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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4685

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: CHEMBL4685 (TID: 100643), and it has 276 rows and 1349 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).

1351 features

pXC50 (target)	numeric	191 unique values 0 missing
molecule_id (row identifier)	nominal	276 unique values 0 missing
CATS2D_09_AL	numeric	12 unique values 0 missing
GATS5s	numeric	240 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	159 unique values 0 missing
TIC4	numeric	165 unique values 0 missing
AAC	numeric	153 unique values 0 missing
CATS2D_09_AN	numeric	2 unique values 0 missing
GATS5v	numeric	207 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	153 unique values 0 missing
TIC5	numeric	160 unique values 0 missing
AECC	numeric	156 unique values 0 missing
CATS2D_09_AP	numeric	4 unique values 0 missing
GATS6e	numeric	235 unique values 0 missing
nNq	numeric	2 unique values 0 missing
SM07_EA	numeric	145 unique values 0 missing
TIE	numeric	267 unique values 0 missing
ALOGP	numeric	208 unique values 0 missing
CATS2D_09_DA	numeric	5 unique values 0 missing
GATS6i	numeric	215 unique values 0 missing
NNRS	numeric	11 unique values 0 missing
SM07_EA.bo.	numeric	159 unique values 0 missing
TPC	numeric	131 unique values 0 missing
ALOGP2	numeric	214 unique values 0 missing
CATS2D_09_DD	numeric	3 unique values 0 missing
GATS6m	numeric	233 unique values 0 missing
nO	numeric	10 unique values 0 missing
SM07_EA.dm.	numeric	46 unique values 0 missing
TPSA.NO.	numeric	120 unique values 0 missing
AMR	numeric	217 unique values 0 missing
CATS2D_09_DL	numeric	10 unique values 0 missing
GATS6p	numeric	209 unique values 0 missing
nOHp	numeric	2 unique values 0 missing
SM07_EA.ed.	numeric	165 unique values 0 missing
TPSA.Tot.	numeric	125 unique values 0 missing
AMW	numeric	181 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS6s	numeric	236 unique values 0 missing
nOHs	numeric	3 unique values 0 missing
SM07_EA.ri.	numeric	235 unique values 0 missing
TRS	numeric	16 unique values 0 missing
ARR	numeric	76 unique values 0 missing
CATS2D_09_DP	numeric	2 unique values 0 missing
GATS6v	numeric	207 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	169 unique values 0 missing
TWC	numeric	170 unique values 0 missing
ATS1e	numeric	196 unique values 0 missing
CATS2D_09_LL	numeric	18 unique values 0 missing
GATS7e	numeric	226 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	98 unique values 0 missing
Uc	numeric	19 unique values 0 missing
ATS1i	numeric	202 unique values 0 missing
CATS2D_09_NL	numeric	3 unique values 0 missing
GATS7i	numeric	217 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	166 unique values 0 missing
Ui	numeric	23 unique values 0 missing
ATS1m	numeric	189 unique values 0 missing
CATS2D_09_PL	numeric	5 unique values 0 missing
GATS7m	numeric	223 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	140 unique values 0 missing
Uindex	numeric	179 unique values 0 missing
ATS1p	numeric	195 unique values 0 missing
CENT	numeric	164 unique values 0 missing
GATS7p	numeric	217 unique values 0 missing
nPyridines	numeric	2 unique values 0 missing
SM08_EA	numeric	166 unique values 0 missing
UNIP	numeric	96 unique values 0 missing
ATS1s	numeric	222 unique values 0 missing
Chi0_AEA.bo.	numeric	147 unique values 0 missing
GATS7s	numeric	240 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM08_EA.bo.	numeric	172 unique values 0 missing
VAR	numeric	92 unique values 0 missing
ATS1v	numeric	198 unique values 0 missing
Chi0_AEA.dm.	numeric	147 unique values 0 missing
GATS7v	numeric	210 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM08_EA.dm.	numeric	88 unique values 0 missing
Vindex	numeric	136 unique values 0 missing
ATS2e	numeric	199 unique values 0 missing
Chi0_AEA.ed.	numeric	147 unique values 0 missing
GATS8e	numeric	192 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM08_EA.ed.	numeric	168 unique values 0 missing
VvdwMG	numeric	185 unique values 0 missing
ATS2i	numeric	200 unique values 0 missing
Chi0_AEA.ri.	numeric	147 unique values 0 missing
GATS8i	numeric	175 unique values 0 missing
nR05	numeric	4 unique values 0 missing
SM08_EA.ri.	numeric	247 unique values 0 missing
VvdwZAZ	numeric	200 unique values 0 missing
ATS2m	numeric	200 unique values 0 missing
Chi0_EA	numeric	147 unique values 0 missing
GATS8m	numeric	187 unique values 0 missing
nR06	numeric	5 unique values 0 missing
SM09_AEA.bo.	numeric	155 unique values 0 missing
Vx	numeric	185 unique values 0 missing
ATS2p	numeric	199 unique values 0 missing
Chi0_EA.bo.	numeric	165 unique values 0 missing
GATS8p	numeric	184 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	103 unique values 0 missing
Wap	numeric	149 unique values 0 missing
ATS2s	numeric	227 unique values 0 missing
Chi0_EA.dm.	numeric	182 unique values 0 missing
GATS8s	numeric	191 unique values 0 missing
nR08	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	164 unique values 0 missing
X.	numeric	26 unique values 0 missing
ATS2v	numeric	200 unique values 0 missing
Chi0_EA.ed.	numeric	171 unique values 0 missing
GATS8v	numeric	184 unique values 0 missing
nR09	numeric	4 unique values 0 missing
SM09_AEA.ri.	numeric	117 unique values 0 missing
X0	numeric	112 unique values 0 missing
ATS3e	numeric	212 unique values 0 missing
Chi0_EA.ri.	numeric	245 unique values 0 missing
GGI1	numeric	22 unique values 0 missing
nR10	numeric	3 unique values 0 missing
SM09_EA	numeric	161 unique values 0 missing
X0A	numeric	66 unique values 0 missing
ATS3i	numeric	212 unique values 0 missing
Chi1_AEA.bo.	numeric	162 unique values 0 missing
GGI10	numeric	53 unique values 0 missing
nR11	numeric	3 unique values 0 missing
SM09_EA.bo.	numeric	172 unique values 0 missing
X0Av	numeric	139 unique values 0 missing
ATS3m	numeric	229 unique values 0 missing
Chi1_AEA.dm.	numeric	162 unique values 0 missing
GGI2	numeric	32 unique values 0 missing
nR12	numeric	2 unique values 0 missing
SM09_EA.dm.	numeric	45 unique values 0 missing
X0sol	numeric	140 unique values 0 missing
ATS3p	numeric	231 unique values 0 missing
Chi1_AEA.ed.	numeric	162 unique values 0 missing
GGI3	numeric	98 unique values 0 missing
nRCHO	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	167 unique values 0 missing
X0v	numeric	207 unique values 0 missing
ATS3s	numeric	236 unique values 0 missing
Chi1_AEA.ri.	numeric	162 unique values 0 missing
GGI4	numeric	131 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM09_EA.ri.	numeric	249 unique values 0 missing
X1	numeric	149 unique values 0 missing
ATS3v	numeric	238 unique values 0 missing
Chi1_EA	numeric	162 unique values 0 missing
GGI5	numeric	124 unique values 0 missing
nRCO	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	154 unique values 0 missing
X1A	numeric	65 unique values 0 missing
ATS4e	numeric	237 unique values 0 missing
Chi1_EA.bo.	numeric	178 unique values 0 missing
GGI6	numeric	129 unique values 0 missing
nRCONHR	numeric	3 unique values 0 missing
SM10_AEA.dm.	numeric	166 unique values 0 missing
X1Av	numeric	111 unique values 0 missing
ATS4i	numeric	230 unique values 0 missing
Chi1_EA.dm.	numeric	193 unique values 0 missing
GGI7	numeric	109 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM10_AEA.ed.	numeric	168 unique values 0 missing
X1Kup	numeric	235 unique values 0 missing
ATS4m	numeric	242 unique values 0 missing
Chi1_EA.ed.	numeric	169 unique values 0 missing
GGI8	numeric	96 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
SM10_AEA.ri.	numeric	126 unique values 0 missing
X1Mad	numeric	242 unique values 0 missing
ATS4p	numeric	246 unique values 0 missing
Chi1_EA.ri.	numeric	250 unique values 0 missing
GGI9	numeric	71 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM10_EA	numeric	168 unique values 0 missing
X1MulPer	numeric	225 unique values 0 missing
ATS4s	numeric	249 unique values 0 missing
CIC0	numeric	170 unique values 0 missing
GMTI	numeric	179 unique values 0 missing
nR.Cs	numeric	5 unique values 0 missing
SM10_EA.bo.	numeric	176 unique values 0 missing
X1Per	numeric	226 unique values 0 missing
ATS4v	numeric	248 unique values 0 missing
CIC1	numeric	187 unique values 0 missing
GMTIV	numeric	244 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM10_EA.dm.	numeric	86 unique values 0 missing
X1sol	numeric	176 unique values 0 missing
ATS5e	numeric	247 unique values 0 missing
CIC2	numeric	183 unique values 0 missing
GNar	numeric	98 unique values 0 missing
nRNH2	numeric	2 unique values 0 missing
SM10_EA.ed.	numeric	171 unique values 0 missing
X1v	numeric	238 unique values 0 missing
ATS5i	numeric	242 unique values 0 missing
CIC3	numeric	162 unique values 0 missing
H.	numeric	96 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_EA.ri.	numeric	254 unique values 0 missing
X2	numeric	167 unique values 0 missing
ATS5m	numeric	249 unique values 0 missing
CIC4	numeric	145 unique values 0 missing
H.046	numeric	15 unique values 0 missing
nRNHR	numeric	2 unique values 0 missing
SM11_AEA.bo.	numeric	158 unique values 0 missing
X2A	numeric	71 unique values 0 missing
ATS5p	numeric	250 unique values 0 missing
CIC5	numeric	135 unique values 0 missing
H.047	numeric	19 unique values 0 missing
nRNR2	numeric	2 unique values 0 missing
SM11_AEA.dm.	numeric	172 unique values 0 missing
X2Av	numeric	106 unique values 0 missing
ATS5s	numeric	252 unique values 0 missing
CID	numeric	128 unique values 0 missing
H.048	numeric	3 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM11_AEA.ed.	numeric	157 unique values 0 missing
X2sol	numeric	188 unique values 0 missing
ATS5v	numeric	253 unique values 0 missing
Cl.089	numeric	3 unique values 0 missing
H.049	numeric	4 unique values 0 missing
nROH	numeric	4 unique values 0 missing
SM11_AEA.ri.	numeric	156 unique values 0 missing
X2v	numeric	245 unique values 0 missing
ATS6e	numeric	248 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.050	numeric	9 unique values 0 missing
nROR	numeric	3 unique values 0 missing
SM11_EA	numeric	167 unique values 0 missing
X3	numeric	173 unique values 0 missing
ATS6i	numeric	241 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.051	numeric	4 unique values 0 missing
NRS	numeric	5 unique values 0 missing
SM11_EA.bo.	numeric	173 unique values 0 missing
X3A	numeric	65 unique values 0 missing
ATS6m	numeric	245 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.052	numeric	12 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM11_EA.dm.	numeric	45 unique values 0 missing
X3Av	numeric	83 unique values 0 missing
ATS6p	numeric	250 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.053	numeric	2 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM11_EA.ed.	numeric	169 unique values 0 missing
X3sol	numeric	191 unique values 0 missing
ATS6s	numeric	251 unique values 0 missing
CSI	numeric	154 unique values 0 missing
H.054	numeric	2 unique values 0 missing
NsBr	numeric	2 unique values 0 missing
SM11_EA.ri.	numeric	254 unique values 0 missing
X3v	numeric	250 unique values 0 missing
ATS6v	numeric	256 unique values 0 missing
DBI	numeric	39 unique values 0 missing
HDcpx	numeric	150 unique values 0 missing
NsCH3	numeric	8 unique values 0 missing
SM12_AEA.bo.	numeric	145 unique values 0 missing
X4	numeric	175 unique values 0 missing
ATS7e	numeric	238 unique values 0 missing
D.Dtr03	numeric	3 unique values 0 missing
HNar	numeric	88 unique values 0 missing
NsCl	numeric	3 unique values 0 missing
SM12_AEA.dm.	numeric	171 unique values 0 missing
X4A	numeric	53 unique values 0 missing
ATS7i	numeric	226 unique values 0 missing
D.Dtr05	numeric	94 unique values 0 missing
HVcpx	numeric	168 unique values 0 missing
NsF	numeric	3 unique values 0 missing
SM12_AEA.ed.	numeric	164 unique values 0 missing
X4Av	numeric	59 unique values 0 missing
ATS7m	numeric	237 unique values 0 missing
D.Dtr06	numeric	159 unique values 0 missing
Hy	numeric	154 unique values 0 missing
nSH	numeric	2 unique values 0 missing
SM12_AEA.ri.	numeric	177 unique values 0 missing
X4sol	numeric	193 unique values 0 missing
ATS7p	numeric	236 unique values 0 missing
D.Dtr07	numeric	4 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nSK	numeric	32 unique values 0 missing
SM12_EA	numeric	169 unique values 0 missing
X4v	numeric	248 unique values 0 missing
ATS7s	numeric	234 unique values 0 missing
D.Dtr08	numeric	3 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
NsNH2	numeric	3 unique values 0 missing
SM12_EA.bo.	numeric	174 unique values 0 missing
X5	numeric	173 unique values 0 missing
ATS7v	numeric	236 unique values 0 missing
D.Dtr09	numeric	68 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM12_EA.dm.	numeric	85 unique values 0 missing
X5A	numeric	51 unique values 0 missing
ATS8e	numeric	204 unique values 0 missing
D.Dtr10	numeric	66 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	171 unique values 0 missing
X5Av	numeric	45 unique values 0 missing
ATS8i	numeric	201 unique values 0 missing
D.Dtr11	numeric	9 unique values 0 missing
IAC	numeric	173 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM12_EA.ri.	numeric	246 unique values 0 missing
X5sol	numeric	192 unique values 0 missing
ATS8m	numeric	205 unique values 0 missing
D.Dtr12	numeric	21 unique values 0 missing
IC0	numeric	153 unique values 0 missing
NsOH	numeric	5 unique values 0 missing
SM13_AEA.bo.	numeric	155 unique values 0 missing
X5v	numeric	257 unique values 0 missing
ATS8p	numeric	202 unique values 0 missing
DECC	numeric	150 unique values 0 missing
IC1	numeric	167 unique values 0 missing
nSOOH	numeric	2 unique values 0 missing
SM13_AEA.dm.	numeric	163 unique values 0 missing
Xindex	numeric	150 unique values 0 missing
ATS8s	numeric	198 unique values 0 missing
DELS	numeric	263 unique values 0 missing
IC2	numeric	189 unique values 0 missing
NssCH2	numeric	10 unique values 0 missing
SM13_AEA.ed.	numeric	166 unique values 0 missing
XMOD	numeric	233 unique values 0 missing
ATS8v	numeric	200 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC3	numeric	178 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM13_AEA.ri.	numeric	168 unique values 0 missing
Xt	numeric	85 unique values 0 missing
ATSC1e	numeric	125 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC4	numeric	162 unique values 0 missing
NssNH	numeric	4 unique values 0 missing
SM13_EA	numeric	169 unique values 0 missing
Xu	numeric	180 unique values 0 missing
ATSC1i	numeric	181 unique values 0 missing
DLS_01	numeric	3 unique values 0 missing
IC5	numeric	156 unique values 0 missing
NssO	numeric	4 unique values 0 missing
SM13_EA.bo.	numeric	170 unique values 0 missing
Yindex	numeric	171 unique values 0 missing
ATSC1m	numeric	209 unique values 0 missing
DLS_02	numeric	6 unique values 0 missing
ICR	numeric	140 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM13_EA.dm.	numeric	45 unique values 0 missing
ZM1	numeric	74 unique values 0 missing
ATSC1p	numeric	207 unique values 0 missing
DLS_03	numeric	4 unique values 0 missing
IDDE	numeric	133 unique values 0 missing
NsssCH	numeric	7 unique values 0 missing
SM13_EA.ed.	numeric	169 unique values 0 missing
ZM1Kup	numeric	211 unique values 0 missing
ATSC1s	numeric	238 unique values 0 missing
DLS_04	numeric	8 unique values 0 missing
IDDM	numeric	138 unique values 0 missing
NsssN	numeric	4 unique values 0 missing
SM13_EA.ri.	numeric	247 unique values 0 missing
ZM1Mad	numeric	209 unique values 0 missing
ATSC1v	numeric	205 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IDE	numeric	173 unique values 0 missing
NssssC	numeric	5 unique values 0 missing
SM14_AEA.bo.	numeric	152 unique values 0 missing
ZM1MulPer	numeric	230 unique values 0 missing
ATSC2e	numeric	158 unique values 0 missing
DLS_06	numeric	5 unique values 0 missing
IDET	numeric	180 unique values 0 missing
NssssN.	numeric	2 unique values 0 missing
SM14_AEA.dm.	numeric	168 unique values 0 missing
ZM1Per	numeric	230 unique values 0 missing
ATSC2i	numeric	192 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDM	numeric	173 unique values 0 missing
nTB	numeric	2 unique values 0 missing
SM14_AEA.ed.	numeric	168 unique values 0 missing
ZM1V	numeric	121 unique values 0 missing
ATSC2m	numeric	216 unique values 0 missing
DLS_cons	numeric	34 unique values 0 missing
IDMT	numeric	180 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM14_AEA.ri.	numeric	161 unique values 0 missing
ZM2	numeric	117 unique values 0 missing
ATSC2p	numeric	213 unique values 0 missing
Dz	numeric	127 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nThiophenes	numeric	2 unique values 0 missing
SM14_EA	numeric	170 unique values 0 missing
ZM2Kup	numeric	240 unique values 0 missing
ATSC2s	numeric	250 unique values 0 missing
ECC	numeric	139 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NtN	numeric	2 unique values 0 missing
SM14_EA.bo.	numeric	175 unique values 0 missing
ZM2Mad	numeric	244 unique values 0 missing
ATSC2v	numeric	214 unique values 0 missing
Eig01_AEA.bo.	numeric	158 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM14_EA.dm.	numeric	82 unique values 0 missing
ZM2MulPer	numeric	233 unique values 0 missing
ATSC3e	numeric	195 unique values 0 missing
Eig01_AEA.dm.	numeric	151 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NtsC	numeric	2 unique values 0 missing
SM14_EA.ed.	numeric	170 unique values 0 missing
ZM2Per	numeric	237 unique values 0 missing
ATSC3i	numeric	215 unique values 0 missing
Eig01_AEA.ed.	numeric	144 unique values 0 missing
ISIZ	numeric	55 unique values 0 missing
nX	numeric	4 unique values 0 missing
SM14_EA.ri.	numeric	255 unique values 0 missing
ZM2V	numeric	161 unique values 0 missing
ATSC3m	numeric	248 unique values 0 missing
Eig01_AEA.ri.	numeric	207 unique values 0 missing
IVDE	numeric	99 unique values 0 missing
O.	numeric	71 unique values 0 missing
SM15_AEA.bo.	numeric	147 unique values 0 missing
ATSC3p	numeric	240 unique values 0 missing
Eig01_EA	numeric	155 unique values 0 missing
IVDM	numeric	109 unique values 0 missing
O.056	numeric	3 unique values 0 missing
SM15_AEA.dm.	numeric	161 unique values 0 missing
ATSC3s	numeric	259 unique values 0 missing
Eig01_EA.bo.	numeric	156 unique values 0 missing
JGI1	numeric	77 unique values 0 missing
O.057	numeric	5 unique values 0 missing
SM15_AEA.ed.	numeric	164 unique values 0 missing
ATSC3v	numeric	244 unique values 0 missing
Eig01_EA.dm.	numeric	63 unique values 0 missing
JGI10	numeric	12 unique values 0 missing
O.058	numeric	7 unique values 0 missing
SM15_AEA.ri.	numeric	174 unique values 0 missing
ATSC4e	numeric	206 unique values 0 missing
Eig01_EA.ed.	numeric	166 unique values 0 missing
JGI2	numeric	59 unique values 0 missing
O.059	numeric	3 unique values 0 missing
SM15_EA	numeric	172 unique values 0 missing
ATSC4i	numeric	240 unique values 0 missing
Eig01_EA.ri.	numeric	213 unique values 0 missing
JGI3	numeric	59 unique values 0 missing
O.060	numeric	4 unique values 0 missing
SM15_EA.bo.	numeric	174 unique values 0 missing
ATSC4m	numeric	258 unique values 0 missing
Eig02_AEA.bo.	numeric	169 unique values 0 missing
JGI4	numeric	57 unique values 0 missing
O.061	numeric	3 unique values 0 missing
SM15_EA.dm.	numeric	45 unique values 0 missing
ATSC4p	numeric	258 unique values 0 missing
Eig02_AEA.dm.	numeric	217 unique values 0 missing
JGI5	numeric	40 unique values 0 missing
ON0	numeric	87 unique values 0 missing
SM15_EA.ed.	numeric	171 unique values 0 missing
ATSC4s	numeric	264 unique values 0 missing
Eig02_AEA.ed.	numeric	165 unique values 0 missing
JGI6	numeric	30 unique values 0 missing
ON0V	numeric	164 unique values 0 missing
SM15_EA.ri.	numeric	252 unique values 0 missing
ATSC4v	numeric	257 unique values 0 missing
Eig02_AEA.ri.	numeric	219 unique values 0 missing
JGI7	numeric	24 unique values 0 missing
ON1	numeric	119 unique values 0 missing
SMTI	numeric	179 unique values 0 missing
ATSC5e	numeric	222 unique values 0 missing
Eig02_EA	numeric	154 unique values 0 missing
JGI8	numeric	25 unique values 0 missing
ON1V	numeric	209 unique values 0 missing
SMTIV	numeric	243 unique values 0 missing
ATSC5i	numeric	238 unique values 0 missing
Eig02_EA.bo.	numeric	177 unique values 0 missing
JGI9	numeric	15 unique values 0 missing
PCD	numeric	180 unique values 0 missing
SNar	numeric	93 unique values 0 missing
ATSC5m	numeric	262 unique values 0 missing
Eig02_EA.dm.	numeric	56 unique values 0 missing
JGT	numeric	133 unique values 0 missing
PCR	numeric	137 unique values 0 missing
Sp	numeric	196 unique values 0 missing
ATSC5p	numeric	259 unique values 0 missing
Eig02_EA.ed.	numeric	172 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
PDI	numeric	123 unique values 0 missing
SpAD_AEA.bo.	numeric	189 unique values 0 missing
ATSC5s	numeric	266 unique values 0 missing
Eig02_EA.ri.	numeric	228 unique values 0 missing
LLS_02	numeric	5 unique values 0 missing
PHI	numeric	197 unique values 0 missing
SpAD_AEA.dm.	numeric	240 unique values 0 missing
ATSC5v	numeric	257 unique values 0 missing
Eig03_AEA.bo.	numeric	165 unique values 0 missing
LOC	numeric	119 unique values 0 missing
piID	numeric	181 unique values 0 missing
SpAD_AEA.ed.	numeric	179 unique values 0 missing
ATSC6e	numeric	202 unique values 0 missing
Eig03_AEA.dm.	numeric	219 unique values 0 missing
LPRS	numeric	180 unique values 0 missing
piPC01	numeric	65 unique values 0 missing
SpAD_AEA.ri.	numeric	257 unique values 0 missing
ATSC6i	numeric	237 unique values 0 missing
Eig03_AEA.ed.	numeric	163 unique values 0 missing
MATS1e	numeric	160 unique values 0 missing
piPC02	numeric	109 unique values 0 missing
SpAD_EA	numeric	178 unique values 0 missing
ATSC6m	numeric	264 unique values 0 missing
Eig03_AEA.ri.	numeric	221 unique values 0 missing
MATS1i	numeric	177 unique values 0 missing
piPC03	numeric	144 unique values 0 missing
SpAD_EA.bo.	numeric	191 unique values 0 missing
ATSC6p	numeric	260 unique values 0 missing
Eig03_EA	numeric	158 unique values 0 missing
MATS1m	numeric	116 unique values 0 missing
piPC04	numeric	156 unique values 0 missing
SpAD_EA.dm.	numeric	95 unique values 0 missing
ATSC6s	numeric	263 unique values 0 missing
Eig03_EA.bo.	numeric	168 unique values 0 missing
MATS1p	numeric	155 unique values 0 missing
piPC05	numeric	169 unique values 0 missing
SpAD_EA.ed.	numeric	179 unique values 0 missing
ATSC6v	numeric	255 unique values 0 missing
Eig03_EA.dm.	numeric	42 unique values 0 missing
MATS1s	numeric	164 unique values 0 missing
piPC06	numeric	169 unique values 0 missing
SpAD_EA.ri.	numeric	260 unique values 0 missing
ATSC7e	numeric	213 unique values 0 missing
Eig03_EA.ed.	numeric	171 unique values 0 missing
MATS1v	numeric	126 unique values 0 missing
piPC07	numeric	173 unique values 0 missing
SpDiam_AEA.bo.	numeric	173 unique values 0 missing
ATSC7i	numeric	228 unique values 0 missing
Eig03_EA.ri.	numeric	220 unique values 0 missing
MATS2e	numeric	168 unique values 0 missing
piPC08	numeric	169 unique values 0 missing
SpDiam_AEA.dm.	numeric	151 unique values 0 missing
ATSC7m	numeric	258 unique values 0 missing
Eig04_AEA.bo.	numeric	155 unique values 0 missing
MATS2i	numeric	174 unique values 0 missing
piPC09	numeric	162 unique values 0 missing
SpDiam_AEA.ed.	numeric	162 unique values 0 missing
ATSC7p	numeric	255 unique values 0 missing
Eig04_AEA.dm.	numeric	211 unique values 0 missing
MATS2m	numeric	168 unique values 0 missing
piPC10	numeric	148 unique values 0 missing
SpDiam_AEA.ri.	numeric	217 unique values 0 missing
ATSC7s	numeric	259 unique values 0 missing
Eig04_AEA.ed.	numeric	159 unique values 0 missing
MATS2p	numeric	171 unique values 0 missing
PJI2	numeric	11 unique values 0 missing
SpDiam_EA	numeric	155 unique values 0 missing
ATSC7v	numeric	254 unique values 0 missing
Eig04_AEA.ri.	numeric	217 unique values 0 missing
MATS2s	numeric	180 unique values 0 missing
Pol	numeric	63 unique values 0 missing
SpDiam_EA.bo.	numeric	155 unique values 0 missing
ATSC8e	numeric	182 unique values 0 missing
Eig04_EA	numeric	145 unique values 0 missing
MATS2v	numeric	166 unique values 0 missing
Psi_e_0	numeric	237 unique values 0 missing
SpDiam_EA.dm.	numeric	65 unique values 0 missing
ATSC8i	numeric	208 unique values 0 missing
Eig04_EA.bo.	numeric	161 unique values 0 missing
MATS3e	numeric	185 unique values 0 missing
Psi_e_0d	numeric	12 unique values 0 missing
SpDiam_EA.ed.	numeric	169 unique values 0 missing
ATSC8m	numeric	233 unique values 0 missing
Eig04_EA.dm.	numeric	20 unique values 0 missing
MATS3i	numeric	175 unique values 0 missing
Psi_e_1	numeric	251 unique values 0 missing
SpDiam_EA.ri.	numeric	213 unique values 0 missing
ATSC8p	numeric	231 unique values 0 missing
Eig04_EA.ed.	numeric	163 unique values 0 missing
MATS3m	numeric	192 unique values 0 missing
Psi_e_1d	numeric	4 unique values 0 missing
SPI	numeric	177 unique values 0 missing
ATSC8s	numeric	233 unique values 0 missing
Eig04_EA.ri.	numeric	213 unique values 0 missing
MATS3p	numeric	178 unique values 0 missing
Psi_e_A	numeric	187 unique values 0 missing
SpMAD_AEA.bo.	numeric	132 unique values 0 missing
ATSC8v	numeric	233 unique values 0 missing
Eig05_AEA.bo.	numeric	173 unique values 0 missing
MATS3s	numeric	176 unique values 0 missing
Psi_i_0	numeric	212 unique values 0 missing
SpMAD_AEA.dm.	numeric	154 unique values 0 missing
BAC	numeric	54 unique values 0 missing
Eig05_AEA.dm.	numeric	212 unique values 0 missing
MATS3v	numeric	188 unique values 0 missing
Psi_i_0d	numeric	16 unique values 0 missing
SpMAD_AEA.ed.	numeric	129 unique values 0 missing
BBI	numeric	57 unique values 0 missing
Eig05_AEA.ed.	numeric	165 unique values 0 missing
MATS4e	numeric	198 unique values 0 missing
Psi_i_1	numeric	238 unique values 0 missing
SpMAD_AEA.ri.	numeric	136 unique values 0 missing
BIC0	numeric	118 unique values 0 missing
Eig05_AEA.ri.	numeric	222 unique values 0 missing
MATS4i	numeric	195 unique values 0 missing
Psi_i_1d	numeric	15 unique values 0 missing
SpMAD_EA	numeric	114 unique values 0 missing
BIC1	numeric	135 unique values 0 missing
Eig05_EA	numeric	155 unique values 0 missing
MATS4m	numeric	197 unique values 0 missing
Psi_i_1s	numeric	5 unique values 0 missing
SpMAD_EA.bo.	numeric	148 unique values 0 missing
BIC2	numeric	128 unique values 0 missing
Eig05_EA.bo.	numeric	174 unique values 0 missing
MATS4p	numeric	189 unique values 0 missing
Psi_i_A	numeric	187 unique values 0 missing
SpMAD_EA.dm.	numeric	134 unique values 0 missing
BIC3	numeric	118 unique values 0 missing
Eig05_EA.dm.	numeric	20 unique values 0 missing
MATS4s	numeric	203 unique values 0 missing
Psi_i_s	numeric	185 unique values 0 missing
SpMAD_EA.ed.	numeric	162 unique values 0 missing
BIC4	numeric	101 unique values 0 missing
Eig05_EA.ed.	numeric	168 unique values 0 missing
MATS4v	numeric	192 unique values 0 missing
Psi_i_t	numeric	26 unique values 0 missing
SpMAD_EA.ri.	numeric	176 unique values 0 missing
BIC5	numeric	103 unique values 0 missing
Eig05_EA.ri.	numeric	221 unique values 0 missing
MATS5e	numeric	198 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMax1_Bh.e.	numeric	152 unique values 0 missing
BID	numeric	112 unique values 0 missing
Eig06_AEA.bo.	numeric	156 unique values 0 missing
MATS5i	numeric	197 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMax1_Bh.i.	numeric	137 unique values 0 missing
BLI	numeric	188 unique values 0 missing
Eig06_AEA.dm.	numeric	185 unique values 0 missing
MATS5m	numeric	201 unique values 0 missing
P_VSA_e_1	numeric	33 unique values 0 missing
SpMax1_Bh.m.	numeric	157 unique values 0 missing
BLTA96	numeric	150 unique values 0 missing
Eig06_AEA.ed.	numeric	143 unique values 0 missing
MATS5p	numeric	196 unique values 0 missing
P_VSA_e_2	numeric	206 unique values 0 missing
SpMax1_Bh.p.	numeric	149 unique values 0 missing
BLTD48	numeric	149 unique values 0 missing
Eig06_AEA.ri.	numeric	200 unique values 0 missing
MATS5s	numeric	202 unique values 0 missing
P_VSA_e_3	numeric	54 unique values 0 missing
SpMax1_Bh.s.	numeric	97 unique values 0 missing
BLTF96	numeric	142 unique values 0 missing
Eig06_EA	numeric	152 unique values 0 missing
MATS5v	numeric	206 unique values 0 missing
P_VSA_e_4	numeric	3 unique values 0 missing
SpMax1_Bh.v.	numeric	155 unique values 0 missing
Br.091	numeric	2 unique values 0 missing
Eig06_EA.bo.	numeric	158 unique values 0 missing
MATS6e	numeric	225 unique values 0 missing
P_VSA_e_5	numeric	57 unique values 0 missing
SpMax2_Bh.e.	numeric	184 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
Eig06_EA.dm.	numeric	12 unique values 0 missing
MATS6i	numeric	195 unique values 0 missing
P_VSA_e_6	numeric	3 unique values 0 missing
SpMax2_Bh.i.	numeric	174 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	161 unique values 0 missing
MATS6m	numeric	212 unique values 0 missing
P_VSA_i_1	numeric	15 unique values 0 missing
SpMax2_Bh.m.	numeric	197 unique values 0 missing
C.	numeric	85 unique values 0 missing
Eig06_EA.ri.	numeric	197 unique values 0 missing
MATS6p	numeric	209 unique values 0 missing
P_VSA_i_2	numeric	205 unique values 0 missing
SpMax2_Bh.p.	numeric	184 unique values 0 missing
C.001	numeric	8 unique values 0 missing
Eig07_AEA.bo.	numeric	168 unique values 0 missing
MATS6s	numeric	220 unique values 0 missing
P_VSA_i_3	numeric	149 unique values 0 missing
SpMax2_Bh.s.	numeric	150 unique values 0 missing
C.002	numeric	8 unique values 0 missing
Eig07_AEA.dm.	numeric	199 unique values 0 missing
MATS6v	numeric	219 unique values 0 missing
P_VSA_i_4	numeric	59 unique values 0 missing
SpMax2_Bh.v.	numeric	201 unique values 0 missing
C.003	numeric	4 unique values 0 missing
Eig07_AEA.ed.	numeric	154 unique values 0 missing
MATS7e	numeric	224 unique values 0 missing
P_VSA_LogP_1	numeric	23 unique values 0 missing
SpMax3_Bh.e.	numeric	206 unique values 0 missing
C.004	numeric	4 unique values 0 missing
Eig07_AEA.ri.	numeric	224 unique values 0 missing
MATS7i	numeric	219 unique values 0 missing
P_VSA_LogP_2	numeric	52 unique values 0 missing
SpMax3_Bh.i.	numeric	200 unique values 0 missing
C.005	numeric	4 unique values 0 missing
Eig07_EA	numeric	147 unique values 0 missing
MATS7m	numeric	215 unique values 0 missing
P_VSA_LogP_3	numeric	55 unique values 0 missing
SpMax3_Bh.m.	numeric	222 unique values 0 missing
C.006	numeric	5 unique values 0 missing
Eig07_EA.bo.	numeric	169 unique values 0 missing
MATS7p	numeric	224 unique values 0 missing
P_VSA_LogP_4	numeric	91 unique values 0 missing
SpMax3_Bh.p.	numeric	207 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig07_EA.dm.	numeric	7 unique values 0 missing
MATS7s	numeric	222 unique values 0 missing
P_VSA_LogP_5	numeric	135 unique values 0 missing
SpMax3_Bh.s.	numeric	182 unique values 0 missing
C.008	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	162 unique values 0 missing
MATS7v	numeric	220 unique values 0 missing
P_VSA_LogP_6	numeric	32 unique values 0 missing
SpMax3_Bh.v.	numeric	218 unique values 0 missing
C.009	numeric	2 unique values 0 missing
Eig07_EA.ri.	numeric	220 unique values 0 missing
MATS8e	numeric	204 unique values 0 missing
P_VSA_LogP_7	numeric	58 unique values 0 missing
SpMax4_Bh.e.	numeric	193 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig08_AEA.bo.	numeric	150 unique values 0 missing
MATS8i	numeric	195 unique values 0 missing
P_VSA_LogP_8	numeric	12 unique values 0 missing
SpMax4_Bh.i.	numeric	193 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eig08_AEA.dm.	numeric	193 unique values 0 missing
MATS8m	numeric	201 unique values 0 missing
P_VSA_m_1	numeric	33 unique values 0 missing
SpMax4_Bh.m.	numeric	195 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig08_AEA.ed.	numeric	150 unique values 0 missing
MATS8p	numeric	200 unique values 0 missing
P_VSA_m_2	numeric	210 unique values 0 missing
SpMax4_Bh.p.	numeric	195 unique values 0 missing
C.013	numeric	2 unique values 0 missing
Eig08_AEA.ri.	numeric	195 unique values 0 missing
MATS8s	numeric	207 unique values 0 missing
P_VSA_m_3	numeric	63 unique values 0 missing
SpMax4_Bh.s.	numeric	177 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig08_EA	numeric	135 unique values 0 missing
MATS8v	numeric	206 unique values 0 missing
P_VSA_m_4	numeric	23 unique values 0 missing
SpMax4_Bh.v.	numeric	191 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig08_EA.bo.	numeric	157 unique values 0 missing
MAXDN	numeric	244 unique values 0 missing
P_VSA_m_5	numeric	2 unique values 0 missing
SpMax5_Bh.e.	numeric	202 unique values 0 missing
C.016	numeric	4 unique values 0 missing
Eig08_EA.dm.	numeric	5 unique values 0 missing
MAXDP	numeric	251 unique values 0 missing
P_VSA_MR_1	numeric	37 unique values 0 missing
SpMax5_Bh.i.	numeric	197 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig08_EA.ed.	numeric	151 unique values 0 missing
MCD	numeric	74 unique values 0 missing
P_VSA_MR_2	numeric	75 unique values 0 missing
SpMax5_Bh.m.	numeric	208 unique values 0 missing
C.018	numeric	2 unique values 0 missing
Eig08_EA.ri.	numeric	204 unique values 0 missing
MDDD	numeric	176 unique values 0 missing
P_VSA_MR_3	numeric	14 unique values 0 missing
SpMax5_Bh.p.	numeric	217 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig09_AEA.bo.	numeric	171 unique values 0 missing
Me	numeric	73 unique values 0 missing
P_VSA_MR_4	numeric	2 unique values 0 missing
SpMax5_Bh.s.	numeric	210 unique values 0 missing
C.024	numeric	14 unique values 0 missing
Eig09_AEA.dm.	numeric	210 unique values 0 missing
Mi	numeric	66 unique values 0 missing
P_VSA_MR_5	numeric	123 unique values 0 missing
SpMax5_Bh.v.	numeric	224 unique values 0 missing
C.025	numeric	7 unique values 0 missing
Eig09_AEA.ed.	numeric	147 unique values 0 missing
MLOGP	numeric	190 unique values 0 missing
P_VSA_MR_6	numeric	164 unique values 0 missing
SpMax6_Bh.e.	numeric	193 unique values 0 missing
C.026	numeric	5 unique values 0 missing
Eig09_AEA.ri.	numeric	218 unique values 0 missing
MLOGP2	numeric	194 unique values 0 missing
P_VSA_MR_7	numeric	42 unique values 0 missing
SpMax6_Bh.i.	numeric	184 unique values 0 missing
C.027	numeric	4 unique values 0 missing
Eig09_EA	numeric	140 unique values 0 missing
Mp	numeric	108 unique values 0 missing
P_VSA_MR_8	numeric	15 unique values 0 missing
SpMax6_Bh.m.	numeric	209 unique values 0 missing
C.028	numeric	3 unique values 0 missing
Eig09_EA.bo.	numeric	171 unique values 0 missing
MPC01	numeric	38 unique values 0 missing
P_VSA_p_1	numeric	44 unique values 0 missing
SpMax6_Bh.p.	numeric	193 unique values 0 missing
C.029	numeric	2 unique values 0 missing
Eig09_EA.dm.	numeric	8 unique values 0 missing
MPC02	numeric	57 unique values 0 missing
P_VSA_p_2	numeric	119 unique values 0 missing
SpMax6_Bh.s.	numeric	216 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig09_EA.ed.	numeric	158 unique values 0 missing
MPC03	numeric	68 unique values 0 missing
P_VSA_p_3	numeric	207 unique values 0 missing
SpMax6_Bh.v.	numeric	196 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig09_EA.ri.	numeric	221 unique values 0 missing
MPC04	numeric	90 unique values 0 missing
P_VSA_s_1	numeric	4 unique values 0 missing
SpMax7_Bh.e.	numeric	209 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eig10_AEA.bo.	numeric	167 unique values 0 missing
MPC05	numeric	104 unique values 0 missing
P_VSA_s_2	numeric	39 unique values 0 missing
SpMax7_Bh.i.	numeric	201 unique values 0 missing
C.034	numeric	3 unique values 0 missing
Eig10_AEA.dm.	numeric	190 unique values 0 missing
MPC06	numeric	115 unique values 0 missing
P_VSA_s_3	numeric	169 unique values 0 missing
SpMax7_Bh.m.	numeric	209 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig10_AEA.ed.	numeric	140 unique values 0 missing
MPC07	numeric	108 unique values 0 missing
P_VSA_s_4	numeric	101 unique values 0 missing
SpMax7_Bh.p.	numeric	202 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig10_AEA.ri.	numeric	215 unique values 0 missing
MPC08	numeric	122 unique values 0 missing
P_VSA_s_5	numeric	18 unique values 0 missing
SpMax7_Bh.s.	numeric	201 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig10_EA	numeric	144 unique values 0 missing
MPC09	numeric	111 unique values 0 missing
P_VSA_s_6	numeric	131 unique values 0 missing
SpMax7_Bh.v.	numeric	196 unique values 0 missing
C.039	numeric	5 unique values 0 missing
Eig10_EA.bo.	numeric	157 unique values 0 missing
MPC10	numeric	111 unique values 0 missing
P_VSA_v_1	numeric	33 unique values 0 missing
SpMax8_Bh.e.	numeric	196 unique values 0 missing
C.040	numeric	5 unique values 0 missing
Eig10_EA.dm.	numeric	10 unique values 0 missing
MSD	numeric	175 unique values 0 missing
P_VSA_v_2	numeric	132 unique values 0 missing
SpMax8_Bh.i.	numeric	180 unique values 0 missing
C.041	numeric	3 unique values 0 missing
Eig10_EA.ed.	numeric	156 unique values 0 missing
Mv	numeric	113 unique values 0 missing
P_VSA_v_3	numeric	207 unique values 0 missing
SpMax8_Bh.m.	numeric	223 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig10_EA.ri.	numeric	200 unique values 0 missing
MW	numeric	196 unique values 0 missing
PW2	numeric	73 unique values 0 missing
SpMax8_Bh.p.	numeric	214 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig11_AEA.bo.	numeric	143 unique values 0 missing
MWC01	numeric	38 unique values 0 missing
PW3	numeric	96 unique values 0 missing
SpMax8_Bh.s.	numeric	220 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig11_AEA.dm.	numeric	172 unique values 0 missing
MWC02	numeric	74 unique values 0 missing
PW4	numeric	88 unique values 0 missing
SpMax8_Bh.v.	numeric	214 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig11_AEA.ed.	numeric	145 unique values 0 missing
MWC03	numeric	117 unique values 0 missing
PW5	numeric	60 unique values 0 missing
SpMaxA_AEA.bo.	numeric	139 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig11_AEA.ri.	numeric	188 unique values 0 missing
MWC04	numeric	143 unique values 0 missing
Qindex	numeric	34 unique values 0 missing
SpMaxA_AEA.dm.	numeric	135 unique values 0 missing
CATS2D_01_AA	numeric	4 unique values 0 missing
Eig11_EA	numeric	140 unique values 0 missing
MWC05	numeric	162 unique values 0 missing
Ram	numeric	20 unique values 0 missing
SpMaxA_AEA.ed.	numeric	136 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig11_EA.bo.	numeric	165 unique values 0 missing
MWC06	numeric	166 unique values 0 missing
RBF	numeric	82 unique values 0 missing
SpMaxA_AEA.ri.	numeric	136 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig11_EA.dm.	numeric	13 unique values 0 missing
MWC07	numeric	169 unique values 0 missing
RBN	numeric	12 unique values 0 missing
SpMaxA_EA	numeric	110 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig11_EA.ed.	numeric	157 unique values 0 missing
MWC08	numeric	170 unique values 0 missing
Rbrid	numeric	6 unique values 0 missing
SpMax_AEA.bo.	numeric	158 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig11_EA.ri.	numeric	195 unique values 0 missing
MWC09	numeric	174 unique values 0 missing
RCI	numeric	20 unique values 0 missing
SpMaxA_EA.bo.	numeric	129 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig12_AEA.bo.	numeric	136 unique values 0 missing
MWC10	numeric	175 unique values 0 missing
RDCHI	numeric	176 unique values 0 missing
SpMax_AEA.dm.	numeric	151 unique values 0 missing
CATS2D_01_LL	numeric	19 unique values 0 missing
Eig12_AEA.dm.	numeric	167 unique values 0 missing
N.	numeric	72 unique values 0 missing
RDSQ	numeric	180 unique values 0 missing
SpMaxA_EA.dm.	numeric	98 unique values 0 missing
CATS2D_01_NL	numeric	3 unique values 0 missing
Eig12_AEA.ed.	numeric	134 unique values 0 missing
N.066	numeric	2 unique values 0 missing
RFD	numeric	20 unique values 0 missing
SpMax_AEA.ed.	numeric	144 unique values 0 missing
CATS2D_02_AA	numeric	7 unique values 0 missing
Eig12_AEA.ri.	numeric	187 unique values 0 missing
N.067	numeric	2 unique values 0 missing
Rperim	numeric	21 unique values 0 missing
SpMaxA_EA.ed.	numeric	139 unique values 0 missing
CATS2D_02_AL	numeric	12 unique values 0 missing
Eig12_EA	numeric	132 unique values 0 missing
N.068	numeric	2 unique values 0 missing
S0K	numeric	100 unique values 0 missing
SpMax_AEA.ri.	numeric	207 unique values 0 missing
CATS2D_02_AP	numeric	3 unique values 0 missing
Eig12_EA.bo.	numeric	142 unique values 0 missing
N.069	numeric	3 unique values 0 missing
S.106	numeric	2 unique values 0 missing
SpMaxA_EA.ri.	numeric	134 unique values 0 missing
CATS2D_02_DA	numeric	6 unique values 0 missing
Eig12_EA.dm.	numeric	17 unique values 0 missing
N.070	numeric	2 unique values 0 missing
S.107	numeric	4 unique values 0 missing
SpMax_EA	numeric	155 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
Eig12_EA.ed.	numeric	153 unique values 0 missing
N.071	numeric	2 unique values 0 missing
S.108	numeric	2 unique values 0 missing
SpMax_EA.bo.	numeric	156 unique values 0 missing
CATS2D_02_DL	numeric	8 unique values 0 missing
Eig12_EA.ri.	numeric	190 unique values 0 missing
N.072	numeric	4 unique values 0 missing
S.109	numeric	2 unique values 0 missing
SpMax_EA.dm.	numeric	63 unique values 0 missing
CATS2D_02_DN	numeric	3 unique values 0 missing
Eig13_AEA.bo.	numeric	131 unique values 0 missing
N.073	numeric	3 unique values 0 missing
S.110	numeric	2 unique values 0 missing
SpMax_EA.ed.	numeric	166 unique values 0 missing
CATS2D_02_DP	numeric	2 unique values 0 missing
Eig13_AEA.dm.	numeric	157 unique values 0 missing
N.074	numeric	3 unique values 0 missing
S1K	numeric	190 unique values 0 missing
SpMax_EA.ri.	numeric	213 unique values 0 missing
CATS2D_02_LL	numeric	25 unique values 0 missing
Eig13_AEA.ed.	numeric	135 unique values 0 missing
N.075	numeric	4 unique values 0 missing
S2K	numeric	193 unique values 0 missing
SpMin1_Bh.e.	numeric	131 unique values 0 missing
CATS2D_02_NL	numeric	3 unique values 0 missing
Eig13_AEA.ri.	numeric	147 unique values 0 missing
N.076	numeric	2 unique values 0 missing
S3K	numeric	220 unique values 0 missing
SpMin1_Bh.i.	numeric	117 unique values 0 missing
CATS2D_02_PL	numeric	5 unique values 0 missing
Eig13_EA	numeric	111 unique values 0 missing
N.079	numeric	2 unique values 0 missing
SaaaC	numeric	72 unique values 0 missing
SpMin1_Bh.m.	numeric	138 unique values 0 missing
CATS2D_02_PN	numeric	2 unique values 0 missing
Eig13_EA.bo.	numeric	131 unique values 0 missing
n124.Triazines	numeric	2 unique values 0 missing
SAacc	numeric	122 unique values 0 missing
SpMin1_Bh.p.	numeric	132 unique values 0 missing
CATS2D_03_AA	numeric	5 unique values 0 missing
Eig13_EA.dm.	numeric	14 unique values 0 missing
NaaaC	numeric	3 unique values 0 missing
SaaCH	numeric	263 unique values 0 missing
SpMin1_Bh.s.	numeric	161 unique values 0 missing
CATS2D_03_AL	numeric	17 unique values 0 missing
Eig13_EA.ed.	numeric	140 unique values 0 missing
NaaCH	numeric	15 unique values 0 missing
SaaN	numeric	91 unique values 0 missing
SpMin1_Bh.v.	numeric	126 unique values 0 missing
CATS2D_03_AP	numeric	4 unique values 0 missing
Eig13_EA.ri.	numeric	153 unique values 0 missing
NaaN	numeric	4 unique values 0 missing
SaaNH	numeric	97 unique values 0 missing
SpMin2_Bh.e.	numeric	178 unique values 0 missing
CATS2D_03_DA	numeric	5 unique values 0 missing
Eig14_AEA.bo.	numeric	120 unique values 0 missing
NaaNH	numeric	3 unique values 0 missing
SaaO	numeric	18 unique values 0 missing
SpMin2_Bh.i.	numeric	168 unique values 0 missing
CATS2D_03_DD	numeric	3 unique values 0 missing
Eig14_AEA.dm.	numeric	125 unique values 0 missing
NaaO	numeric	2 unique values 0 missing
SaaS	numeric	4 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

276

Number of instances (rows) of the dataset.

NumberOfFeatures

1351

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

1350

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

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.

MinKurtosisOfNumericAtts

-1.99

Minimum kurtosis among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.34

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

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

276

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.23

Minimum of means among attributes of the numeric type.

Quartile2MutualInformation

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

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

17359.82

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

Quartile2SkewnessOfNumericAtts

0.93

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

RandomTreeDepth1AUC

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

Dimensionality

4.89

Number of attributes divided by the number of instances.

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.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.64

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

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.

MinSkewnessOfNumericAtts

-16.61

Minimum skewness among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

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

16.61

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

7.33

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

0.29

Average class difference between consecutive instances.

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

55585.96

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

5.16

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

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.

MinorityClassSize

Number of instances belonging to the least frequent class.

PercentageOfSymbolicFeatures

0.07

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

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

17.13

Mean kurtosis among attributes of the numeric type.

NaiveBayesAUC

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

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

2.23

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

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

52.13

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

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

Quartile1KurtosisOfNumericAtts

-0.43

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.81

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

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.

NaiveBayesKappa

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

Quartile1MeansOfNumericAtts

0.14

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_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.

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_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.

Quartile1SkewnessOfNumericAtts

0.19

First quartile of skewness among attributes of the numeric type.

REPTreeDepth1Kappa

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

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

1.95

Mean skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.26

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

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.

MeanStdDevOfNumericAtts

85.53

Mean standard deviation of attributes of the numeric type.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

REPTreeDepth2Kappa

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

ClassEntropy