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variousCancers_final

active ARFF Publicly available Visibility: public Uploaded 07-10-2014 by Joaquin Vanschoren
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Author: Source: Unknown - Date unknown Please cite: Data from the RSCTC 2010 Discovery Challenge. All datasets contain between 100 and 400 samples, characterized by values of 20,000 - 65,000 attributes. Samples are assigned to several (2-10) classes. All attributes are numeric and represent measurements from DNA microarrays. Attributes are normalized in some way - in test data you should expect similar distributions of attribute values as in the example data. Source: http://tunedit.org/challenge/RSCTC-2010-A

54676 features

Decision (target)	nominal	9 unique values 0 missing
Var1	numeric	318 unique values 0 missing
Var257	numeric	330 unique values 0 missing
Var513	numeric	321 unique values 0 missing
Var769	numeric	337 unique values 0 missing
Var1025	numeric	348 unique values 0 missing
Var1281	numeric	315 unique values 0 missing
Var1537	numeric	307 unique values 0 missing
Var1793	numeric	318 unique values 0 missing
Var2049	numeric	361 unique values 0 missing
Var2305	numeric	325 unique values 0 missing
Var2561	numeric	334 unique values 0 missing
Var2817	numeric	348 unique values 0 missing
Var3073	numeric	337 unique values 0 missing
Var3329	numeric	340 unique values 0 missing
Var3585	numeric	318 unique values 0 missing
Var3841	numeric	346 unique values 0 missing
Var4097	numeric	310 unique values 0 missing
Var4353	numeric	311 unique values 0 missing
Var4609	numeric	327 unique values 0 missing
Var4865	numeric	313 unique values 0 missing
Var5121	numeric	330 unique values 0 missing
Var5377	numeric	319 unique values 0 missing
Var5633	numeric	331 unique values 0 missing
Var5889	numeric	328 unique values 0 missing
Var6145	numeric	297 unique values 0 missing
Var6401	numeric	320 unique values 0 missing
Var6657	numeric	335 unique values 0 missing
Var6913	numeric	352 unique values 0 missing
Var7169	numeric	341 unique values 0 missing
Var7425	numeric	347 unique values 0 missing
Var7681	numeric	315 unique values 0 missing
Var7937	numeric	330 unique values 0 missing
Var8193	numeric	327 unique values 0 missing
Var8449	numeric	334 unique values 0 missing
Var8705	numeric	324 unique values 0 missing
Var8961	numeric	315 unique values 0 missing
Var9217	numeric	343 unique values 0 missing
Var9473	numeric	346 unique values 0 missing
Var9729	numeric	317 unique values 0 missing
Var9985	numeric	317 unique values 0 missing
Var10241	numeric	320 unique values 0 missing
Var10497	numeric	330 unique values 0 missing
Var10753	numeric	328 unique values 0 missing
Var11009	numeric	349 unique values 0 missing
Var11265	numeric	326 unique values 0 missing
Var11521	numeric	306 unique values 0 missing
Var11777	numeric	325 unique values 0 missing
Var12033	numeric	326 unique values 0 missing
Var12289	numeric	291 unique values 0 missing
Var12545	numeric	294 unique values 0 missing
Var12801	numeric	344 unique values 0 missing
Var13057	numeric	313 unique values 0 missing
Var13313	numeric	290 unique values 0 missing
Var13569	numeric	312 unique values 0 missing
Var13825	numeric	314 unique values 0 missing
Var14081	numeric	314 unique values 0 missing
Var14337	numeric	350 unique values 0 missing
Var14593	numeric	320 unique values 0 missing
Var14849	numeric	328 unique values 0 missing
Var15105	numeric	329 unique values 0 missing
Var15361	numeric	350 unique values 0 missing
Var15617	numeric	340 unique values 0 missing
Var15873	numeric	321 unique values 0 missing
Var16129	numeric	296 unique values 0 missing
Var16385	numeric	290 unique values 0 missing
Var16641	numeric	324 unique values 0 missing
Var16897	numeric	336 unique values 0 missing
Var17153	numeric	326 unique values 0 missing
Var17409	numeric	356 unique values 0 missing
Var17665	numeric	291 unique values 0 missing
Var17921	numeric	321 unique values 0 missing
Var18177	numeric	316 unique values 0 missing
Var18433	numeric	300 unique values 0 missing
Var18689	numeric	319 unique values 0 missing
Var18945	numeric	316 unique values 0 missing
Var19201	numeric	337 unique values 0 missing
Var19457	numeric	308 unique values 0 missing
Var19713	numeric	292 unique values 0 missing
Var19969	numeric	307 unique values 0 missing
Var20225	numeric	338 unique values 0 missing
Var20481	numeric	307 unique values 0 missing
Var20737	numeric	318 unique values 0 missing
Var20993	numeric	331 unique values 0 missing
Var21249	numeric	336 unique values 0 missing
Var21505	numeric	300 unique values 0 missing
Var21761	numeric	334 unique values 0 missing
Var22017	numeric	292 unique values 0 missing
Var22273	numeric	312 unique values 0 missing
Var22529	numeric	285 unique values 0 missing
Var22785	numeric	324 unique values 0 missing
Var23041	numeric	312 unique values 0 missing
Var23297	numeric	350 unique values 0 missing
Var23553	numeric	338 unique values 0 missing
Var23809	numeric	315 unique values 0 missing
Var24065	numeric	298 unique values 0 missing
Var24321	numeric	337 unique values 0 missing
Var24577	numeric	346 unique values 0 missing
Var24833	numeric	312 unique values 0 missing
Var25089	numeric	346 unique values 0 missing
Var25345	numeric	361 unique values 0 missing
Var25601	numeric	338 unique values 0 missing
Var25857	numeric	324 unique values 0 missing
Var26113	numeric	325 unique values 0 missing
Var26369	numeric	338 unique values 0 missing
Var26625	numeric	307 unique values 0 missing
Var26881	numeric	307 unique values 0 missing
Var27137	numeric	324 unique values 0 missing
Var27393	numeric	340 unique values 0 missing
Var27649	numeric	325 unique values 0 missing
Var27905	numeric	312 unique values 0 missing
Var28161	numeric	339 unique values 0 missing
Var28417	numeric	335 unique values 0 missing
Var28673	numeric	344 unique values 0 missing
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Var29185	numeric	315 unique values 0 missing
Var29441	numeric	305 unique values 0 missing
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Var29953	numeric	296 unique values 0 missing
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Var30721	numeric	319 unique values 0 missing
Var30977	numeric	306 unique values 0 missing
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Var31745	numeric	339 unique values 0 missing
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Var32769	numeric	350 unique values 0 missing
Var33025	numeric	333 unique values 0 missing
Var33281	numeric	334 unique values 0 missing
Var33537	numeric	352 unique values 0 missing
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Var34049	numeric	316 unique values 0 missing
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Var35329	numeric	332 unique values 0 missing
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Var35841	numeric	323 unique values 0 missing
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Var36353	numeric	357 unique values 0 missing
Var36609	numeric	338 unique values 0 missing
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Var37121	numeric	306 unique values 0 missing
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Var37633	numeric	330 unique values 0 missing
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Var38145	numeric	345 unique values 0 missing
Var38401	numeric	335 unique values 0 missing
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Var38913	numeric	304 unique values 0 missing
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Var40449	numeric	328 unique values 0 missing
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Var48641	numeric	336 unique values 0 missing
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Var50945	numeric	327 unique values 0 missing
Var51201	numeric	366 unique values 0 missing
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Var51713	numeric	350 unique values 0 missing
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Var53249	numeric	338 unique values 0 missing
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Var770	numeric	319 unique values 0 missing
Var1026	numeric	308 unique values 0 missing
Var1282	numeric	338 unique values 0 missing
Var1538	numeric	360 unique values 0 missing
Var1794	numeric	310 unique values 0 missing
Var2050	numeric	318 unique values 0 missing
Var2306	numeric	299 unique values 0 missing
Var2562	numeric	334 unique values 0 missing
Var2818	numeric	289 unique values 0 missing
Var3074	numeric	317 unique values 0 missing
Var3330	numeric	341 unique values 0 missing
Var3586	numeric	325 unique values 0 missing
Var3842	numeric	333 unique values 0 missing
Var4098	numeric	318 unique values 0 missing
Var4354	numeric	313 unique values 0 missing
Var4610	numeric	328 unique values 0 missing
Var4866	numeric	305 unique values 0 missing
Var5122	numeric	336 unique values 0 missing
Var5378	numeric	313 unique values 0 missing
Var5634	numeric	340 unique values 0 missing
Var5890	numeric	333 unique values 0 missing
Var6146	numeric	311 unique values 0 missing
Var6402	numeric	330 unique values 0 missing
Var6658	numeric	299 unique values 0 missing
Var6914	numeric	295 unique values 0 missing
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Var7426	numeric	340 unique values 0 missing
Var7682	numeric	345 unique values 0 missing
Var7938	numeric	342 unique values 0 missing
Var8194	numeric	344 unique values 0 missing
Var8450	numeric	367 unique values 0 missing
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Var8962	numeric	344 unique values 0 missing
Var9218	numeric	339 unique values 0 missing
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Var12290	numeric	344 unique values 0 missing
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Var13314	numeric	311 unique values 0 missing
Var13570	numeric	327 unique values 0 missing
Var13826	numeric	352 unique values 0 missing
Var14082	numeric	316 unique values 0 missing
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Var14594	numeric	312 unique values 0 missing
Var14850	numeric	297 unique values 0 missing
Var15106	numeric	330 unique values 0 missing
Var15362	numeric	328 unique values 0 missing
Var15618	numeric	310 unique values 0 missing
Var15874	numeric	339 unique values 0 missing
Var16130	numeric	338 unique values 0 missing
Var16386	numeric	313 unique values 0 missing
Var16642	numeric	333 unique values 0 missing
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Var17154	numeric	284 unique values 0 missing
Var17410	numeric	354 unique values 0 missing
Var17666	numeric	330 unique values 0 missing
Var17922	numeric	343 unique values 0 missing
Var18178	numeric	313 unique values 0 missing
Var18434	numeric	299 unique values 0 missing
Var18690	numeric	320 unique values 0 missing
Var18946	numeric	305 unique values 0 missing
Var19202	numeric	336 unique values 0 missing
Var19458	numeric	319 unique values 0 missing
Var19714	numeric	324 unique values 0 missing
Var19970	numeric	364 unique values 0 missing
Var20226	numeric	361 unique values 0 missing
Var20482	numeric	321 unique values 0 missing
Var20738	numeric	331 unique values 0 missing
Var20994	numeric	332 unique values 0 missing
Var21250	numeric	344 unique values 0 missing
Var21506	numeric	344 unique values 0 missing
Var21762	numeric	290 unique values 0 missing
Var22018	numeric	322 unique values 0 missing
Var22274	numeric	299 unique values 0 missing
Var22530	numeric	335 unique values 0 missing
Var22786	numeric	340 unique values 0 missing
Var23042	numeric	319 unique values 0 missing
Var23298	numeric	315 unique values 0 missing
Var23554	numeric	338 unique values 0 missing
Var23810	numeric	336 unique values 0 missing
Var24066	numeric	331 unique values 0 missing
Var24322	numeric	343 unique values 0 missing
Var24578	numeric	349 unique values 0 missing
Var24834	numeric	330 unique values 0 missing
Var25090	numeric	331 unique values 0 missing
Var25346	numeric	346 unique values 0 missing
Var25602	numeric	315 unique values 0 missing
Var25858	numeric	303 unique values 0 missing
Var26114	numeric	339 unique values 0 missing
Var26370	numeric	317 unique values 0 missing
Var26626	numeric	312 unique values 0 missing
Var26882	numeric	315 unique values 0 missing
Var27138	numeric	313 unique values 0 missing
Var27394	numeric	336 unique values 0 missing
Var27650	numeric	296 unique values 0 missing
Var27906	numeric	335 unique values 0 missing
Var28162	numeric	352 unique values 0 missing
Var28418	numeric	314 unique values 0 missing
Var28674	numeric	330 unique values 0 missing
Var28930	numeric	355 unique values 0 missing
Var29186	numeric	316 unique values 0 missing
Var29442	numeric	303 unique values 0 missing
Var29698	numeric	315 unique values 0 missing
Var29954	numeric	325 unique values 0 missing
Var30210	numeric	315 unique values 0 missing
Var30466	numeric	335 unique values 0 missing
Var30722	numeric	331 unique values 0 missing
Var30978	numeric	339 unique values 0 missing
Var31234	numeric	272 unique values 0 missing
Var31490	numeric	350 unique values 0 missing
Var31746	numeric	346 unique values 0 missing
Var32002	numeric	295 unique values 0 missing
Var32258	numeric	335 unique values 0 missing
Var32514	numeric	314 unique values 0 missing
Var32770	numeric	354 unique values 0 missing
Var33026	numeric	338 unique values 0 missing
Var33282	numeric	314 unique values 0 missing
Var33538	numeric	319 unique values 0 missing
Var33794	numeric	349 unique values 0 missing
Var34050	numeric	325 unique values 0 missing
Var34306	numeric	311 unique values 0 missing
Var34562	numeric	290 unique values 0 missing
Var34818	numeric	302 unique values 0 missing
Var35074	numeric	308 unique values 0 missing
Var35330	numeric	298 unique values 0 missing
Var35586	numeric	317 unique values 0 missing
Var35842	numeric	305 unique values 0 missing
Var36098	numeric	350 unique values 0 missing
Var36354	numeric	308 unique values 0 missing
Var36610	numeric	305 unique values 0 missing
Var36866	numeric	343 unique values 0 missing
Var37122	numeric	311 unique values 0 missing
Var37378	numeric	342 unique values 0 missing
Var37634	numeric	316 unique values 0 missing
Var37890	numeric	310 unique values 0 missing
Var38146	numeric	326 unique values 0 missing
Var38402	numeric	293 unique values 0 missing
Var38658	numeric	346 unique values 0 missing
Var38914	numeric	319 unique values 0 missing
Var39170	numeric	333 unique values 0 missing
Var39426	numeric	291 unique values 0 missing
Var39682	numeric	299 unique values 0 missing
Var39938	numeric	338 unique values 0 missing
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Var40450	numeric	325 unique values 0 missing
Var40706	numeric	355 unique values 0 missing
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Var42242	numeric	308 unique values 0 missing
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Var45570	numeric	297 unique values 0 missing
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Var47874	numeric	308 unique values 0 missing
Var48130	numeric	357 unique values 0 missing
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Var48642	numeric	300 unique values 0 missing
Var48898	numeric	338 unique values 0 missing
Var49154	numeric	323 unique values 0 missing
Var49410	numeric	343 unique values 0 missing
Var49666	numeric	345 unique values 0 missing
Var49922	numeric	352 unique values 0 missing
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Var50434	numeric	304 unique values 0 missing
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Var51202	numeric	328 unique values 0 missing
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Var51970	numeric	340 unique values 0 missing
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Var52738	numeric	311 unique values 0 missing
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Var9219	numeric	293 unique values 0 missing
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Var25603	numeric	305 unique values 0 missing
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Var26371	numeric	313 unique values 0 missing
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Var28675	numeric	329 unique values 0 missing
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Var45059	numeric	337 unique values 0 missing
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Var45571	numeric	316 unique values 0 missing
Var45827	numeric	354 unique values 0 missing
Var46083	numeric	357 unique values 0 missing
Var46339	numeric	335 unique values 0 missing
Var46595	numeric	329 unique values 0 missing
Var46851	numeric	307 unique values 0 missing
Var47107	numeric	340 unique values 0 missing
Var47363	numeric	326 unique values 0 missing
Var47619	numeric	309 unique values 0 missing
Var47875	numeric	338 unique values 0 missing
Var48131	numeric	317 unique values 0 missing
Var48387	numeric	339 unique values 0 missing
Var48643	numeric	361 unique values 0 missing
Var48899	numeric	307 unique values 0 missing
Var49155	numeric	310 unique values 0 missing
Var49411	numeric	348 unique values 0 missing
Var49667	numeric	352 unique values 0 missing
Var49923	numeric	324 unique values 0 missing
Var50179	numeric	297 unique values 0 missing
Var50435	numeric	292 unique values 0 missing
Var50691	numeric	341 unique values 0 missing
Var50947	numeric	320 unique values 0 missing
Var51203	numeric	325 unique values 0 missing
Var51459	numeric	358 unique values 0 missing
Var51715	numeric	337 unique values 0 missing
Var51971	numeric	357 unique values 0 missing
Var52227	numeric	323 unique values 0 missing
Var52483	numeric	348 unique values 0 missing
Var52739	numeric	331 unique values 0 missing
Var52995	numeric	315 unique values 0 missing
Var53251	numeric	336 unique values 0 missing
Var53507	numeric	272 unique values 0 missing
Var53763	numeric	347 unique values 0 missing
Var54019	numeric	331 unique values 0 missing
Var54275	numeric	334 unique values 0 missing
Var54531	numeric	351 unique values 0 missing
Var4	numeric	333 unique values 0 missing
Var260	numeric	271 unique values 0 missing
Var516	numeric	306 unique values 0 missing
Var772	numeric	305 unique values 0 missing
Var1028	numeric	314 unique values 0 missing
Var1284	numeric	357 unique values 0 missing
Var1540	numeric	319 unique values 0 missing
Var1796	numeric	295 unique values 0 missing
Var2052	numeric	299 unique values 0 missing
Var2308	numeric	337 unique values 0 missing
Var2564	numeric	336 unique values 0 missing
Var2820	numeric	353 unique values 0 missing
Var3076	numeric	330 unique values 0 missing
Var3332	numeric	347 unique values 0 missing
Var3588	numeric	325 unique values 0 missing
Var3844	numeric	347 unique values 0 missing
Var4100	numeric	277 unique values 0 missing
Var4356	numeric	309 unique values 0 missing
Var4612	numeric	344 unique values 0 missing
Var4868	numeric	329 unique values 0 missing
Var5124	numeric	345 unique values 0 missing
Var5380	numeric	316 unique values 0 missing
Var5636	numeric	315 unique values 0 missing
Var5892	numeric	340 unique values 0 missing
Var6148	numeric	316 unique values 0 missing
Var6404	numeric	295 unique values 0 missing
Var6660	numeric	305 unique values 0 missing
Var6916	numeric	301 unique values 0 missing
Var7172	numeric	343 unique values 0 missing
Var7428	numeric	356 unique values 0 missing
Var7684	numeric	325 unique values 0 missing
Var7940	numeric	344 unique values 0 missing
Var8196	numeric	341 unique values 0 missing
Var8452	numeric	326 unique values 0 missing
Var8708	numeric	359 unique values 0 missing
Var8964	numeric	300 unique values 0 missing
Var9220	numeric	347 unique values 0 missing
Var9476	numeric	338 unique values 0 missing
Var9732	numeric	345 unique values 0 missing
Var9988	numeric	337 unique values 0 missing
Var10244	numeric	345 unique values 0 missing
Var10500	numeric	325 unique values 0 missing
Var10756	numeric	325 unique values 0 missing
Var11012	numeric	333 unique values 0 missing
Var11268	numeric	292 unique values 0 missing
Var11524	numeric	323 unique values 0 missing
Var11780	numeric	340 unique values 0 missing
Var12036	numeric	344 unique values 0 missing
Var12292	numeric	324 unique values 0 missing
Var12548	numeric	303 unique values 0 missing
Var12804	numeric	302 unique values 0 missing
Var13060	numeric	314 unique values 0 missing
Var13316	numeric	340 unique values 0 missing
Var13572	numeric	335 unique values 0 missing
Var13828	numeric	341 unique values 0 missing
Var14084	numeric	301 unique values 0 missing
Var14340	numeric	323 unique values 0 missing
Var14596	numeric	331 unique values 0 missing
Var14852	numeric	337 unique values 0 missing
Var15108	numeric	331 unique values 0 missing
Var15364	numeric	352 unique values 0 missing
Var15620	numeric	340 unique values 0 missing
Var15876	numeric	346 unique values 0 missing
Var16132	numeric	311 unique values 0 missing
Var16388	numeric	313 unique values 0 missing
Var16644	numeric	332 unique values 0 missing
Var16900	numeric	344 unique values 0 missing
Var17156	numeric	279 unique values 0 missing
Var17412	numeric	325 unique values 0 missing
Var17668	numeric	332 unique values 0 missing
Var17924	numeric	307 unique values 0 missing
Var18180	numeric	347 unique values 0 missing
Var18436	numeric	336 unique values 0 missing
Var18692	numeric	310 unique values 0 missing
Var18948	numeric	317 unique values 0 missing
Var19204	numeric	325 unique values 0 missing
Var19460	numeric	335 unique values 0 missing
Var19716	numeric	298 unique values 0 missing
Var19972	numeric	313 unique values 0 missing
Var20228	numeric	336 unique values 0 missing
Var20484	numeric	329 unique values 0 missing
Var20740	numeric	332 unique values 0 missing
Var20996	numeric	293 unique values 0 missing
Var21252	numeric	344 unique values 0 missing
Var21508	numeric	334 unique values 0 missing
Var21764	numeric	356 unique values 0 missing
Var22020	numeric	307 unique values 0 missing
Var22276	numeric	318 unique values 0 missing
Var22532	numeric	352 unique values 0 missing
Var22788	numeric	313 unique values 0 missing
Var23044	numeric	336 unique values 0 missing
Var23300	numeric	297 unique values 0 missing
Var23556	numeric	294 unique values 0 missing
Var23812	numeric	337 unique values 0 missing
Var24068	numeric	333 unique values 0 missing
Var24324	numeric	283 unique values 0 missing
Var24580	numeric	309 unique values 0 missing
Var24836	numeric	304 unique values 0 missing
Var25092	numeric	308 unique values 0 missing
Var25348	numeric	338 unique values 0 missing
Var25604	numeric	295 unique values 0 missing
Var25860	numeric	316 unique values 0 missing
Var26116	numeric	330 unique values 0 missing
Var26372	numeric	342 unique values 0 missing
Var26628	numeric	335 unique values 0 missing
Var26884	numeric	350 unique values 0 missing
Var27140	numeric	358 unique values 0 missing
Var27396	numeric	287 unique values 0 missing
Var27652	numeric	310 unique values 0 missing
Var27908	numeric	300 unique values 0 missing
Var28164	numeric	337 unique values 0 missing
Var28420	numeric	345 unique values 0 missing
Var28676	numeric	346 unique values 0 missing
Var28932	numeric	326 unique values 0 missing
Var29188	numeric	325 unique values 0 missing
Var29444	numeric	330 unique values 0 missing
Var29700	numeric	329 unique values 0 missing
Var29956	numeric	351 unique values 0 missing
Var30212	numeric	306 unique values 0 missing
Var30468	numeric	347 unique values 0 missing
Var30724	numeric	352 unique values 0 missing
Var30980	numeric	313 unique values 0 missing
Var31236	numeric	345 unique values 0 missing
Var31492	numeric	343 unique values 0 missing
Var31748	numeric	321 unique values 0 missing
Var32004	numeric	305 unique values 0 missing
Var32260	numeric	311 unique values 0 missing
Var32516	numeric	345 unique values 0 missing
Var32772	numeric	324 unique values 0 missing
Var33028	numeric	329 unique values 0 missing
Var33284	numeric	302 unique values 0 missing
Var33540	numeric	345 unique values 0 missing
Var33796	numeric	318 unique values 0 missing
Var34052	numeric	319 unique values 0 missing
Var34308	numeric	350 unique values 0 missing
Var34564	numeric	317 unique values 0 missing
Var34820	numeric	302 unique values 0 missing
Var35076	numeric	326 unique values 0 missing
Var35332	numeric	311 unique values 0 missing
Var35588	numeric	315 unique values 0 missing
Var35844	numeric	322 unique values 0 missing
Var36100	numeric	341 unique values 0 missing
Var36356	numeric	343 unique values 0 missing
Var36612	numeric	308 unique values 0 missing
Var36868	numeric	323 unique values 0 missing
Var37124	numeric	330 unique values 0 missing
Var37380	numeric	296 unique values 0 missing
Var37636	numeric	341 unique values 0 missing
Var37892	numeric	344 unique values 0 missing
Var38148	numeric	299 unique values 0 missing
Var38404	numeric	328 unique values 0 missing
Var38660	numeric	351 unique values 0 missing
Var38916	numeric	339 unique values 0 missing
Var39172	numeric	328 unique values 0 missing
Var39428	numeric	316 unique values 0 missing
Var39684	numeric	342 unique values 0 missing
Var39940	numeric	342 unique values 0 missing
Var40196	numeric	344 unique values 0 missing
Var40452	numeric	305 unique values 0 missing
Var40708	numeric	345 unique values 0 missing
Var40964	numeric	323 unique values 0 missing
Var41220	numeric	330 unique values 0 missing
Var41476	numeric	343 unique values 0 missing
Var41732	numeric	334 unique values 0 missing
Var41988	numeric	306 unique values 0 missing
Var42244	numeric	332 unique values 0 missing
Var42500	numeric	337 unique values 0 missing
Var42756	numeric	307 unique values 0 missing
Var43012	numeric	332 unique values 0 missing
Var43268	numeric	301 unique values 0 missing
Var43524	numeric	337 unique values 0 missing
Var43780	numeric	290 unique values 0 missing
Var44036	numeric	318 unique values 0 missing
Var44292	numeric	321 unique values 0 missing
Var44548	numeric	306 unique values 0 missing
Var44804	numeric	327 unique values 0 missing
Var45060	numeric	349 unique values 0 missing
Var45316	numeric	300 unique values 0 missing
Var45572	numeric	329 unique values 0 missing
Var45828	numeric	330 unique values 0 missing
Var46084	numeric	292 unique values 0 missing
Var46340	numeric	322 unique values 0 missing
Var46596	numeric	341 unique values 0 missing
Var46852	numeric	329 unique values 0 missing
Var47108	numeric	304 unique values 0 missing
Var47364	numeric	360 unique values 0 missing
Var47620	numeric	318 unique values 0 missing
Var47876	numeric	330 unique values 0 missing
Var48132	numeric	348 unique values 0 missing
Var48388	numeric	333 unique values 0 missing
Var48644	numeric	320 unique values 0 missing
Var48900	numeric	345 unique values 0 missing
Var49156	numeric	322 unique values 0 missing
Var49412	numeric	312 unique values 0 missing
Var49668	numeric	326 unique values 0 missing
Var49924	numeric	318 unique values 0 missing
Var50180	numeric	332 unique values 0 missing
Var50436	numeric	308 unique values 0 missing
Var50692	numeric	352 unique values 0 missing
Var50948	numeric	327 unique values 0 missing
Var51204	numeric	321 unique values 0 missing
Var51460	numeric	316 unique values 0 missing
Var51716	numeric	332 unique values 0 missing
Var51972	numeric	360 unique values 0 missing
Var52228	numeric	297 unique values 0 missing
Var52484	numeric	288 unique values 0 missing
Var52740	numeric	319 unique values 0 missing
Var52996	numeric	318 unique values 0 missing
Var53252	numeric	309 unique values 0 missing
Var53508	numeric	315 unique values 0 missing
Var53764	numeric	328 unique values 0 missing
Var54020	numeric	319 unique values 0 missing
Var54276	numeric	341 unique values 0 missing
Var54532	numeric	349 unique values 0 missing
Var5	numeric	276 unique values 0 missing
Var261	numeric	335 unique values 0 missing
Var517	numeric	338 unique values 0 missing
Var773	numeric	321 unique values 0 missing
Var1029	numeric	358 unique values 0 missing
Var1285	numeric	336 unique values 0 missing
Var1541	numeric	323 unique values 0 missing
Var1797	numeric	341 unique values 0 missing
Var2053	numeric	312 unique values 0 missing
Var2309	numeric	308 unique values 0 missing
Var2565	numeric	327 unique values 0 missing
Var2821	numeric	320 unique values 0 missing
Var3077	numeric	332 unique values 0 missing
Var3333	numeric	317 unique values 0 missing
Var3589	numeric	305 unique values 0 missing
Var3845	numeric	305 unique values 0 missing
Var4101	numeric	331 unique values 0 missing
Var4357	numeric	282 unique values 0 missing
Var4613	numeric	328 unique values 0 missing
Var4869	numeric	335 unique values 0 missing
Var5125	numeric	309 unique values 0 missing
Var5381	numeric	305 unique values 0 missing
Var5637	numeric	310 unique values 0 missing
Var5893	numeric	333 unique values 0 missing
Var6149	numeric	323 unique values 0 missing
Var6405	numeric	290 unique values 0 missing
Var6661	numeric	288 unique values 0 missing
Var6917	numeric	300 unique values 0 missing
Var7173	numeric	297 unique values 0 missing
Var7429	numeric	292 unique values 0 missing
Var7685	numeric	298 unique values 0 missing
Var7941	numeric	319 unique values 0 missing
Var8197	numeric	326 unique values 0 missing
Var8453	numeric	298 unique values 0 missing
Var8709	numeric	346 unique values 0 missing
Var8965	numeric	346 unique values 0 missing
Var9221	numeric	350 unique values 0 missing
Var9477	numeric	300 unique values 0 missing
Var9733	numeric	268 unique values 0 missing
Var9989	numeric	332 unique values 0 missing
Var10245	numeric	320 unique values 0 missing
Var10501	numeric	348 unique values 0 missing
Var10757	numeric	322 unique values 0 missing
Var11013	numeric	317 unique values 0 missing
Var11269	numeric	337 unique values 0 missing
Var11525	numeric	341 unique values 0 missing
Var11781	numeric	330 unique values 0 missing
Var12037	numeric	349 unique values 0 missing
Var12293	numeric	316 unique values 0 missing
Var12549	numeric	320 unique values 0 missing
Var12805	numeric	309 unique values 0 missing
Var13061	numeric	310 unique values 0 missing
Var13317	numeric	326 unique values 0 missing
Var13573	numeric	322 unique values 0 missing
Var13829	numeric	335 unique values 0 missing
Var14085	numeric	327 unique values 0 missing
Var14341	numeric	349 unique values 0 missing
Var14597	numeric	332 unique values 0 missing
Var14853	numeric	338 unique values 0 missing
Var15109	numeric	325 unique values 0 missing
Var15365	numeric	335 unique values 0 missing
Var15621	numeric	306 unique values 0 missing
Var15877	numeric	334 unique values 0 missing
Var16133	numeric	323 unique values 0 missing
Var16389	numeric	323 unique values 0 missing
Var16645	numeric	323 unique values 0 missing
Var16901	numeric	324 unique values 0 missing
Var17157	numeric	338 unique values 0 missing
Var17413	numeric	334 unique values 0 missing
Var17669	numeric	312 unique values 0 missing
Var17925	numeric	339 unique values 0 missing
Var18181	numeric	318 unique values 0 missing
Var18437	numeric	295 unique values 0 missing
Var18693	numeric	319 unique values 0 missing
Var18949	numeric	334 unique values 0 missing
Var19205	numeric	347 unique values 0 missing
Var19461	numeric	308 unique values 0 missing
Var19717	numeric	304 unique values 0 missing
Var19973	numeric	343 unique values 0 missing
Var20229	numeric	336 unique values 0 missing
Var20485	numeric	336 unique values 0 missing
Var20741	numeric	328 unique values 0 missing
Var20997	numeric	349 unique values 0 missing
Var21253	numeric	336 unique values 0 missing
Var21509	numeric	329 unique values 0 missing
Var21765	numeric	332 unique values 0 missing
Var22021	numeric	336 unique values 0 missing
Var22277	numeric	353 unique values 0 missing
Var22533	numeric	323 unique values 0 missing
Var22789	numeric	331 unique values 0 missing
Var23045	numeric	272 unique values 0 missing
Var23301	numeric	344 unique values 0 missing
Var23557	numeric	312 unique values 0 missing
Var23813	numeric	348 unique values 0 missing
Var24069	numeric	289 unique values 0 missing
Var24325	numeric	296 unique values 0 missing
Var24581	numeric	296 unique values 0 missing
Var24837	numeric	338 unique values 0 missing
Var25093	numeric	313 unique values 0 missing
Var25349	numeric	301 unique values 0 missing
Var25605	numeric	301 unique values 0 missing
Var25861	numeric	337 unique values 0 missing
Var26117	numeric	316 unique values 0 missing
Var26373	numeric	332 unique values 0 missing
Var26629	numeric	322 unique values 0 missing
Var26885	numeric	330 unique values 0 missing
Var27141	numeric	331 unique values 0 missing
Var27397	numeric	323 unique values 0 missing
Var27653	numeric	343 unique values 0 missing
Var27909	numeric	338 unique values 0 missing
Var28165	numeric	332 unique values 0 missing
Var28421	numeric	305 unique values 0 missing
Var28677	numeric	309 unique values 0 missing
Var28933	numeric	313 unique values 0 missing
Var29189	numeric	317 unique values 0 missing
Var29445	numeric	277 unique values 0 missing
Var29701	numeric	322 unique values 0 missing
Var29957	numeric	323 unique values 0 missing
Var30213	numeric	352 unique values 0 missing
Var30469	numeric	330 unique values 0 missing
Var30725	numeric	324 unique values 0 missing
Var30981	numeric	348 unique values 0 missing
Var31237	numeric	329 unique values 0 missing
Var31493	numeric	330 unique values 0 missing
Var31749	numeric	338 unique values 0 missing
Var32005	numeric	338 unique values 0 missing
Var32261	numeric	327 unique values 0 missing
Var32517	numeric	322 unique values 0 missing
Var32773	numeric	330 unique values 0 missing
Var33029	numeric	351 unique values 0 missing
Var33285	numeric	347 unique values 0 missing
Var33541	numeric	310 unique values 0 missing
Var33797	numeric	296 unique values 0 missing
Var34053	numeric	300 unique values 0 missing
Var34309	numeric	340 unique values 0 missing
Var34565	numeric	359 unique values 0 missing
Var34821	numeric	329 unique values 0 missing
Var35077	numeric	307 unique values 0 missing
Var35333	numeric	359 unique values 0 missing
Var35589	numeric	343 unique values 0 missing
Var35845	numeric	346 unique values 0 missing
Var36101	numeric	300 unique values 0 missing
Var36357	numeric	300 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

383

Number of instances (rows) of the dataset.

NumberOfFeatures

54676

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

54675

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile3MutualInformation

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

CfsSubsetEval_DecisionStumpErrRate

0.37

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

RandomTreeDepth2ErrRate

0.51

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

J48.00001.Kappa

0.59

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

Percentage of nominal attributes.

Quartile3SkewnessOfNumericAtts

0.45

Third quartile of skewness among attributes of the numeric type.

CfsSubsetEval_DecisionStumpKappa

0.54

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

RandomTreeDepth2Kappa

0.35

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

J48.0001.AUC

0.81

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

MeanKurtosisOfNumericAtts

1.8

Mean kurtosis among attributes of the numeric type.

NaiveBayesAUC

0.81

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

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3StdDevOfNumericAtts

0.47

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

CfsSubsetEval_NaiveBayesAUC

0.79

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

0.68

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

J48.0001.ErrRate

0.33

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

MeanMeansOfNumericAtts

2.22

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

0.27

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

Quartile1KurtosisOfNumericAtts

0.02

First quartile of kurtosis among attributes of the numeric type.

REPTreeDepth1AUC

0.83

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

CfsSubsetEval_NaiveBayesErrRate

0.37

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

0.51

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

J48.0001.Kappa

0.59

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

0.64

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

Quartile1MeansOfNumericAtts

1.55

First quartile of means among attributes of the numeric type.

REPTreeDepth1ErrRate

0.35

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

CfsSubsetEval_NaiveBayesKappa

0.54

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

0.35

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

J48.001.AUC

0.81

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.

REPTreeDepth1Kappa

0.54

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

CfsSubsetEval_kNN1NAUC

0.79

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

0.33

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

-0.58

First quartile of skewness among attributes of the numeric type.

REPTreeDepth2AUC

0.83

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

CfsSubsetEval_kNN1NErrRate

0.37

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

0.92

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

J48.001.Kappa

0.59

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

MeanSkewnessOfNumericAtts

-0.02

Mean skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.28

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

REPTreeDepth2ErrRate

0.35

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

CfsSubsetEval_kNN1NKappa

0.54

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

0.13

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

MajorityClassPercentage

40.47

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

0.41

Mean standard deviation of attributes of the numeric type.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Quartile2KurtosisOfNumericAtts

0.88

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

REPTreeDepth2Kappa

0.54

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

ClassEntropy

2.69

Entropy of the target attribute values.

kNN1NKappa

0.83

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

MajorityClassSize

155

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2MeansOfNumericAtts

2.13

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

REPTreeDepth3AUC

0.83

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

DecisionStumpAUC

0.69

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.82

Minimum kurtosis among attributes of the numeric type.

Quartile2MutualInformation

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

REPTreeDepth3ErrRate

0.35

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

DecisionStumpErrRate

0.5

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

MaxKurtosisOfNumericAtts

112.61

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

0.26

Minimum of means among attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

-0.12

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

REPTreeDepth3Kappa

0.54

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

DecisionStumpKappa

0.23

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

MaxMeansOfNumericAtts

5.3

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

Quartile2StdDevOfNumericAtts

0.37

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

RandomTreeDepth1AUC

0.68

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

Dimensionality

142.76

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.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

RandomTreeDepth1ErrRate

0.51

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

-7.14

Minimum skewness among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3KurtosisOfNumericAtts

2.31

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

0.2

Average class difference between consecutive instances.

RandomTreeDepth1Kappa

0.35

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

J48.00001.AUC

0.81

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

MaxSkewnessOfNumericAtts

8.32

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.12

Minimum standard deviation of attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3MeansOfNumericAtts

2.81

Third quartile of means among attributes of the numeric type.

CfsSubsetEval_DecisionStumpAUC

0.79

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

RandomTreeDepth2AUC

0.68

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

J48.00001.ErrRate

0.33

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

MaxStdDevOfNumericAtts

2.03

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

4.18

Percentage of instances belonging to the least frequent class.