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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1836

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL1836 (TID: 262), and it has 429 rows and 1291 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).

1293 features

pXC50 (target)	numeric	285 unique values 0 missing
molecule_id (row identifier)	nominal	429 unique values 0 missing
Chi1_EA	numeric	293 unique values 0 missing
GGI8	numeric	220 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM13_EA.bo.	numeric	320 unique values 0 missing
ZM1	numeric	87 unique values 0 missing
AAC	numeric	257 unique values 0 missing
Chi1_EA.bo.	numeric	333 unique values 0 missing
GGI9	numeric	212 unique values 0 missing
NsCH3	numeric	8 unique values 0 missing
SM13_EA.dm.	numeric	62 unique values 0 missing
ZM1Kup	numeric	342 unique values 0 missing
AECC	numeric	267 unique values 0 missing
Chi1_EA.dm.	numeric	349 unique values 0 missing
GMTI	numeric	311 unique values 0 missing
NsCl	numeric	5 unique values 0 missing
SM13_EA.ed.	numeric	279 unique values 0 missing
ZM1Mad	numeric	330 unique values 0 missing
ALOGP	numeric	346 unique values 0 missing
Chi1_EA.ed.	numeric	298 unique values 0 missing
GMTIV	numeric	388 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM13_EA.ri.	numeric	350 unique values 0 missing
ZM1MulPer	numeric	382 unique values 0 missing
ALOGP2	numeric	357 unique values 0 missing
Chi1_EA.ri.	numeric	371 unique values 0 missing
GNar	numeric	142 unique values 0 missing
NsI	numeric	2 unique values 0 missing
SM14_AEA.bo.	numeric	233 unique values 0 missing
ZM1Per	numeric	381 unique values 0 missing
AMR	numeric	358 unique values 0 missing
CIC0	numeric	283 unique values 0 missing
H.	numeric	144 unique values 0 missing
nSK	numeric	34 unique values 0 missing
SM14_AEA.dm.	numeric	243 unique values 0 missing
ZM1V	numeric	191 unique values 0 missing
AMW	numeric	314 unique values 0 missing
CIC1	numeric	299 unique values 0 missing
H.046	numeric	19 unique values 0 missing
NsNH2	numeric	2 unique values 0 missing
SM14_AEA.ed.	numeric	285 unique values 0 missing
ZM2	numeric	163 unique values 0 missing
ARR	numeric	113 unique values 0 missing
CIC2	numeric	307 unique values 0 missing
H.047	numeric	29 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM14_AEA.ri.	numeric	213 unique values 0 missing
ZM2Kup	numeric	362 unique values 0 missing
ATS1e	numeric	257 unique values 0 missing
CIC3	numeric	291 unique values 0 missing
H.048	numeric	3 unique values 0 missing
nSO2N	numeric	3 unique values 0 missing
SM14_EA	numeric	292 unique values 0 missing
ZM2Mad	numeric	355 unique values 0 missing
ATS1i	numeric	265 unique values 0 missing
CIC4	numeric	249 unique values 0 missing
H.049	numeric	4 unique values 0 missing
NsOH	numeric	5 unique values 0 missing
SM14_EA.bo.	numeric	313 unique values 0 missing
ZM2MulPer	numeric	386 unique values 0 missing
ATS1m	numeric	285 unique values 0 missing
CIC5	numeric	245 unique values 0 missing
H.050	numeric	5 unique values 0 missing
NssCH2	numeric	15 unique values 0 missing
SM14_EA.dm.	numeric	104 unique values 0 missing
ZM2Per	numeric	385 unique values 0 missing
ATS1p	numeric	259 unique values 0 missing
CID	numeric	219 unique values 0 missing
H.051	numeric	7 unique values 0 missing
NssNH	numeric	4 unique values 0 missing
SM14_EA.ed.	numeric	278 unique values 0 missing
ZM2V	numeric	261 unique values 0 missing
ATS1s	numeric	281 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.052	numeric	12 unique values 0 missing
NssO	numeric	5 unique values 0 missing
SM14_EA.ri.	numeric	353 unique values 0 missing
ATS1v	numeric	275 unique values 0 missing
Cl.090	numeric	3 unique values 0 missing
H.053	numeric	2 unique values 0 missing
NssS	numeric	2 unique values 0 missing
SM15_AEA.bo.	numeric	236 unique values 0 missing
ATS2e	numeric	270 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
HDcpx	numeric	151 unique values 0 missing
NsssCH	numeric	6 unique values 0 missing
SM15_AEA.dm.	numeric	254 unique values 0 missing
ATS2i	numeric	283 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
HNar	numeric	143 unique values 0 missing
NsssN	numeric	3 unique values 0 missing
SM15_AEA.ed.	numeric	285 unique values 0 missing
ATS2m	numeric	307 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
HVcpx	numeric	246 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM15_AEA.ri.	numeric	250 unique values 0 missing
ATS2p	numeric	266 unique values 0 missing
CSI	numeric	259 unique values 0 missing
Hy	numeric	187 unique values 0 missing
nTB	numeric	2 unique values 0 missing
SM15_EA	numeric	289 unique values 0 missing
ATS2s	numeric	311 unique values 0 missing
DBI	numeric	53 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM15_EA.bo.	numeric	315 unique values 0 missing
ATS2v	numeric	279 unique values 0 missing
D.Dtr03	numeric	37 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nThiophenes	numeric	2 unique values 0 missing
SM15_EA.dm.	numeric	59 unique values 0 missing
ATS3e	numeric	292 unique values 0 missing
D.Dtr04	numeric	7 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
NtN	numeric	2 unique values 0 missing
SM15_EA.ed.	numeric	267 unique values 0 missing
ATS3i	numeric	286 unique values 0 missing
D.Dtr05	numeric	237 unique values 0 missing
I.099	numeric	2 unique values 0 missing
NtsC	numeric	2 unique values 0 missing
SM15_EA.ri.	numeric	351 unique values 0 missing
ATS3m	numeric	326 unique values 0 missing
D.Dtr06	numeric	305 unique values 0 missing
IAC	numeric	316 unique values 0 missing
nX	numeric	8 unique values 0 missing
SMTI	numeric	309 unique values 0 missing
ATS3p	numeric	300 unique values 0 missing
D.Dtr07	numeric	6 unique values 0 missing
IC0	numeric	257 unique values 0 missing
O.	numeric	76 unique values 0 missing
SMTIV	numeric	386 unique values 0 missing
ATS3s	numeric	318 unique values 0 missing
D.Dtr08	numeric	21 unique values 0 missing
IC1	numeric	301 unique values 0 missing
O.056	numeric	5 unique values 0 missing
SNar	numeric	147 unique values 0 missing
ATS3v	numeric	313 unique values 0 missing
D.Dtr09	numeric	125 unique values 0 missing
IC2	numeric	316 unique values 0 missing
O.057	numeric	3 unique values 0 missing
Sp	numeric	328 unique values 0 missing
ATS4e	numeric	306 unique values 0 missing
D.Dtr10	numeric	67 unique values 0 missing
IC3	numeric	289 unique values 0 missing
O.058	numeric	6 unique values 0 missing
SpAD_AEA.bo.	numeric	347 unique values 0 missing
ATS4i	numeric	315 unique values 0 missing
D.Dtr11	numeric	5 unique values 0 missing
IC4	numeric	260 unique values 0 missing
O.059	numeric	2 unique values 0 missing
SpAD_AEA.dm.	numeric	395 unique values 0 missing
ATS4m	numeric	347 unique values 0 missing
D.Dtr12	numeric	21 unique values 0 missing
IC5	numeric	258 unique values 0 missing
O.060	numeric	5 unique values 0 missing
SpAD_AEA.ed.	numeric	312 unique values 0 missing
ATS4p	numeric	316 unique values 0 missing
DECC	numeric	262 unique values 0 missing
ICR	numeric	217 unique values 0 missing
ON0	numeric	134 unique values 0 missing
SpAD_AEA.ri.	numeric	376 unique values 0 missing
ATS4s	numeric	344 unique values 0 missing
DELS	numeric	405 unique values 0 missing
IDDE	numeric	195 unique values 0 missing
ON0V	numeric	279 unique values 0 missing
SpAD_EA	numeric	312 unique values 0 missing
ATS4v	numeric	338 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IDDM	numeric	183 unique values 0 missing
ON1	numeric	188 unique values 0 missing
SpAD_EA.bo.	numeric	343 unique values 0 missing
ATS5e	numeric	320 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IDE	numeric	249 unique values 0 missing
ON1V	numeric	313 unique values 0 missing
SpAD_EA.dm.	numeric	178 unique values 0 missing
ATS5i	numeric	320 unique values 0 missing
DLS_01	numeric	3 unique values 0 missing
IDET	numeric	312 unique values 0 missing
P.116	numeric	2 unique values 0 missing
SpAD_EA.ed.	numeric	312 unique values 0 missing
ATS5m	numeric	332 unique values 0 missing
DLS_02	numeric	5 unique values 0 missing
IDM	numeric	273 unique values 0 missing
PCD	numeric	306 unique values 0 missing
SpAD_EA.ri.	numeric	375 unique values 0 missing
ATS5p	numeric	318 unique values 0 missing
DLS_03	numeric	4 unique values 0 missing
IDMT	numeric	312 unique values 0 missing
PCR	numeric	221 unique values 0 missing
SpDiam_AEA.bo.	numeric	223 unique values 0 missing
ATS5s	numeric	341 unique values 0 missing
DLS_04	numeric	9 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
PDI	numeric	155 unique values 0 missing
SpDiam_AEA.dm.	numeric	137 unique values 0 missing
ATS5v	numeric	338 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
PHI	numeric	332 unique values 0 missing
SpDiam_AEA.ed.	numeric	195 unique values 0 missing
ATS6e	numeric	342 unique values 0 missing
DLS_06	numeric	5 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
piID	numeric	309 unique values 0 missing
SpDiam_AEA.ri.	numeric	238 unique values 0 missing
ATS6i	numeric	329 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
ISIZ	numeric	54 unique values 0 missing
piPC01	numeric	83 unique values 0 missing
SpDiam_EA	numeric	150 unique values 0 missing
ATS6m	numeric	337 unique values 0 missing
DLS_cons	numeric	47 unique values 0 missing
IVDE	numeric	186 unique values 0 missing
piPC02	numeric	180 unique values 0 missing
SpDiam_EA.bo.	numeric	161 unique values 0 missing
ATS6p	numeric	319 unique values 0 missing
Dz	numeric	172 unique values 0 missing
IVDM	numeric	185 unique values 0 missing
piPC03	numeric	251 unique values 0 missing
SpDiam_EA.dm.	numeric	57 unique values 0 missing
ATS6s	numeric	353 unique values 0 missing
ECC	numeric	228 unique values 0 missing
JGI1	numeric	105 unique values 0 missing
piPC04	numeric	297 unique values 0 missing
SpDiam_EA.ed.	numeric	179 unique values 0 missing
ATS6v	numeric	329 unique values 0 missing
Eig01_AEA.bo.	numeric	169 unique values 0 missing
JGI10	numeric	14 unique values 0 missing
piPC05	numeric	299 unique values 0 missing
SpDiam_EA.ri.	numeric	180 unique values 0 missing
ATS7e	numeric	328 unique values 0 missing
Eig01_AEA.dm.	numeric	128 unique values 0 missing
JGI2	numeric	55 unique values 0 missing
piPC06	numeric	316 unique values 0 missing
SPI	numeric	309 unique values 0 missing
ATS7i	numeric	327 unique values 0 missing
Eig01_AEA.ed.	numeric	129 unique values 0 missing
JGI3	numeric	49 unique values 0 missing
piPC07	numeric	312 unique values 0 missing
SpMAD_AEA.bo.	numeric	131 unique values 0 missing
ATS7m	numeric	343 unique values 0 missing
Eig01_AEA.ri.	numeric	177 unique values 0 missing
JGI4	numeric	35 unique values 0 missing
piPC08	numeric	301 unique values 0 missing
SpMAD_AEA.dm.	numeric	170 unique values 0 missing
ATS7p	numeric	332 unique values 0 missing
Eig01_EA	numeric	148 unique values 0 missing
JGI5	numeric	27 unique values 0 missing
piPC09	numeric	316 unique values 0 missing
SpMAD_AEA.ed.	numeric	151 unique values 0 missing
ATS7s	numeric	332 unique values 0 missing
Eig01_EA.bo.	numeric	158 unique values 0 missing
JGI6	numeric	18 unique values 0 missing
piPC10	numeric	310 unique values 0 missing
SpMAD_AEA.ri.	numeric	139 unique values 0 missing
ATS7v	numeric	328 unique values 0 missing
Eig01_EA.dm.	numeric	47 unique values 0 missing
JGI7	numeric	16 unique values 0 missing
PJI2	numeric	9 unique values 0 missing
SpMAD_EA	numeric	127 unique values 0 missing
ATS8e	numeric	328 unique values 0 missing
Eig01_EA.ed.	numeric	153 unique values 0 missing
JGI8	numeric	17 unique values 0 missing
Pol	numeric	69 unique values 0 missing
SpMAD_EA.bo.	numeric	208 unique values 0 missing
ATS8i	numeric	327 unique values 0 missing
Eig01_EA.ri.	numeric	177 unique values 0 missing
JGI9	numeric	11 unique values 0 missing
Psi_e_0	numeric	387 unique values 0 missing
SpMAD_EA.dm.	numeric	219 unique values 0 missing
ATS8m	numeric	341 unique values 0 missing
Eig02_AEA.bo.	numeric	205 unique values 0 missing
JGT	numeric	187 unique values 0 missing
Psi_e_1	numeric	382 unique values 0 missing
SpMAD_EA.ed.	numeric	278 unique values 0 missing
ATS8p	numeric	334 unique values 0 missing
Eig02_AEA.dm.	numeric	165 unique values 0 missing
LLS_01	numeric	6 unique values 0 missing
Psi_e_A	numeric	271 unique values 0 missing
SpMAD_EA.ri.	numeric	131 unique values 0 missing
ATS8s	numeric	338 unique values 0 missing
Eig02_AEA.ed.	numeric	169 unique values 0 missing
LLS_02	numeric	5 unique values 0 missing
Psi_i_0	numeric	344 unique values 0 missing
SpMax1_Bh.e.	numeric	168 unique values 0 missing
ATS8v	numeric	339 unique values 0 missing
Eig02_AEA.ri.	numeric	202 unique values 0 missing
LOC	numeric	203 unique values 0 missing
Psi_i_1	numeric	365 unique values 0 missing
SpMax1_Bh.i.	numeric	162 unique values 0 missing
ATSC1e	numeric	173 unique values 0 missing
Eig02_EA	numeric	194 unique values 0 missing
LPRS	numeric	312 unique values 0 missing
Psi_i_A	numeric	271 unique values 0 missing
SpMax1_Bh.m.	numeric	178 unique values 0 missing
ATSC1i	numeric	269 unique values 0 missing
Eig02_EA.bo.	numeric	187 unique values 0 missing
MATS1e	numeric	166 unique values 0 missing
Psi_i_s	numeric	291 unique values 0 missing
SpMax1_Bh.p.	numeric	194 unique values 0 missing
ATSC1m	numeric	331 unique values 0 missing
Eig02_EA.dm.	numeric	44 unique values 0 missing
MATS1i	numeric	184 unique values 0 missing
Psi_i_t	numeric	2 unique values 0 missing
SpMax1_Bh.s.	numeric	31 unique values 0 missing
ATSC1p	numeric	325 unique values 0 missing
Eig02_EA.ed.	numeric	205 unique values 0 missing
MATS1m	numeric	147 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMax1_Bh.v.	numeric	194 unique values 0 missing
ATSC1s	numeric	366 unique values 0 missing
Eig02_EA.ri.	numeric	192 unique values 0 missing
MATS1p	numeric	166 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMax2_Bh.e.	numeric	159 unique values 0 missing
ATSC1v	numeric	327 unique values 0 missing
Eig03_AEA.bo.	numeric	213 unique values 0 missing
MATS1s	numeric	114 unique values 0 missing
P_VSA_e_1	numeric	32 unique values 0 missing
SpMax2_Bh.i.	numeric	151 unique values 0 missing
ATSC2e	numeric	257 unique values 0 missing
Eig03_AEA.dm.	numeric	246 unique values 0 missing
MATS1v	numeric	84 unique values 0 missing
P_VSA_e_2	numeric	345 unique values 0 missing
SpMax2_Bh.m.	numeric	200 unique values 0 missing
ATSC2i	numeric	304 unique values 0 missing
Eig03_AEA.ed.	numeric	191 unique values 0 missing
MATS2e	numeric	229 unique values 0 missing
P_VSA_e_3	numeric	52 unique values 0 missing
SpMax2_Bh.p.	numeric	193 unique values 0 missing
ATSC2m	numeric	355 unique values 0 missing
Eig03_AEA.ri.	numeric	251 unique values 0 missing
MATS2i	numeric	245 unique values 0 missing
P_VSA_e_4	numeric	5 unique values 0 missing
SpMax2_Bh.s.	numeric	47 unique values 0 missing
ATSC2p	numeric	350 unique values 0 missing
Eig03_EA	numeric	216 unique values 0 missing
MATS2m	numeric	208 unique values 0 missing
P_VSA_e_5	numeric	57 unique values 0 missing
SpMax2_Bh.v.	numeric	187 unique values 0 missing
ATSC2s	numeric	395 unique values 0 missing
Eig03_EA.bo.	numeric	207 unique values 0 missing
MATS2p	numeric	232 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax3_Bh.e.	numeric	178 unique values 0 missing
ATSC2v	numeric	354 unique values 0 missing
Eig03_EA.dm.	numeric	48 unique values 0 missing
MATS2s	numeric	194 unique values 0 missing
P_VSA_i_1	numeric	13 unique values 0 missing
SpMax3_Bh.i.	numeric	172 unique values 0 missing
ATSC3e	numeric	307 unique values 0 missing
Eig03_EA.ed.	numeric	225 unique values 0 missing
MATS2v	numeric	229 unique values 0 missing
P_VSA_i_2	numeric	344 unique values 0 missing
SpMax3_Bh.m.	numeric	206 unique values 0 missing
ATSC3i	numeric	331 unique values 0 missing
Eig03_EA.ri.	numeric	237 unique values 0 missing
MATS3e	numeric	180 unique values 0 missing
P_VSA_i_3	numeric	232 unique values 0 missing
SpMax3_Bh.p.	numeric	182 unique values 0 missing
ATSC3m	numeric	379 unique values 0 missing
Eig04_AEA.bo.	numeric	211 unique values 0 missing
MATS3i	numeric	213 unique values 0 missing
P_VSA_i_4	numeric	80 unique values 0 missing
SpMax3_Bh.s.	numeric	92 unique values 0 missing
ATSC3p	numeric	368 unique values 0 missing
Eig04_AEA.dm.	numeric	263 unique values 0 missing
MATS3m	numeric	194 unique values 0 missing
P_VSA_LogP_1	numeric	25 unique values 0 missing
SpMax3_Bh.v.	numeric	202 unique values 0 missing
ATSC3s	numeric	403 unique values 0 missing
Eig04_AEA.ed.	numeric	205 unique values 0 missing
MATS3p	numeric	207 unique values 0 missing
P_VSA_LogP_2	numeric	140 unique values 0 missing
SpMax4_Bh.e.	numeric	214 unique values 0 missing
ATSC3v	numeric	374 unique values 0 missing
Eig04_AEA.ri.	numeric	234 unique values 0 missing
MATS3s	numeric	168 unique values 0 missing
P_VSA_LogP_3	numeric	84 unique values 0 missing
SpMax4_Bh.i.	numeric	218 unique values 0 missing
ATSC4e	numeric	356 unique values 0 missing
Eig04_EA	numeric	204 unique values 0 missing
MATS3v	numeric	199 unique values 0 missing
P_VSA_LogP_4	numeric	65 unique values 0 missing
SpMax4_Bh.m.	numeric	222 unique values 0 missing
ATSC4i	numeric	355 unique values 0 missing
Eig04_EA.bo.	numeric	213 unique values 0 missing
MATS4e	numeric	233 unique values 0 missing
P_VSA_LogP_5	numeric	197 unique values 0 missing
SpMax4_Bh.p.	numeric	222 unique values 0 missing
ATSC4m	numeric	402 unique values 0 missing
Eig04_EA.dm.	numeric	39 unique values 0 missing
MATS4i	numeric	192 unique values 0 missing
P_VSA_LogP_6	numeric	45 unique values 0 missing
SpMax4_Bh.s.	numeric	144 unique values 0 missing
ATSC4p	numeric	392 unique values 0 missing
Eig04_EA.ed.	numeric	242 unique values 0 missing
MATS4m	numeric	212 unique values 0 missing
P_VSA_LogP_7	numeric	67 unique values 0 missing
SpMax4_Bh.v.	numeric	224 unique values 0 missing
ATSC4s	numeric	407 unique values 0 missing
Eig04_EA.ri.	numeric	235 unique values 0 missing
MATS4p	numeric	196 unique values 0 missing
P_VSA_LogP_8	numeric	16 unique values 0 missing
SpMax5_Bh.e.	numeric	225 unique values 0 missing
ATSC4v	numeric	399 unique values 0 missing
Eig05_AEA.bo.	numeric	260 unique values 0 missing
MATS4s	numeric	232 unique values 0 missing
P_VSA_m_1	numeric	30 unique values 0 missing
SpMax5_Bh.i.	numeric	203 unique values 0 missing
ATSC5e	numeric	345 unique values 0 missing
Eig05_AEA.dm.	numeric	288 unique values 0 missing
MATS4v	numeric	194 unique values 0 missing
P_VSA_m_2	numeric	344 unique values 0 missing
SpMax5_Bh.m.	numeric	238 unique values 0 missing
ATSC5i	numeric	359 unique values 0 missing
Eig05_AEA.ed.	numeric	232 unique values 0 missing
MATS5e	numeric	221 unique values 0 missing
P_VSA_m_3	numeric	98 unique values 0 missing
SpMax5_Bh.p.	numeric	224 unique values 0 missing
ATSC5m	numeric	402 unique values 0 missing
Eig05_AEA.ri.	numeric	290 unique values 0 missing
MATS5i	numeric	210 unique values 0 missing
P_VSA_m_4	numeric	25 unique values 0 missing
SpMax5_Bh.s.	numeric	181 unique values 0 missing
ATSC5p	numeric	399 unique values 0 missing
Eig05_EA	numeric	240 unique values 0 missing
MATS5m	numeric	230 unique values 0 missing
P_VSA_m_5	numeric	4 unique values 0 missing
SpMax5_Bh.v.	numeric	226 unique values 0 missing
ATSC5s	numeric	407 unique values 0 missing
Eig05_EA.bo.	numeric	250 unique values 0 missing
MATS5p	numeric	226 unique values 0 missing
P_VSA_MR_1	numeric	58 unique values 0 missing
SpMax6_Bh.e.	numeric	238 unique values 0 missing
ATSC5v	numeric	405 unique values 0 missing
Eig05_EA.dm.	numeric	25 unique values 0 missing
MATS5s	numeric	207 unique values 0 missing
P_VSA_MR_2	numeric	124 unique values 0 missing
SpMax6_Bh.i.	numeric	223 unique values 0 missing
ATSC6e	numeric	344 unique values 0 missing
Eig05_EA.ed.	numeric	243 unique values 0 missing
MATS5v	numeric	221 unique values 0 missing
P_VSA_MR_3	numeric	10 unique values 0 missing
SpMax6_Bh.m.	numeric	249 unique values 0 missing
ATSC6i	numeric	353 unique values 0 missing
Eig05_EA.ri.	numeric	285 unique values 0 missing
MATS6e	numeric	219 unique values 0 missing
P_VSA_MR_4	numeric	2 unique values 0 missing
SpMax6_Bh.p.	numeric	232 unique values 0 missing
ATSC6m	numeric	405 unique values 0 missing
Eig06_AEA.bo.	numeric	257 unique values 0 missing
MATS6i	numeric	223 unique values 0 missing
P_VSA_MR_5	numeric	237 unique values 0 missing
SpMax6_Bh.s.	numeric	242 unique values 0 missing
ATSC6p	numeric	399 unique values 0 missing
Eig06_AEA.dm.	numeric	286 unique values 0 missing
MATS6m	numeric	248 unique values 0 missing
P_VSA_MR_6	numeric	228 unique values 0 missing
SpMax6_Bh.v.	numeric	239 unique values 0 missing
ATSC6s	numeric	407 unique values 0 missing
Eig06_AEA.ed.	numeric	222 unique values 0 missing
MATS6p	numeric	229 unique values 0 missing
P_VSA_MR_7	numeric	49 unique values 0 missing
SpMax7_Bh.e.	numeric	217 unique values 0 missing
ATSC6v	numeric	402 unique values 0 missing
Eig06_AEA.ri.	numeric	275 unique values 0 missing
MATS6s	numeric	210 unique values 0 missing
P_VSA_MR_8	numeric	9 unique values 0 missing
SpMax7_Bh.i.	numeric	188 unique values 0 missing
ATSC7e	numeric	334 unique values 0 missing
Eig06_EA	numeric	233 unique values 0 missing
MATS6v	numeric	237 unique values 0 missing
P_VSA_p_1	numeric	76 unique values 0 missing
SpMax7_Bh.m.	numeric	246 unique values 0 missing
ATSC7i	numeric	352 unique values 0 missing
Eig06_EA.bo.	numeric	259 unique values 0 missing
MATS7e	numeric	245 unique values 0 missing
P_VSA_p_2	numeric	117 unique values 0 missing
SpMax7_Bh.p.	numeric	215 unique values 0 missing
ATSC7m	numeric	403 unique values 0 missing
Eig06_EA.dm.	numeric	22 unique values 0 missing
MATS7i	numeric	200 unique values 0 missing
P_VSA_p_3	numeric	345 unique values 0 missing
SpMax7_Bh.s.	numeric	248 unique values 0 missing
ATSC7p	numeric	397 unique values 0 missing
Eig06_EA.ed.	numeric	254 unique values 0 missing
MATS7m	numeric	246 unique values 0 missing
P_VSA_p_4	numeric	4 unique values 0 missing
SpMax7_Bh.v.	numeric	216 unique values 0 missing
ATSC7s	numeric	407 unique values 0 missing
Eig06_EA.ri.	numeric	272 unique values 0 missing
MATS7p	numeric	205 unique values 0 missing
P_VSA_s_1	numeric	7 unique values 0 missing
SpMax8_Bh.e.	numeric	236 unique values 0 missing
ATSC7v	numeric	394 unique values 0 missing
Eig07_AEA.bo.	numeric	266 unique values 0 missing
MATS7s	numeric	231 unique values 0 missing
P_VSA_s_2	numeric	57 unique values 0 missing
SpMax8_Bh.i.	numeric	219 unique values 0 missing
ATSC8e	numeric	335 unique values 0 missing
Eig07_AEA.dm.	numeric	294 unique values 0 missing
MATS7v	numeric	221 unique values 0 missing
P_VSA_s_3	numeric	305 unique values 0 missing
SpMax8_Bh.m.	numeric	236 unique values 0 missing
ATSC8i	numeric	353 unique values 0 missing
Eig07_AEA.ed.	numeric	250 unique values 0 missing
MATS8e	numeric	225 unique values 0 missing
P_VSA_s_4	numeric	172 unique values 0 missing
SpMax8_Bh.p.	numeric	193 unique values 0 missing
ATSC8m	numeric	403 unique values 0 missing
Eig07_AEA.ri.	numeric	279 unique values 0 missing
MATS8i	numeric	231 unique values 0 missing
P_VSA_s_5	numeric	21 unique values 0 missing
SpMax8_Bh.s.	numeric	259 unique values 0 missing
ATSC8p	numeric	400 unique values 0 missing
Eig07_EA	numeric	236 unique values 0 missing
MATS8m	numeric	223 unique values 0 missing
P_VSA_s_6	numeric	151 unique values 0 missing
SpMax8_Bh.v.	numeric	215 unique values 0 missing
ATSC8s	numeric	406 unique values 0 missing
Eig07_EA.bo.	numeric	254 unique values 0 missing
MATS8p	numeric	245 unique values 0 missing
P_VSA_v_1	numeric	30 unique values 0 missing
SpMaxA_AEA.bo.	numeric	92 unique values 0 missing
ATSC8v	numeric	400 unique values 0 missing
Eig07_EA.dm.	numeric	12 unique values 0 missing
MATS8s	numeric	200 unique values 0 missing
P_VSA_v_2	numeric	158 unique values 0 missing
SpMaxA_AEA.dm.	numeric	84 unique values 0 missing
BAC	numeric	86 unique values 0 missing
Eig07_EA.ed.	numeric	275 unique values 0 missing
MATS8v	numeric	221 unique values 0 missing
P_VSA_v_3	numeric	345 unique values 0 missing
SpMaxA_AEA.ed.	numeric	105 unique values 0 missing
BBI	numeric	60 unique values 0 missing
Eig07_EA.ri.	numeric	275 unique values 0 missing
MAXDN	numeric	308 unique values 0 missing
P_VSA_v_4	numeric	2 unique values 0 missing
SpMaxA_AEA.ri.	numeric	95 unique values 0 missing
BIC0	numeric	109 unique values 0 missing
Eig08_AEA.bo.	numeric	238 unique values 0 missing
MAXDP	numeric	360 unique values 0 missing
PW2	numeric	64 unique values 0 missing
SpMaxA_EA	numeric	67 unique values 0 missing
BIC1	numeric	169 unique values 0 missing
Eig08_AEA.dm.	numeric	277 unique values 0 missing
MCD	numeric	126 unique values 0 missing
PW3	numeric	71 unique values 0 missing
SpMax_AEA.bo.	numeric	169 unique values 0 missing
BIC2	numeric	170 unique values 0 missing
Eig08_AEA.ed.	numeric	260 unique values 0 missing
MDDD	numeric	311 unique values 0 missing
PW4	numeric	74 unique values 0 missing
SpMaxA_EA.bo.	numeric	88 unique values 0 missing
BIC3	numeric	136 unique values 0 missing
Eig08_AEA.ri.	numeric	287 unique values 0 missing
Me	numeric	60 unique values 0 missing
PW5	numeric	57 unique values 0 missing
SpMax_AEA.dm.	numeric	128 unique values 0 missing
BIC4	numeric	109 unique values 0 missing
Eig08_EA	numeric	241 unique values 0 missing
Mi	numeric	56 unique values 0 missing
Qindex	numeric	37 unique values 0 missing
SpMaxA_EA.dm.	numeric	84 unique values 0 missing
BIC5	numeric	101 unique values 0 missing
Eig08_EA.bo.	numeric	241 unique values 0 missing
MLOGP	numeric	305 unique values 0 missing
Ram	numeric	19 unique values 0 missing
SpMax_AEA.ed.	numeric	129 unique values 0 missing
BID	numeric	74 unique values 0 missing
Eig08_EA.dm.	numeric	10 unique values 0 missing
MLOGP2	numeric	311 unique values 0 missing
RBF	numeric	113 unique values 0 missing
SpMaxA_EA.ed.	numeric	147 unique values 0 missing
BLI	numeric	219 unique values 0 missing
Eig08_EA.ed.	numeric	282 unique values 0 missing
Mp	numeric	136 unique values 0 missing
RBN	numeric	14 unique values 0 missing
SpMax_AEA.ri.	numeric	177 unique values 0 missing
BLTA96	numeric	216 unique values 0 missing
Eig08_EA.ri.	numeric	280 unique values 0 missing
MPC01	numeric	38 unique values 0 missing
Rbrid	numeric	4 unique values 0 missing
SpMaxA_EA.ri.	numeric	68 unique values 0 missing
BLTD48	numeric	216 unique values 0 missing
Eig09_AEA.bo.	numeric	232 unique values 0 missing
MPC02	numeric	60 unique values 0 missing
RCI	numeric	23 unique values 0 missing
SpMax_EA	numeric	148 unique values 0 missing
BLTF96	numeric	208 unique values 0 missing
Eig09_AEA.dm.	numeric	269 unique values 0 missing
MPC03	numeric	82 unique values 0 missing
RDCHI	numeric	290 unique values 0 missing
SpMax_EA.bo.	numeric	158 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	251 unique values 0 missing
MPC04	numeric	107 unique values 0 missing
RDSQ	numeric	312 unique values 0 missing
SpMax_EA.dm.	numeric	47 unique values 0 missing
C.	numeric	124 unique values 0 missing
Eig09_AEA.ri.	numeric	259 unique values 0 missing
MPC05	numeric	137 unique values 0 missing
RFD	numeric	23 unique values 0 missing
SpMax_EA.ed.	numeric	153 unique values 0 missing
C.001	numeric	6 unique values 0 missing
Eig09_EA	numeric	221 unique values 0 missing
MPC06	numeric	158 unique values 0 missing
Rperim	numeric	29 unique values 0 missing
SpMax_EA.ri.	numeric	177 unique values 0 missing
C.002	numeric	14 unique values 0 missing
Eig09_EA.bo.	numeric	239 unique values 0 missing
MPC07	numeric	170 unique values 0 missing
S0K	numeric	174 unique values 0 missing
SpMin1_Bh.e.	numeric	132 unique values 0 missing
C.003	numeric	3 unique values 0 missing
Eig09_EA.dm.	numeric	7 unique values 0 missing
MPC08	numeric	178 unique values 0 missing
S.107	numeric	3 unique values 0 missing
SpMin1_Bh.i.	numeric	133 unique values 0 missing
C.004	numeric	2 unique values 0 missing
Eig09_EA.ed.	numeric	271 unique values 0 missing
MPC09	numeric	188 unique values 0 missing
S.110	numeric	3 unique values 0 missing
SpMin1_Bh.m.	numeric	110 unique values 0 missing
C.005	numeric	4 unique values 0 missing
Eig09_EA.ri.	numeric	256 unique values 0 missing
MPC10	numeric	194 unique values 0 missing
S1K	numeric	303 unique values 0 missing
SpMin1_Bh.p.	numeric	111 unique values 0 missing
C.006	numeric	6 unique values 0 missing
Eig10_AEA.bo.	numeric	233 unique values 0 missing
MSD	numeric	302 unique values 0 missing
S2K	numeric	327 unique values 0 missing
SpMin1_Bh.s.	numeric	145 unique values 0 missing
C.008	numeric	4 unique values 0 missing
Eig10_AEA.dm.	numeric	260 unique values 0 missing
Mv	numeric	142 unique values 0 missing
S3K	numeric	341 unique values 0 missing
SpMin1_Bh.v.	numeric	109 unique values 0 missing
C.010	numeric	3 unique values 0 missing
Eig10_AEA.ed.	numeric	249 unique values 0 missing
MW	numeric	328 unique values 0 missing
SaaaC	numeric	128 unique values 0 missing
SpMin2_Bh.e.	numeric	145 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eig10_AEA.ri.	numeric	235 unique values 0 missing
MWC01	numeric	38 unique values 0 missing
SAacc	numeric	152 unique values 0 missing
SpMin2_Bh.i.	numeric	146 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig10_EA	numeric	200 unique values 0 missing
MWC02	numeric	87 unique values 0 missing
SaaCH	numeric	387 unique values 0 missing
SpMin2_Bh.m.	numeric	110 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig10_EA.bo.	numeric	222 unique values 0 missing
MWC03	numeric	163 unique values 0 missing
SaaN	numeric	58 unique values 0 missing
SpMin2_Bh.p.	numeric	141 unique values 0 missing
C.016	numeric	6 unique values 0 missing
Eig10_EA.dm.	numeric	3 unique values 0 missing
MWC04	numeric	235 unique values 0 missing
SaaNH	numeric	13 unique values 0 missing
SpMin2_Bh.s.	numeric	168 unique values 0 missing
C.017	numeric	2 unique values 0 missing
Eig10_EA.ed.	numeric	249 unique values 0 missing
MWC05	numeric	269 unique values 0 missing
SaaO	numeric	14 unique values 0 missing
SpMin2_Bh.v.	numeric	143 unique values 0 missing
C.018	numeric	2 unique values 0 missing
Eig10_EA.ri.	numeric	231 unique values 0 missing
MWC06	numeric	277 unique values 0 missing
SaaS	numeric	80 unique values 0 missing
SpMin3_Bh.e.	numeric	192 unique values 0 missing
C.019	numeric	2 unique values 0 missing
Eig11_AEA.bo.	numeric	221 unique values 0 missing
MWC07	numeric	284 unique values 0 missing
SaasC	numeric	378 unique values 0 missing
SpMin3_Bh.i.	numeric	186 unique values 0 missing
C.024	numeric	22 unique values 0 missing
Eig11_AEA.dm.	numeric	239 unique values 0 missing
MWC08	numeric	279 unique values 0 missing
SaasN	numeric	42 unique values 0 missing
SpMin3_Bh.m.	numeric	182 unique values 0 missing
C.025	numeric	10 unique values 0 missing
Eig11_AEA.ed.	numeric	221 unique values 0 missing
MWC09	numeric	280 unique values 0 missing
SAdon	numeric	27 unique values 0 missing
SpMin3_Bh.p.	numeric	178 unique values 0 missing
C.026	numeric	9 unique values 0 missing
Eig11_AEA.ri.	numeric	240 unique values 0 missing
MWC10	numeric	279 unique values 0 missing
SAtot	numeric	345 unique values 0 missing
SpMin3_Bh.s.	numeric	194 unique values 0 missing
C.027	numeric	4 unique values 0 missing
Eig11_EA	numeric	199 unique values 0 missing
N.	numeric	52 unique values 0 missing
SCBO	numeric	83 unique values 0 missing
SpMin3_Bh.v.	numeric	186 unique values 0 missing
C.028	numeric	3 unique values 0 missing
Eig11_EA.bo.	numeric	211 unique values 0 missing
N.067	numeric	2 unique values 0 missing
SddssS	numeric	128 unique values 0 missing
SpMin4_Bh.e.	numeric	186 unique values 0 missing
C.029	numeric	2 unique values 0 missing
Eig11_EA.dm.	numeric	2 unique values 0 missing
N.068	numeric	2 unique values 0 missing
SdO	numeric	388 unique values 0 missing
SpMin4_Bh.i.	numeric	191 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig11_EA.ed.	numeric	249 unique values 0 missing
N.070	numeric	2 unique values 0 missing
SdsCH	numeric	140 unique values 0 missing
SpMin4_Bh.m.	numeric	178 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig11_EA.ri.	numeric	234 unique values 0 missing
N.071	numeric	2 unique values 0 missing
SdsN	numeric	3 unique values 0 missing
SpMin4_Bh.p.	numeric	203 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eig12_AEA.bo.	numeric	211 unique values 0 missing
N.072	numeric	5 unique values 0 missing
SdssC	numeric	336 unique values 0 missing
SpMin4_Bh.s.	numeric	188 unique values 0 missing
C.034	numeric	3 unique values 0 missing
Eig12_AEA.dm.	numeric	233 unique values 0 missing
N.073	numeric	2 unique values 0 missing
SdsssP	numeric	2 unique values 0 missing
SpMin4_Bh.v.	numeric	209 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig12_AEA.ed.	numeric	222 unique values 0 missing
N.074	numeric	2 unique values 0 missing
Se	numeric	330 unique values 0 missing
SpMin5_Bh.e.	numeric	194 unique values 0 missing
C.038	numeric	2 unique values 0 missing
Eig12_AEA.ri.	numeric	242 unique values 0 missing
N.075	numeric	4 unique values 0 missing
Si	numeric	329 unique values 0 missing
SpMin5_Bh.i.	numeric	183 unique values 0 missing
C.039	numeric	2 unique values 0 missing
Eig12_EA	numeric	192 unique values 0 missing
NaaaC	numeric	3 unique values 0 missing
SIC0	numeric	119 unique values 0 missing
SpMin5_Bh.m.	numeric	182 unique values 0 missing
C.040	numeric	4 unique values 0 missing
Eig12_EA.bo.	numeric	240 unique values 0 missing
NaaCH	numeric	22 unique values 0 missing
SIC1	numeric	183 unique values 0 missing
SpMin5_Bh.p.	numeric	218 unique values 0 missing
C.041	numeric	2 unique values 0 missing
Eig12_EA.ed.	numeric	240 unique values 0 missing
NaaN	numeric	4 unique values 0 missing
SIC2	numeric	172 unique values 0 missing
SpMin5_Bh.s.	numeric	204 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig12_EA.ri.	numeric	242 unique values 0 missing
NaaNH	numeric	2 unique values 0 missing
SIC3	numeric	135 unique values 0 missing
SpMin5_Bh.v.	numeric	202 unique values 0 missing
C.043	numeric	2 unique values 0 missing
Eig13_AEA.bo.	numeric	203 unique values 0 missing
NaaO	numeric	2 unique values 0 missing
SIC4	numeric	115 unique values 0 missing
SpMin6_Bh.e.	numeric	236 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig13_AEA.dm.	numeric	220 unique values 0 missing
NaaS	numeric	2 unique values 0 missing
SIC5	numeric	114 unique values 0 missing
SpMin6_Bh.i.	numeric	232 unique values 0 missing
CATS2D_00_DD	numeric	2 unique values 0 missing
Eig13_AEA.ed.	numeric	209 unique values 0 missing
NaasC	numeric	12 unique values 0 missing
SM02_AEA.bo.	numeric	220 unique values 0 missing
SpMin6_Bh.m.	numeric	227 unique values 0 missing
CATS2D_00_DP	numeric	2 unique values 0 missing
Eig13_AEA.ri.	numeric	208 unique values 0 missing
NaasN	numeric	2 unique values 0 missing
SM02_AEA.dm.	numeric	241 unique values 0 missing
SpMin6_Bh.p.	numeric	207 unique values 0 missing
CATS2D_00_PP	numeric	2 unique values 0 missing
Eig13_EA	numeric	172 unique values 0 missing
nAB	numeric	18 unique values 0 missing
SM02_AEA.ed.	numeric	171 unique values 0 missing
SpMin6_Bh.s.	numeric	216 unique values 0 missing
CATS2D_01_AA	numeric	2 unique values 0 missing
Eig13_EA.bo.	numeric	220 unique values 0 missing
nArCN	numeric	2 unique values 0 missing
SM02_AEA.ri.	numeric	275 unique values 0 missing
SpMin6_Bh.v.	numeric	231 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig13_EA.ed.	numeric	202 unique values 0 missing
nArCO	numeric	2 unique values 0 missing
SM02_EA	numeric	60 unique values 0 missing
SpMin7_Bh.e.	numeric	225 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig13_EA.ri.	numeric	219 unique values 0 missing
nArCONH2	numeric	2 unique values 0 missing
SM02_EA.bo.	numeric	180 unique values 0 missing
SpMin7_Bh.i.	numeric	224 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig14_AEA.bo.	numeric	247 unique values 0 missing
nArCONHR	numeric	2 unique values 0 missing
SM02_EA.dm.	numeric	171 unique values 0 missing
SpMin7_Bh.m.	numeric	227 unique values 0 missing
CATS2D_01_LL	numeric	31 unique values 0 missing
Eig14_AEA.dm.	numeric	237 unique values 0 missing
nArCONR2	numeric	2 unique values 0 missing
SM02_EA.ed.	numeric	240 unique values 0 missing
SpMin7_Bh.p.	numeric	237 unique values 0 missing
CATS2D_01_NL	numeric	3 unique values 0 missing
Eig14_AEA.ed.	numeric	204 unique values 0 missing
nArCOOH	numeric	3 unique values 0 missing
SM02_EA.ri.	numeric	259 unique values 0 missing
SpMin7_Bh.s.	numeric	229 unique values 0 missing
CATS2D_02_AA	numeric	6 unique values 0 missing
Eig14_AEA.ri.	numeric	253 unique values 0 missing
nArCOOR	numeric	2 unique values 0 missing
SM03_AEA.bo.	numeric	247 unique values 0 missing
SpMin7_Bh.v.	numeric	228 unique values 0 missing
CATS2D_02_AL	numeric	18 unique values 0 missing
Eig14_EA	numeric	202 unique values 0 missing
nArNHR	numeric	2 unique values 0 missing
SM03_AEA.dm.	numeric	221 unique values 0 missing
SpMin8_Bh.e.	numeric	215 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig14_EA.bo.	numeric	260 unique values 0 missing
nArNR2	numeric	2 unique values 0 missing
SM03_AEA.ed.	numeric	236 unique values 0 missing
SpMin8_Bh.i.	numeric	211 unique values 0 missing
CATS2D_02_AP	numeric	2 unique values 0 missing
Eig14_EA.ed.	numeric	237 unique values 0 missing
nArOCON	numeric	2 unique values 0 missing
SM03_AEA.ri.	numeric	282 unique values 0 missing
SpMin8_Bh.m.	numeric	206 unique values 0 missing
CATS2D_02_DA	numeric	6 unique values 0 missing
Eig14_EA.ri.	numeric	257 unique values 0 missing
nArOH	numeric	2 unique values 0 missing
SM03_EA	numeric	25 unique values 0 missing
SpMin8_Bh.p.	numeric	237 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
Eig15_AEA.bo.	numeric	225 unique values 0 missing
nArOR	numeric	5 unique values 0 missing
SM03_EA.bo.	numeric	109 unique values 0 missing
SpMin8_Bh.s.	numeric	229 unique values 0 missing
CATS2D_02_DL	numeric	9 unique values 0 missing
Eig15_AEA.dm.	numeric	241 unique values 0 missing
nArX	numeric	6 unique values 0 missing
SM03_EA.dm.	numeric	43 unique values 0 missing
SpMin8_Bh.v.	numeric	231 unique values 0 missing
CATS2D_02_DN	numeric	2 unique values 0 missing
Eig15_AEA.ed.	numeric	222 unique values 0 missing
nAT	numeric	54 unique values 0 missing
SM03_EA.ed.	numeric	212 unique values 0 missing
SRW02	numeric	38 unique values 0 missing
CATS2D_02_LL	numeric	38 unique values 0 missing
Eig15_AEA.ri.	numeric	278 unique values 0 missing
nBM	numeric	33 unique values 0 missing
SM03_EA.ri.	numeric	207 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
CATS2D_02_NL	numeric	4 unique values 0 missing
Eig15_EA	numeric	218 unique values 0 missing
nBnz	numeric	7 unique values 0 missing
SM04_AEA.bo.	numeric	272 unique values 0 missing
SRW04	numeric	126 unique values 0 missing
CATS2D_02_PL	numeric	3 unique values 0 missing
Eig15_EA.bo.	numeric	256 unique values 0 missing
nBO	numeric	38 unique values 0 missing
SM04_AEA.dm.	numeric	200 unique values 0 missing
SRW05	numeric	7 unique values 0 missing
CATS2D_03_AA	numeric	4 unique values 0 missing
Eig15_EA.ed.	numeric	246 unique values 0 missing
nBR	numeric	3 unique values 0 missing
SM04_AEA.ed.	numeric	254 unique values 0 missing
SRW06	numeric	229 unique values 0 missing
CATS2D_03_AL	numeric	18 unique values 0 missing
Eig15_EA.ri.	numeric	261 unique values 0 missing
nBT	numeric	58 unique values 0 missing
SM04_AEA.ri.	numeric	271 unique values 0 missing
SRW07	numeric	21 unique values 0 missing
CATS2D_03_AP	numeric	2 unique values 0 missing
Eta_alpha	numeric	240 unique values 0 missing
nC	numeric	27 unique values 0 missing
SM04_EA	numeric	202 unique values 0 missing
SRW08	numeric	266 unique values 0 missing
CATS2D_03_DA	numeric	5 unique values 0 missing
Eta_alpha_A	numeric	65 unique values 0 missing
nCar	numeric	26 unique values 0 missing
SM04_EA.bo.	numeric	288 unique values 0 missing
SRW09	numeric	52 unique values 0 missing
CATS2D_03_DD	numeric	4 unique values 0 missing
Eta_B	numeric	186 unique values 0 missing
nCb.	numeric	13 unique values 0 missing
SM04_EA.dm.	numeric	176 unique values 0 missing
SRW10	numeric	278 unique values 0 missing
CATS2D_03_DL	numeric	10 unique values 0 missing
Eta_B_A	numeric	27 unique values 0 missing
nCbH	numeric	20 unique values 0 missing
SM04_EA.ed.	numeric	291 unique values 0 missing
SsBr	numeric	9 unique values 0 missing
CATS2D_03_LL	numeric	30 unique values 0 missing
Eta_beta	numeric	144 unique values 0 missing
nCconj	numeric	7 unique values 0 missing
SM04_EA.ri.	numeric	325 unique values 0 missing
SsCH3	numeric	261 unique values 0 missing
CATS2D_03_NL	numeric	5 unique values 0 missing
Eta_beta_A	numeric	223 unique values 0 missing
nCIC	numeric	7 unique values 0 missing
SM05_AEA.bo.	numeric	280 unique values 0 missing
SsCl	numeric	86 unique values 0 missing
CATS2D_03_PL	numeric	3 unique values 0 missing
Eta_betaP	numeric	58 unique values 0 missing
nCIR	numeric	11 unique values 0 missing
SM05_AEA.dm.	numeric	199 unique values 0 missing
SsF	numeric	88 unique values 0 missing
CATS2D_04_AA	numeric	9 unique values 0 missing
Eta_betaP_A	numeric	194 unique values 0 missing
nCL	numeric	5 unique values 0 missing
SM05_AEA.ed.	numeric	275 unique values 0 missing
SsI	numeric	2 unique values 0 missing
CATS2D_04_AL	numeric	25 unique values 0 missing
Eta_betaS	numeric	79 unique values 0 missing
nCONN	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	249 unique values 0 missing
SsNH2	numeric	4 unique values 0 missing
CATS2D_04_AN	numeric	2 unique values 0 missing
Eta_betaS_A	numeric	80 unique values 0 missing
nCp	numeric	6 unique values 0 missing
SM05_EA	numeric	132 unique values 0 missing
SsOH	numeric	211 unique values 0 missing
CATS2D_04_DA	numeric	5 unique values 0 missing
Eta_C	numeric	405 unique values 0 missing
nCq	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	270 unique values 0 missing
SssCH2	numeric	374 unique values 0 missing
CATS2D_04_DD	numeric	2 unique values 0 missing
Eta_C_A	numeric	285 unique values 0 missing
nCrq	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	73 unique values 0 missing
SssNH	numeric	206 unique values 0 missing
CATS2D_04_DL	numeric	10 unique values 0 missing
Eta_epsi	numeric	309 unique values 0 missing
nCrs	numeric	9 unique values 0 missing
SM05_EA.ed.	numeric	269 unique values 0 missing
SssO	numeric	175 unique values 0 missing
CATS2D_04_LL	numeric	30 unique values 0 missing
Eta_epsi_A	numeric	154 unique values 0 missing
nCrt	numeric	3 unique values 0 missing
SM05_EA.ri.	numeric	300 unique values 0 missing
SssS	numeric	34 unique values 0 missing
CATS2D_04_NL	numeric	4 unique values 0 missing
Eta_F	numeric	404 unique values 0 missing
nCRX3	numeric	3 unique values 0 missing
SM06_AEA.bo.	numeric	280 unique values 0 missing
SsssCH	numeric	178 unique values 0 missing
CATS2D_04_PL	numeric	3 unique values 0 missing
Eta_F_A	numeric	305 unique values 0 missing
nCs	numeric	17 unique values 0 missing
SM06_AEA.dm.	numeric	192 unique values 0 missing
SsssN	numeric	190 unique values 0 missing
CATS2D_05_AA	numeric	6 unique values 0 missing
Eta_FL	numeric	334 unique values 0 missing
nCsp	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	278 unique values 0 missing
SssssC	numeric	92 unique values 0 missing
CATS2D_05_AL	numeric	25 unique values 0 missing
Eta_FL_A	numeric	142 unique values 0 missing
nCsp2	numeric	31 unique values 0 missing
SM06_AEA.ri.	numeric	249 unique values 0 missing
StN	numeric	5 unique values 0 missing
CATS2D_05_AN	numeric	2 unique values 0 missing
Eta_L	numeric	363 unique values 0 missing
nCsp3	numeric	20 unique values 0 missing
SM06_EA	numeric	279 unique values 0 missing
StsC	numeric	4 unique values 0 missing
CATS2D_05_DA	numeric	4 unique values 0 missing
Eta_L_A	numeric	134 unique values 0 missing
nCt	numeric	3 unique values 0 missing
SM06_EA.bo.	numeric	305 unique values 0 missing
Sv	numeric	331 unique values 0 missing
CATS2D_05_DD	numeric	2 unique values 0 missing
Eta_sh_p	numeric	155 unique values 0 missing
nDB	numeric	7 unique values 0 missing
SM06_EA.dm.	numeric	164 unique values 0 missing
TIC0	numeric	316 unique values 0 missing
CATS2D_05_DL	numeric	11 unique values 0 missing
Eta_sh_x	numeric	56 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SM06_EA.ed.	numeric	282 unique values 0 missing
TIC1	numeric	342 unique values 0 missing
CATS2D_05_DN	numeric	2 unique values 0 missing
Eta_sh_y	numeric	157 unique values 0 missing
NdO	numeric	6 unique values 0 missing
SM06_EA.ri.	numeric	329 unique values 0 missing
TIC2	numeric	377 unique values 0 missing
CATS2D_05_LL	numeric	33 unique values 0 missing
F.083	numeric	5 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

429

Number of instances (rows) of the dataset.

NumberOfFeatures

1293

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

1292

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.45

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.87

Minimum kurtosis among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

429

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-5.02

Minimum of means among attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

1.57

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

55633.37

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

PercentageOfNumericFeatures

99.92

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

7.84

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

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

MinNominalAttDistinctValues

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

PercentageOfSymbolicFeatures

0.08

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-20.71

Minimum skewness among attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

1.11

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

20.71

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1KurtosisOfNumericAtts

-0.55

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.58

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

MaxStdDevOfNumericAtts

60478.11

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.44

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MutualInformation

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

MeanKurtosisOfNumericAtts

17.22

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1SkewnessOfNumericAtts

-0.11

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

187.52

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.17

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

AutoCorrelation

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

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

Quartile2KurtosisOfNumericAtts

0.01

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

Dimensionality

3.01

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

2.44

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

EquivalentNumberOfAtts

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

MeanSkewnessOfNumericAtts

1.49

Mean skewness among attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

130.93

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

0.32