 missing
O.059	numeric	2 unique values 0 missing
Cl.089	numeric	3 unique values 0 missing
IC3	numeric	69 unique values 0 missing
O.060	numeric	5 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
IC4	numeric	58 unique values 0 missing
O.061	numeric	2 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
ICR	numeric	57 unique values 0 missing
ON0	numeric	40 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
IDDE	numeric	57 unique values 0 missing
ON0V	numeric	60 unique values 0 missing
CSI	numeric	64 unique values 0 missing
IDDM	numeric	53 unique values 0 missing
ON1	numeric	48 unique values 0 missing
DBI	numeric	29 unique values 0 missing
IDE	numeric	64 unique values 0 missing
ON1V	numeric	68 unique values 0 missing
D.Dtr05	numeric	38 unique values 0 missing
IDET	numeric	66 unique values 0 missing
PCD	numeric	68 unique values 0 missing
D.Dtr06	numeric	66 unique values 0 missing
IDM	numeric	66 unique values 0 missing
PCR	numeric	62 unique values 0 missing
D.Dtr07	numeric	2 unique values 0 missing
IDMT	numeric	66 unique values 0 missing
PDI	numeric	51 unique values 0 missing
D.Dtr08	numeric	2 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
PHI	numeric	66 unique values 0 missing
D.Dtr09	numeric	13 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
piID	numeric	68 unique values 0 missing
D.Dtr10	numeric	19 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
piPC01	numeric	35 unique values 0 missing
D.Dtr11	numeric	2 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
piPC02	numeric	44 unique values 0 missing
D.Dtr12	numeric	4 unique values 0 missing
ISIZ	numeric	29 unique values 0 missing
piPC03	numeric	60 unique values 0 missing
DECC	numeric	64 unique values 0 missing
IVDE	numeric	50 unique values 0 missing
piPC04	numeric	67 unique values 0 missing
DELS	numeric	75 unique values 0 missing
IVDM	numeric	51 unique values 0 missing
piPC05	numeric	66 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
JGI1	numeric	41 unique values 0 missing
piPC06	numeric	68 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
JGI10	numeric	13 unique values 0 missing
piPC07	numeric	68 unique values 0 missing
DLS_01	numeric	2 unique values 0 missing
JGI2	numeric	36 unique values 0 missing
piPC08	numeric	67 unique values 0 missing
DLS_02	numeric	3 unique values 0 missing
JGI3	numeric	32 unique values 0 missing
piPC09	numeric	68 unique values 0 missing
DLS_03	numeric	2 unique values 0 missing
JGI4	numeric	25 unique values 0 missing
piPC10	numeric	67 unique values 0 missing
DLS_04	numeric	5 unique values 0 missing
JGI5	numeric	21 unique values 0 missing
PJI2	numeric	9 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

805

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

804

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

NaiveBayesErrRate

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1KurtosisOfNumericAtts

0.19

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.03

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

CfsSubsetEval_NaiveBayesAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMeansOfNumericAtts

62.04

Mean of means among attributes of the numeric type.

NaiveBayesKappa

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1MeansOfNumericAtts

0.19

First quartile of means among attributes of the numeric type.

REPTreeDepth1AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_NaiveBayesErrRate

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMutualInformation

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

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

REPTreeDepth1ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_NaiveBayesKappa

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNoiseToSignalRatio

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

Quartile1SkewnessOfNumericAtts

-0.3

First quartile of skewness among attributes of the numeric type.

REPTreeDepth1Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_kNN1NAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

StdvNominalAttDistinctValues

Standard deviation of the number of distinct values among attributes of the nominal type.

J48.001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNominalAttDistinctValues

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

Quartile1StdDevOfNumericAtts

0.17

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

REPTreeDepth2AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NErrRate

Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk

J48.001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanSkewnessOfNumericAtts

Mean skewness among attributes of the numeric type.

MeanStdDevOfNumericAtts

29.25

Mean standard deviation of attributes of the numeric type.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

REPTreeDepth2ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NKappa

Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NErrRate

Error rate achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2KurtosisOfNumericAtts

1.29

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

REPTreeDepth2Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2

ClassEntropy

Entropy of the target attribute values.

kNN1NKappa

Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-2.05

Minimum kurtosis among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.14

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

REPTreeDepth3AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxAttributeEntropy

Maximum entropy among attributes.

MinMeansOfNumericAtts

-3.98

Minimum of means among attributes of the numeric type.

Quartile2MutualInformation

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

REPTreeDepth3ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpErrRate

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxKurtosisOfNumericAtts

Maximum kurtosis among attributes of the numeric type.

MinMutualInformation

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

Quartile2SkewnessOfNumericAtts

0.4

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

REPTreeDepth3Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpKappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxMeansOfNumericAtts

21318.87

Maximum of means among attributes of the numeric type.

MinNominalAttDistinctValues

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

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.37

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

RandomTreeDepth1AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

Dimensionality

10.32

Number of attributes divided by the number of instances.

MaxMutualInformation

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

MinSkewnessOfNumericAtts

-8.83

Minimum skewness among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

RandomTreeDepth1ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

EquivalentNumberOfAtts

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

MaxNominalAttDistinctValues

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

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

5.2

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

0.81

Average class difference between consecutive instances.

RandomTreeDepth1Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

J48.00001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MaxSkewnessOfNumericAtts

8.83

Maximum skewness among attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

PercentageOfNumericFeatures

99.88

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

4.45

Third quartile of means among attributes of the numeric type.

CfsSubsetEval_DecisionStumpAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MaxStdDevOfNumericAtts

10015.33

Maximum standard deviation of attributes of the numeric type.

MinorityClassSize

Number of instances belonging to the least frequent class.

PercentageOfSymbolicFeatures

0.12

Percentage of nominal attributes.

Quartile3MutualInformation

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

CfsSubsetEval_DecisionStumpErrRate

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MeanAttributeEntropy

Average entropy of the attributes.

NaiveBayesAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

1.49

Third quartile of skewness among attributes of the numeric type.

CfsSubsetEval_DecisionStumpKappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.0001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanKurtosisOfNumericAtts

7.57

Mean kurtosis among attributes of the numeric type.

Show all 107 properties