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real-sim

active Sparse_ARFF Publicly available Visibility: public Uploaded 02-06-2015 by Farooq Zuberi
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Help us complete this description Edit

Author: A. McCallum libSVM","AAD group Source: [original](http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html) - Date unknown Please cite: #Dataset from the LIBSVM data repository. Preprocessing: Vikas Sindhwani for the SVMlin project.

20959 features

class (target)	numeric	2 unique values 0 missing
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att_3329	numeric	32 unique values 0 missing
att_3585	numeric	70 unique values 0 missing
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att_4353	numeric	225 unique values 0 missing
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att_6401	numeric	199 unique values 0 missing
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att_18695	numeric	31 unique values 0 missing
att_18951	numeric	14 unique values 0 missing
att_19207	numeric	63 unique values 0 missing
att_19463	numeric	13 unique values 0 missing
att_19719	numeric	15 unique values 0 missing
att_19975	numeric	330 unique values 0 missing
att_20231	numeric	21 unique values 0 missing
att_20487	numeric	68 unique values 0 missing
att_20743	numeric	57 unique values 0 missing
att_8	numeric	2476 unique values 0 missing
att_264	numeric	831 unique values 0 missing
att_520	numeric	291 unique values 0 missing
att_776	numeric	528 unique values 0 missing
att_1032	numeric	1992 unique values 0 missing
att_1288	numeric	143 unique values 0 missing
att_1544	numeric	124 unique values 0 missing
att_1800	numeric	45 unique values 0 missing
att_2056	numeric	4229 unique values 0 missing
att_2312	numeric	360 unique values 0 missing
att_2568	numeric	101 unique values 0 missing
att_2824	numeric	29 unique values 0 missing
att_3080	numeric	162 unique values 0 missing
att_3336	numeric	48 unique values 0 missing
att_3592	numeric	33 unique values 0 missing
att_3848	numeric	25 unique values 0 missing
att_4104	numeric	58 unique values 0 missing
att_4360	numeric	50 unique values 0 missing
att_4616	numeric	617 unique values 0 missing
att_4872	numeric	849 unique values 0 missing
att_5128	numeric	51 unique values 0 missing
att_5384	numeric	14 unique values 0 missing
att_5640	numeric	429 unique values 0 missing
att_5896	numeric	36 unique values 0 missing
att_6152	numeric	12 unique values 0 missing
att_6408	numeric	18 unique values 0 missing
att_6664	numeric	96 unique values 0 missing
att_6920	numeric	62 unique values 0 missing
att_7176	numeric	75 unique values 0 missing
att_7432	numeric	18 unique values 0 missing
att_7688	numeric	106 unique values 0 missing
att_7944	numeric	12 unique values 0 missing
att_8200	numeric	23 unique values 0 missing
att_8456	numeric	16 unique values 0 missing
att_8712	numeric	21 unique values 0 missing
att_8968	numeric	8 unique values 0 missing
att_9224	numeric	16 unique values 0 missing
att_9480	numeric	18 unique values 0 missing
att_9736	numeric	79 unique values 0 missing
att_9992	numeric	25 unique values 0 missing
att_10248	numeric	16 unique values 0 missing
att_10504	numeric	43 unique values 0 missing
att_10760	numeric	21 unique values 0 missing
att_11016	numeric	14 unique values 0 missing
att_11272	numeric	240 unique values 0 missing
att_11528	numeric	13 unique values 0 missing
att_11784	numeric	18 unique values 0 missing
att_12040	numeric	97 unique values 0 missing
att_12296	numeric	12 unique values 0 missing
att_12552	numeric	45 unique values 0 missing
att_12808	numeric	16 unique values 0 missing
att_13064	numeric	29 unique values 0 missing
att_13320	numeric	80 unique values 0 missing
att_13576	numeric	166 unique values 0 missing
att_13832	numeric	12 unique values 0 missing
att_14088	numeric	1779 unique values 0 missing
att_14344	numeric	51 unique values 0 missing
att_14600	numeric	29 unique values 0 missing
att_14856	numeric	13 unique values 0 missing
att_15112	numeric	126 unique values 0 missing
att_15368	numeric	47 unique values 0 missing
att_15624	numeric	43 unique values 0 missing
att_15880	numeric	16 unique values 0 missing
att_16136	numeric	28 unique values 0 missing
att_16392	numeric	26 unique values 0 missing
att_16648	numeric	65 unique values 0 missing
att_16904	numeric	64 unique values 0 missing
att_17160	numeric	84 unique values 0 missing
att_17416	numeric	30 unique values 0 missing
att_17672	numeric	90 unique values 0 missing
att_17928	numeric	16 unique values 0 missing
att_18184	numeric	23 unique values 0 missing
att_18440	numeric	65 unique values 0 missing
att_18696	numeric	31 unique values 0 missing
att_18952	numeric	14 unique values 0 missing
att_19208	numeric	59 unique values 0 missing
att_19464	numeric	13 unique values 0 missing
att_19720	numeric	15 unique values 0 missing
att_19976	numeric	276 unique values 0 missing
att_20232	numeric	22 unique values 0 missing
att_20488	numeric	93 unique values 0 missing
att_20744	numeric	113 unique values 0 missing
att_9	numeric	6861 unique values 0 missing
att_265	numeric	862 unique values 0 missing
att_521	numeric	304 unique values 0 missing
att_777	numeric	322 unique values 0 missing
att_1033	numeric	204 unique values 0 missing
att_1289	numeric	613 unique values 0 missing
att_1545	numeric	170 unique values 0 missing
att_1801	numeric	46 unique values 0 missing
att_2057	numeric	125 unique values 0 missing
att_2313	numeric	853 unique values 0 missing
att_2569	numeric	5572 unique values 0 missing
att_2825	numeric	29 unique values 0 missing
att_3081	numeric	247 unique values 0 missing
att_3337	numeric	257 unique values 0 missing
att_3593	numeric	33 unique values 0 missing
att_3849	numeric	19 unique values 0 missing
att_4105	numeric	59 unique values 0 missing
att_4361	numeric	55 unique values 0 missing
att_4617	numeric	90 unique values 0 missing
att_4873	numeric	66 unique values 0 missing
att_5129	numeric	44 unique values 0 missing
att_5385	numeric	14 unique values 0 missing
att_5641	numeric	234 unique values 0 missing
att_5897	numeric	42 unique values 0 missing
att_6153	numeric	12 unique values 0 missing
att_6409	numeric	18 unique values 0 missing
att_6665	numeric	29 unique values 0 missing
att_6921	numeric	60 unique values 0 missing
att_7177	numeric	142 unique values 0 missing
att_7433	numeric	18 unique values 0 missing
att_7689	numeric	9 unique values 0 missing
att_7945	numeric	56 unique values 0 missing
att_8201	numeric	22 unique values 0 missing
att_8457	numeric	16 unique values 0 missing
att_8713	numeric	21 unique values 0 missing
att_8969	numeric	8 unique values 0 missing
att_9225	numeric	16 unique values 0 missing
att_9481	numeric	18 unique values 0 missing
att_9737	numeric	193 unique values 0 missing
att_9993	numeric	26 unique values 0 missing
att_10249	numeric	16 unique values 0 missing
att_10505	numeric	43 unique values 0 missing
att_10761	numeric	21 unique values 0 missing
att_11017	numeric	14 unique values 0 missing
att_11273	numeric	234 unique values 0 missing
att_11529	numeric	13 unique values 0 missing
att_11785	numeric	71 unique values 0 missing
att_12041	numeric	1023 unique values 0 missing
att_12297	numeric	12 unique values 0 missing
att_12553	numeric	300 unique values 0 missing
att_12809	numeric	17 unique values 0 missing
att_13065	numeric	29 unique values 0 missing
att_13321	numeric	84 unique values 0 missing
att_13577	numeric	211 unique values 0 missing
att_13833	numeric	11 unique values 0 missing
att_14089	numeric	222 unique values 0 missing
att_14345	numeric	49 unique values 0 missing
att_14601	numeric	33 unique values 0 missing
att_14857	numeric	13 unique values 0 missing
att_15113	numeric	106 unique values 0 missing
att_15369	numeric	242 unique values 0 missing
att_15625	numeric	79 unique values 0 missing
att_15881	numeric	16 unique values 0 missing
att_16137	numeric	28 unique values 0 missing
att_16393	numeric	22 unique values 0 missing
att_16649	numeric	189 unique values 0 missing
att_16905	numeric	43 unique values 0 missing
att_17161	numeric	87 unique values 0 missing
att_17417	numeric	31 unique values 0 missing
att_17673	numeric	26 unique values 0 missing
att_17929	numeric	16 unique values 0 missing
att_18185	numeric	21 unique values 0 missing
att_18441	numeric	69 unique values 0 missing
att_18697	numeric	31 unique values 0 missing
att_18953	numeric	14 unique values 0 missing
att_19209	numeric	63 unique values 0 missing
att_19465	numeric	13 unique values 0 missing
att_19721	numeric	15 unique values 0 missing
att_19977	numeric	67 unique values 0 missing
att_20233	numeric	22 unique values 0 missing
att_20489	numeric	23 unique values 0 missing
att_20745	numeric	97 unique values 0 missing
att_10	numeric	2316 unique values 0 missing
att_266	numeric	322 unique values 0 missing
att_522	numeric	161 unique values 0 missing
att_778	numeric	2181 unique values 0 missing
att_1034	numeric	1906 unique values 0 missing
att_1290	numeric	198 unique values 0 missing
att_1546	numeric	165 unique values 0 missing
att_1802	numeric	46 unique values 0 missing
att_2058	numeric	126 unique values 0 missing
att_2314	numeric	82 unique values 0 missing
att_2570	numeric	125 unique values 0 missing
att_2826	numeric	29 unique values 0 missing
att_3082	numeric	921 unique values 0 missing
att_3338	numeric	490 unique values 0 missing
att_3594	numeric	49 unique values 0 missing
att_3850	numeric	25 unique values 0 missing
att_4106	numeric	59 unique values 0 missing
att_4362	numeric	55 unique values 0 missing
att_4618	numeric	542 unique values 0 missing
att_4874	numeric	179 unique values 0 missing
att_5130	numeric	674 unique values 0 missing
att_5386	numeric	14 unique values 0 missing
att_5642	numeric	14 unique values 0 missing
att_5898	numeric	177 unique values 0 missing
att_6154	numeric	12 unique values 0 missing
att_6410	numeric	18 unique values 0 missing
att_6666	numeric	29 unique values 0 missing
att_6922	numeric	59 unique values 0 missing
att_7178	numeric	157 unique values 0 missing
att_7434	numeric	18 unique values 0 missing
att_7690	numeric	15 unique values 0 missing
att_7946	numeric	56 unique values 0 missing
att_8202	numeric	10 unique values 0 missing
att_8458	numeric	16 unique values 0 missing
att_8714	numeric	21 unique values 0 missing
att_8970	numeric	20 unique values 0 missing
att_9226	numeric	17 unique values 0 missing
att_9482	numeric	18 unique values 0 missing
att_9738	numeric	94 unique values 0 missing
att_9994	numeric	26 unique values 0 missing
att_10250	numeric	16 unique values 0 missing
att_10506	numeric	55 unique values 0 missing
att_10762	numeric	23 unique values 0 missing
att_11018	numeric	14 unique values 0 missing
att_11274	numeric	49 unique values 0 missing
att_11530	numeric	13 unique values 0 missing
att_11786	numeric	60 unique values 0 missing
att_12042	numeric	12 unique values 0 missing
att_12298	numeric	12 unique values 0 missing
att_12554	numeric	129 unique values 0 missing
att_12810	numeric	314 unique values 0 missing
att_13066	numeric	29 unique values 0 missing
att_13322	numeric	83 unique values 0 missing
att_13578	numeric	79 unique values 0 missing
att_13834	numeric	12 unique values 0 missing
att_14090	numeric	101 unique values 0 missing
att_14346	numeric	50 unique values 0 missing
att_14602	numeric	33 unique values 0 missing
att_14858	numeric	12 unique values 0 missing
att_15114	numeric	56 unique values 0 missing
att_15370	numeric	86 unique values 0 missing
att_15626	numeric	81 unique values 0 missing
att_15882	numeric	15 unique values 0 missing
att_16138	numeric	28 unique values 0 missing
att_16394	numeric	26 unique values 0 missing
att_16650	numeric	75 unique values 0 missing
att_16906	numeric	42 unique values 0 missing
att_17162	numeric	219 unique values 0 missing
att_17418	numeric	29 unique values 0 missing
att_17674	numeric	26 unique values 0 missing
att_17930	numeric	16 unique values 0 missing
att_18186	numeric	23 unique values 0 missing
att_18442	numeric	221 unique values 0 missing
att_18698	numeric	31 unique values 0 missing
att_18954	numeric	14 unique values 0 missing
att_19210	numeric	61 unique values 0 missing
att_19466	numeric	13 unique values 0 missing
att_19722	numeric	15 unique values 0 missing
att_19978	numeric	65 unique values 0 missing
att_20234	numeric	22 unique values 0 missing
att_20490	numeric	29 unique values 0 missing
att_20746	numeric	291 unique values 0 missing
att_11	numeric	6843 unique values 0 missing
att_267	numeric	380 unique values 0 missing
att_523	numeric	360 unique values 0 missing
att_779	numeric	572 unique values 0 missing
att_1035	numeric	177 unique values 0 missing
att_1291	numeric	203 unique values 0 missing
att_1547	numeric	170 unique values 0 missing
att_1803	numeric	46 unique values 0 missing
att_2059	numeric	126 unique values 0 missing
att_2315	numeric	55 unique values 0 missing
att_2571	numeric	53 unique values 0 missing
att_2827	numeric	29 unique values 0 missing
att_3083	numeric	150 unique values 0 missing
att_3339	numeric	43 unique values 0 missing
att_3595	numeric	55 unique values 0 missing
att_3851	numeric	25 unique values 0 missing
att_4107	numeric	56 unique values 0 missing
att_4363	numeric	55 unique values 0 missing
att_4619	numeric	331 unique values 0 missing
att_4875	numeric	151 unique values 0 missing
att_5131	numeric	94 unique values 0 missing
att_5387	numeric	14 unique values 0 missing
att_5643	numeric	20 unique values 0 missing
att_5899	numeric	444 unique values 0 missing
att_6155	numeric	12 unique values 0 missing
att_6411	numeric	15 unique values 0 missing
att_6667	numeric	28 unique values 0 missing
att_6923	numeric	477 unique values 0 missing
att_7179	numeric	151 unique values 0 missing
att_7435	numeric	17 unique values 0 missing
att_7691	numeric	15 unique values 0 missing
att_7947	numeric	56 unique values 0 missing
att_8203	numeric	23 unique values 0 missing
att_8459	numeric	16 unique values 0 missing
att_8715	numeric	21 unique values 0 missing
att_8971	numeric	16 unique values 0 missing
att_9227	numeric	17 unique values 0 missing
att_9483	numeric	18 unique values 0 missing
att_9739	numeric	120 unique values 0 missing
att_9995	numeric	24 unique values 0 missing
att_10251	numeric	16 unique values 0 missing
att_10507	numeric	54 unique values 0 missing
att_10763	numeric	22 unique values 0 missing
att_11019	numeric	13 unique values 0 missing
att_11275	numeric	50 unique values 0 missing
att_11531	numeric	13 unique values 0 missing
att_11787	numeric	63 unique values 0 missing
att_12043	numeric	12 unique values 0 missing
att_12299	numeric	11 unique values 0 missing
att_12555	numeric	98 unique values 0 missing
att_12811	numeric	263 unique values 0 missing
att_13067	numeric	29 unique values 0 missing
att_13323	numeric	430 unique values 0 missing
att_13579	numeric	86 unique values 0 missing
att_13835	numeric	12 unique values 0 missing
att_14091	numeric	195 unique values 0 missing
att_14347	numeric	47 unique values 0 missing
att_14603	numeric	33 unique values 0 missing
att_14859	numeric	13 unique values 0 missing
att_15115	numeric	44 unique values 0 missing
att_15371	numeric	222 unique values 0 missing
att_15627	numeric	639 unique values 0 missing
att_15883	numeric	16 unique values 0 missing
att_16139	numeric	24 unique values 0 missing
att_16395	numeric	26 unique values 0 missing
att_16651	numeric	50 unique values 0 missing
att_16907	numeric	43 unique values 0 missing
att_17163	numeric	70 unique values 0 missing
att_17419	numeric	126 unique values 0 missing
att_17675	numeric	26 unique values 0 missing
att_17931	numeric	16 unique values 0 missing
att_18187	numeric	141 unique values 0 missing
att_18443	numeric	140 unique values 0 missing
att_18699	numeric	31 unique values 0 missing
att_18955	numeric	14 unique values 0 missing
att_19211	numeric	197 unique values 0 missing
att_19467	numeric	13 unique values 0 missing
att_19723	numeric	15 unique values 0 missing
att_19979	numeric	36 unique values 0 missing
att_20235	numeric	22 unique values 0 missing
att_20491	numeric	20 unique values 0 missing
att_20747	numeric	32 unique values 0 missing
att_12	numeric	5940 unique values 0 missing
att_268	numeric	2189 unique values 0 missing
att_524	numeric	145 unique values 0 missing
att_780	numeric	304 unique values 0 missing
att_1036	numeric	240 unique values 0 missing
att_1292	numeric	203 unique values 0 missing
att_1548	numeric	166 unique values 0 missing
att_1804	numeric	46 unique values 0 missing
att_2060	numeric	627 unique values 0 missing
att_2316	numeric	1784 unique values 0 missing
att_2572	numeric	334 unique values 0 missing
att_2828	numeric	29 unique values 0 missing
att_3084	numeric	91 unique values 0 missing
att_3340	numeric	43 unique values 0 missing
att_3596	numeric	492 unique values 0 missing
att_3852	numeric	215 unique values 0 missing
att_4108	numeric	50 unique values 0 missing
att_4364	numeric	32 unique values 0 missing
att_4620	numeric	34 unique values 0 missing
att_4876	numeric	297 unique values 0 missing
att_5132	numeric	89 unique values 0 missing
att_5388	numeric	14 unique values 0 missing
att_5644	numeric	19 unique values 0 missing
att_5900	numeric	48 unique values 0 missing
att_6156	numeric	12 unique values 0 missing
att_6412	numeric	5 unique values 0 missing
att_6668	numeric	28 unique values 0 missing
att_6924	numeric	295 unique values 0 missing
att_7180	numeric	287 unique values 0 missing
att_7436	numeric	285 unique values 0 missing
att_7692	numeric	15 unique values 0 missing
att_7948	numeric	190 unique values 0 missing
att_8204	numeric	23 unique values 0 missing
att_8460	numeric	16 unique values 0 missing
att_8716	numeric	21 unique values 0 missing
att_8972	numeric	20 unique values 0 missing
att_9228	numeric	17 unique values 0 missing
att_9484	numeric	18 unique values 0 missing
att_9740	numeric	30 unique values 0 missing
att_9996	numeric	24 unique values 0 missing
att_10252	numeric	3 unique values 0 missing
att_10508	numeric	79 unique values 0 missing
att_10764	numeric	22 unique values 0 missing
att_11020	numeric	14 unique values 0 missing
att_11276	numeric	28 unique values 0 missing
att_11532	numeric	13 unique values 0 missing
att_11788	numeric	39 unique values 0 missing
att_12044	numeric	12 unique values 0 missing
att_12300	numeric	12 unique values 0 missing
att_12556	numeric	80 unique values 0 missing
att_12812	numeric	1455 unique values 0 missing
att_13068	numeric	276 unique values 0 missing
att_13324	numeric	45 unique values 0 missing
att_13580	numeric	82 unique values 0 missing
att_13836	numeric	7 unique values 0 missing
att_14092	numeric	116 unique values 0 missing
att_14348	numeric	91 unique values 0 missing
att_14604	numeric	33 unique values 0 missing
att_14860	numeric	5 unique values 0 missing
att_15116	numeric	55 unique values 0 missing
att_15372	numeric	233 unique values 0 missing
att_15628	numeric	511 unique values 0 missing
att_15884	numeric	16 unique values 0 missing
att_16140	numeric	28 unique values 0 missing
att_16396	numeric	26 unique values 0 missing
att_16652	numeric	49 unique values 0 missing
att_16908	numeric	43 unique values 0 missing
att_17164	numeric	67 unique values 0 missing
att_17420	numeric	190 unique values 0 missing
att_17676	numeric	22 unique values 0 missing
att_17932	numeric	16 unique values 0 missing
att_18188	numeric	26 unique values 0 missing
att_18444	numeric	1431 unique values 0 missing
att_18700	numeric	31 unique values 0 missing
att_18956	numeric	14 unique values 0 missing
att_19212	numeric	92 unique values 0 missing
att_19468	numeric	13 unique values 0 missing
att_19724	numeric	15 unique values 0 missing
att_19980	numeric	33 unique values 0 missing
att_20236	numeric	22 unique values 0 missing
att_20492	numeric	24 unique values 0 missing
att_20748	numeric	33 unique values 0 missing
att_13	numeric	6421 unique values 0 missing
att_269	numeric	253 unique values 0 missing
att_525	numeric	145 unique values 0 missing
att_781	numeric	107 unique values 0 missing
att_1037	numeric	251 unique values 0 missing
att_1293	numeric	64 unique values 0 missing
att_1549	numeric	105 unique values 0 missing
att_1805	numeric	57 unique values 0 missing
att_2061	numeric	972 unique values 0 missing
att_2317	numeric	2127 unique values 0 missing
att_2573	numeric	101 unique values 0 missing
att_2829	numeric	29 unique values 0 missing
att_3085	numeric	94 unique values 0 missing
att_3341	numeric	43 unique values 0 missing
att_3597	numeric	30 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

72309

Number of instances (rows) of the dataset.

NumberOfFeatures

20959

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

20959

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

REPTreeDepth1Kappa

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

CfsSubsetEval_kNN1NAUC

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

StdvNominalAttDistinctValues

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

J48.001.ErrRate

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

MeanNominalAttDistinctValues

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

Quartile1SkewnessOfNumericAtts

38.28

First quartile of skewness among attributes of the numeric type.

REPTreeDepth2AUC

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

CfsSubsetEval_kNN1NErrRate

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

kNN1NAUC

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

J48.001.Kappa

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

MeanSkewnessOfNumericAtts

63.22

Mean skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

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

REPTreeDepth2ErrRate

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

CfsSubsetEval_kNN1NKappa

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

kNN1NErrRate

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

0.01

Mean standard deviation of attributes of the numeric type.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

REPTreeDepth2Kappa

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

ClassEntropy

Entropy of the target attribute values.

kNN1NKappa

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2KurtosisOfNumericAtts

4509.99

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

REPTreeDepth3AUC

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

DecisionStumpAUC

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.3

Minimum kurtosis among attributes of the numeric type.

Quartile2MeansOfNumericAtts

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

REPTreeDepth3ErrRate

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

DecisionStumpErrRate

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

MaxKurtosisOfNumericAtts

71683.56

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-0.38

Minimum of means among attributes of the numeric type.

Quartile2MutualInformation

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

Quartile2SkewnessOfNumericAtts

62.69

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

REPTreeDepth3Kappa

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

DecisionStumpKappa

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

MaxMeansOfNumericAtts

0.01

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

Quartile2StdDevOfNumericAtts

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

RandomTreeDepth1AUC

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

Dimensionality

0.29

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

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

0.83

Minimum skewness among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3KurtosisOfNumericAtts

8005.14

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

Average class difference between consecutive instances.

RandomTreeDepth1Kappa

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

J48.00001.AUC

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

MaxSkewnessOfNumericAtts

267.18

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3MeansOfNumericAtts

Third quartile of means among attributes of the numeric type.

CfsSubsetEval_DecisionStumpAUC

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

RandomTreeDepth2AUC

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

J48.00001.ErrRate

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

MaxStdDevOfNumericAtts

0.92

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

PercentageOfNumericFeatures

100

Percentage of numeric attributes.

Quartile3MutualInformation

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

CfsSubsetEval_DecisionStumpErrRate

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

RandomTreeDepth2ErrRate

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

J48.00001.Kappa

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

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

PercentageOfSymbolicFeatures

Percentage of nominal attributes.

Quartile3SkewnessOfNumericAtts

84.57

Third quartile of skewness among attributes of the numeric type.

CfsSubsetEval_DecisionStumpKappa

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

RandomTreeDepth2Kappa

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

J48.0001.AUC

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

MeanKurtosisOfNumericAtts

5727.39

Mean kurtosis among attributes of the numeric type.

NaiveBayesAUC

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

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3StdDevOfNumericAtts

0.01

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

CfsSubsetEval_NaiveBayesAUC

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

RandomTreeDepth3AUC

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

J48.0001.ErrRate

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

MeanMeansOfNumericAtts

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

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

Quartile1KurtosisOfNumericAtts

1763.76

First quartile of kurtosis among attributes of the numeric type.

REPTreeDepth1AUC

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

CfsSubsetEval_NaiveBayesErrRate

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

RandomTreeDepth3ErrRate

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

J48.0001.Kappa

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

MeanMutualInformation

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

NaiveBayesKappa

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

Quartile1MeansOfNumericAtts

First quartile of means among attributes of the numeric type.

REPTreeDepth1ErrRate

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

CfsSubsetEval_NaiveBayesKappa

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

RandomTreeDepth3Kappa

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

J48.001.AUC

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

MeanNoiseToSignalRatio

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

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

Show all 107 properties