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UMIST_Faces_Cropped

active ARFF Public Domain (CC0) Visibility: public Uploaded 14-05-2018 by Irfan Nur Afif
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Author: H. Wechsler, P. J. Phillips, V. Bruce, F. Fogelman-Soulie and T. S. Huang Source: https://www.sheffield.ac.uk/eee/research/iel/research/face Please cite: Characterizing Virtual Eigensignatures for General Purpose Face Recognition, Daniel B Graham and Nigel M Allinson. In Face Recognition: From Theory to Applications ; NATO ASI Series F, Computer and Systems Sciences, Vol. 163; H. Wechsler, P. J. Phillips, V. Bruce, F. Fogelman-Soulie and T. S. Huang (eds), pp 446-456, 1998. The Sheffield (previously UMIST) Face Database consists of 564 images of 20 individuals (mixed race/gender/appearance). Each individual is shown in a range of poses from profile to frontal views - each in a separate directory labelled 1a, 1b, ... 1t and images are numbered consecutively as they were taken Grayscale faces 8 bit [0-255], a few images (views) of 20 different people. 575 total images, 112x92 size, manually cropped by Daniel Graham at UMist

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pixel6671	numeric	124 unique values 0 missing
pixel6927	numeric	130 unique values 0 missing
pixel7183	numeric	135 unique values 0 missing
pixel7439	numeric	91 unique values 0 missing
pixel7695	numeric	101 unique values 0 missing
pixel7951	numeric	101 unique values 0 missing
pixel8207	numeric	114 unique values 0 missing
pixel8463	numeric	132 unique values 0 missing
pixel8719	numeric	94 unique values 0 missing
pixel8975	numeric	96 unique values 0 missing
pixel9231	numeric	121 unique values 0 missing
pixel9487	numeric	148 unique values 0 missing
pixel9743	numeric	125 unique values 0 missing
pixel9999	numeric	61 unique values 0 missing
pixel10255	numeric	95 unique values 0 missing
pixel16	numeric	161 unique values 0 missing
pixel272	numeric	117 unique values 0 missing
pixel528	numeric	115 unique values 0 missing
pixel784	numeric	142 unique values 0 missing
pixel1040	numeric	118 unique values 0 missing
pixel1296	numeric	136 unique values 0 missing
pixel1552	numeric	161 unique values 0 missing
pixel1808	numeric	162 unique values 0 missing
pixel2064	numeric	152 unique values 0 missing
pixel2320	numeric	127 unique values 0 missing
pixel2576	numeric	147 unique values 0 missing
pixel2832	numeric	126 unique values 0 missing
pixel3088	numeric	147 unique values 0 missing
pixel3344	numeric	133 unique values 0 missing
pixel3600	numeric	104 unique values 0 missing
pixel3856	numeric	137 unique values 0 missing
pixel4112	numeric	142 unique values 0 missing
pixel4368	numeric	163 unique values 0 missing
pixel4624	numeric	154 unique values 0 missing
pixel4880	numeric	95 unique values 0 missing
pixel5136	numeric	125 unique values 0 missing
pixel5392	numeric	114 unique values 0 missing
pixel5648	numeric	144 unique values 0 missing
pixel5904	numeric	140 unique values 0 missing
pixel6160	numeric	110 unique values 0 missing
pixel6416	numeric	112 unique values 0 missing
pixel6672	numeric	125 unique values 0 missing
pixel6928	numeric	125 unique values 0 missing
pixel7184	numeric	128 unique values 0 missing
pixel7440	numeric	84 unique values 0 missing
pixel7696	numeric	100 unique values 0 missing
pixel7952	numeric	106 unique values 0 missing
pixel8208	numeric	119 unique values 0 missing
pixel8464	numeric	122 unique values 0 missing
pixel8720	numeric	94 unique values 0 missing
pixel8976	numeric	97 unique values 0 missing
pixel9232	numeric	122 unique values 0 missing
pixel9488	numeric	153 unique values 0 missing
pixel9744	numeric	124 unique values 0 missing
pixel10000	numeric	59 unique values 0 missing
pixel10256	numeric	90 unique values 0 missing
pixel17	numeric	162 unique values 0 missing
pixel273	numeric	115 unique values 0 missing
pixel529	numeric	124 unique values 0 missing
pixel785	numeric	146 unique values 0 missing
pixel1041	numeric	126 unique values 0 missing
pixel1297	numeric	121 unique values 0 missing
pixel1553	numeric	147 unique values 0 missing
pixel1809	numeric	158 unique values 0 missing
pixel2065	numeric	150 unique values 0 missing
pixel2321	numeric	130 unique values 0 missing
pixel2577	numeric	132 unique values 0 missing
pixel2833	numeric	122 unique values 0 missing
pixel3089	numeric	143 unique values 0 missing
pixel3345	numeric	141 unique values 0 missing
pixel3601	numeric	107 unique values 0 missing
pixel3857	numeric	150 unique values 0 missing
pixel4113	numeric	139 unique values 0 missing
pixel4369	numeric	161 unique values 0 missing
pixel4625	numeric	159 unique values 0 missing
pixel4881	numeric	98 unique values 0 missing
pixel5137	numeric	124 unique values 0 missing
pixel5393	numeric	116 unique values 0 missing
pixel5649	numeric	137 unique values 0 missing
pixel5905	numeric	136 unique values 0 missing
pixel6161	numeric	109 unique values 0 missing
pixel6417	numeric	115 unique values 0 missing
pixel6673	numeric	124 unique values 0 missing
pixel6929	numeric	125 unique values 0 missing
pixel7185	numeric	135 unique values 0 missing
pixel7441	numeric	88 unique values 0 missing
pixel7697	numeric	102 unique values 0 missing
pixel7953	numeric	102 unique values 0 missing
pixel8209	numeric	115 unique values 0 missing
pixel8465	numeric	128 unique values 0 missing
pixel8721	numeric	94 unique values 0 missing
pixel8977	numeric	96 unique values 0 missing
pixel9233	numeric	116 unique values 0 missing
pixel9489	numeric	150 unique values 0 missing
pixel9745	numeric	134 unique values 0 missing
pixel10001	numeric	60 unique values 0 missing
pixel10257	numeric	92 unique values 0 missing
pixel18	numeric	157 unique values 0 missing
pixel274	numeric	107 unique values 0 missing
pixel530	numeric	123 unique values 0 missing
pixel786	numeric	142 unique values 0 missing
pixel1042	numeric	129 unique values 0 missing
pixel1298	numeric	102 unique values 0 missing
pixel1554	numeric	149 unique values 0 missing
pixel1810	numeric	164 unique values 0 missing
pixel2066	numeric	153 unique values 0 missing
pixel2322	numeric	128 unique values 0 missing
pixel2578	numeric	111 unique values 0 missing
pixel2834	numeric	123 unique values 0 missing
pixel3090	numeric	141 unique values 0 missing
pixel3346	numeric	141 unique values 0 missing
pixel3602	numeric	109 unique values 0 missing
pixel3858	numeric	147 unique values 0 missing
pixel4114	numeric	140 unique values 0 missing
pixel4370	numeric	160 unique values 0 missing
pixel4626	numeric	156 unique values 0 missing
pixel4882	numeric	104 unique values 0 missing
pixel5138	numeric	122 unique values 0 missing
pixel5394	numeric	115 unique values 0 missing
pixel5650	numeric	141 unique values 0 missing
pixel5906	numeric	136 unique values 0 missing
pixel6162	numeric	114 unique values 0 missing
pixel6418	numeric	112 unique values 0 missing
pixel6674	numeric	123 unique values 0 missing
pixel6930	numeric	122 unique values 0 missing
pixel7186	numeric	138 unique values 0 missing
pixel7442	numeric	85 unique values 0 missing
pixel7698	numeric	102 unique values 0 missing
pixel7954	numeric	106 unique values 0 missing
pixel8210	numeric	119 unique values 0 missing
pixel8466	numeric	146 unique values 0 missing
pixel8722	numeric	94 unique values 0 missing
pixel8978	numeric	98 unique values 0 missing
pixel9234	numeric	117 unique values 0 missing
pixel9490	numeric	150 unique values 0 missing
pixel9746	numeric	132 unique values 0 missing
pixel10002	numeric	57 unique values 0 missing
pixel10258	numeric	91 unique values 0 missing
pixel19	numeric	155 unique values 0 missing
pixel275	numeric	103 unique values 0 missing
pixel531	numeric	122 unique values 0 missing
pixel787	numeric	142 unique values 0 missing
pixel1043	numeric	134 unique values 0 missing
pixel1299	numeric	83 unique values 0 missing
pixel1555	numeric	156 unique values 0 missing
pixel1811	numeric	158 unique values 0 missing
pixel2067	numeric	160 unique values 0 missing
pixel2323	numeric	128 unique values 0 missing
pixel2579	numeric	89 unique values 0 missing
pixel2835	numeric	120 unique values 0 missing
pixel3091	numeric	141 unique values 0 missing
pixel3347	numeric	144 unique values 0 missing
pixel3603	numeric	113 unique values 0 missing
pixel3859	numeric	148 unique values 0 missing
pixel4115	numeric	130 unique values 0 missing
pixel4371	numeric	155 unique values 0 missing
pixel4627	numeric	159 unique values 0 missing
pixel4883	numeric	109 unique values 0 missing
pixel5139	numeric	126 unique values 0 missing
pixel5395	numeric	115 unique values 0 missing
pixel5651	numeric	136 unique values 0 missing
pixel5907	numeric	142 unique values 0 missing
pixel6163	numeric	127 unique values 0 missing
pixel6419	numeric	115 unique values 0 missing
pixel6675	numeric	121 unique values 0 missing
pixel6931	numeric	121 unique values 0 missing
pixel7187	numeric	136 unique values 0 missing
pixel7443	numeric	87 unique values 0 missing
pixel7699	numeric	105 unique values 0 missing
pixel7955	numeric	101 unique values 0 missing
pixel8211	numeric	121 unique values 0 missing
pixel8467	numeric	134 unique values 0 missing
pixel8723	numeric	98 unique values 0 missing
pixel8979	numeric	99 unique values 0 missing
pixel9235	numeric	113 unique values 0 missing
pixel9491	numeric	152 unique values 0 missing
pixel9747	numeric	138 unique values 0 missing
pixel10003	numeric	56 unique values 0 missing
pixel10259	numeric	86 unique values 0 missing
pixel20	numeric	154 unique values 0 missing
pixel276	numeric	93 unique values 0 missing
pixel532	numeric	129 unique values 0 missing
pixel788	numeric	144 unique values 0 missing
pixel1044	numeric	133 unique values 0 missing
pixel1300	numeric	85 unique values 0 missing
pixel1556	numeric	156 unique values 0 missing
pixel1812	numeric	151 unique values 0 missing
pixel2068	numeric	156 unique values 0 missing
pixel2324	numeric	132 unique values 0 missing
pixel2580	numeric	78 unique values 0 missing
pixel2836	numeric	122 unique values 0 missing
pixel3092	numeric	141 unique values 0 missing
pixel3348	numeric	142 unique values 0 missing
pixel3604	numeric	116 unique values 0 missing
pixel3860	numeric	147 unique values 0 missing
pixel4116	numeric	131 unique values 0 missing
pixel4372	numeric	156 unique values 0 missing
pixel4628	numeric	156 unique values 0 missing
pixel4884	numeric	106 unique values 0 missing
pixel5140	numeric	121 unique values 0 missing
pixel5396	numeric	119 unique values 0 missing
pixel5652	numeric	144 unique values 0 missing
pixel5908	numeric	141 unique values 0 missing
pixel6164	numeric	141 unique values 0 missing
pixel6420	numeric	112 unique values 0 missing
pixel6676	numeric	121 unique values 0 missing
pixel6932	numeric	121 unique values 0 missing
pixel7188	numeric	138 unique values 0 missing
pixel7444	numeric	85 unique values 0 missing
pixel7700	numeric	101 unique values 0 missing
pixel7956	numeric	96 unique values 0 missing
pixel8212	numeric	115 unique values 0 missing
pixel8468	numeric	146 unique values 0 missing
pixel8724	numeric	92 unique values 0 missing
pixel8980	numeric	96 unique values 0 missing
pixel9236	numeric	109 unique values 0 missing
pixel9492	numeric	150 unique values 0 missing
pixel9748	numeric	134 unique values 0 missing
pixel10004	numeric	52 unique values 0 missing
pixel10260	numeric	91 unique values 0 missing
pixel21	numeric	147 unique values 0 missing
pixel277	numeric	98 unique values 0 missing
pixel533	numeric	133 unique values 0 missing
pixel789	numeric	146 unique values 0 missing
pixel1045	numeric	138 unique values 0 missing
pixel1301	numeric	92 unique values 0 missing
pixel1557	numeric	154 unique values 0 missing
pixel1813	numeric	154 unique values 0 missing
pixel2069	numeric	154 unique values 0 missing
pixel2325	numeric	137 unique values 0 missing
pixel2581	numeric	78 unique values 0 missing
pixel2837	numeric	125 unique values 0 missing
pixel3093	numeric	133 unique values 0 missing
pixel3349	numeric	142 unique values 0 missing
pixel3605	numeric	119 unique values 0 missing
pixel3861	numeric	151 unique values 0 missing
pixel4117	numeric	131 unique values 0 missing
pixel4373	numeric	155 unique values 0 missing
pixel4629	numeric	153 unique values 0 missing
pixel4885	numeric	117 unique values 0 missing
pixel5141	numeric	125 unique values 0 missing
pixel5397	numeric	120 unique values 0 missing
pixel5653	numeric	142 unique values 0 missing
pixel5909	numeric	147 unique values 0 missing
pixel6165	numeric	132 unique values 0 missing
pixel6421	numeric	114 unique values 0 missing
pixel6677	numeric	125 unique values 0 missing
pixel6933	numeric	119 unique values 0 missing
pixel7189	numeric	135 unique values 0 missing
pixel7445	numeric	89 unique values 0 missing
pixel7701	numeric	98 unique values 0 missing
pixel7957	numeric	96 unique values 0 missing
pixel8213	numeric	120 unique values 0 missing
pixel8469	numeric	146 unique values 0 missing
pixel8725	numeric	90 unique values 0 missing
pixel8981	numeric	96 unique values 0 missing
pixel9237	numeric	106 unique values 0 missing
pixel9493	numeric	145 unique values 0 missing
pixel9749	numeric	127 unique values 0 missing
pixel10005	numeric	53 unique values 0 missing
pixel10261	numeric	88 unique values 0 missing
pixel22	numeric	144 unique values 0 missing
pixel278	numeric	102 unique values 0 missing
pixel534	numeric	143 unique values 0 missing
pixel790	numeric	136 unique values 0 missing
pixel1046	numeric	138 unique values 0 missing
pixel1302	numeric	84 unique values 0 missing
pixel1558	numeric	158 unique values 0 missing
pixel1814	numeric	159 unique values 0 missing
pixel2070	numeric	156 unique values 0 missing
pixel2326	numeric	145 unique values 0 missing
pixel2582	numeric	86 unique values 0 missing
pixel2838	numeric	127 unique values 0 missing
pixel3094	numeric	135 unique values 0 missing
pixel3350	numeric	143 unique values 0 missing
pixel3606	numeric	120 unique values 0 missing
pixel3862	numeric	159 unique values 0 missing
pixel4118	numeric	124 unique values 0 missing
pixel4374	numeric	156 unique values 0 missing
pixel4630	numeric	159 unique values 0 missing
pixel4886	numeric	119 unique values 0 missing
pixel5142	numeric	127 unique values 0 missing
pixel5398	numeric	119 unique values 0 missing
pixel5654	numeric	144 unique values 0 missing
pixel5910	numeric	143 unique values 0 missing
pixel6166	numeric	125 unique values 0 missing
pixel6422	numeric	110 unique values 0 missing
pixel6678	numeric	122 unique values 0 missing
pixel6934	numeric	115 unique values 0 missing
pixel7190	numeric	137 unique values 0 missing
pixel7446	numeric	97 unique values 0 missing
pixel7702	numeric	94 unique values 0 missing
pixel7958	numeric	99 unique values 0 missing
pixel8214	numeric	113 unique values 0 missing
pixel8470	numeric	140 unique values 0 missing
pixel8726	numeric	96 unique values 0 missing
pixel8982	numeric	94 unique values 0 missing
pixel9238	numeric	107 unique values 0 missing
pixel9494	numeric	141 unique values 0 missing
pixel9750	numeric	120 unique values 0 missing
pixel10006	numeric	52 unique values 0 missing
pixel10262	numeric	88 unique values 0 missing
pixel23	numeric	136 unique values 0 missing
pixel279	numeric	110 unique values 0 missing
pixel535	numeric	145 unique values 0 missing
pixel791	numeric	140 unique values 0 missing
pixel1047	numeric	141 unique values 0 missing
pixel1303	numeric	80 unique values 0 missing
pixel1559	numeric	158 unique values 0 missing
pixel1815	numeric	157 unique values 0 missing
pixel2071	numeric	157 unique values 0 missing
pixel2327	numeric	139 unique values 0 missing
pixel2583	numeric	85 unique values 0 missing
pixel2839	numeric	132 unique values 0 missing
pixel3095	numeric	133 unique values 0 missing
pixel3351	numeric	146 unique values 0 missing
pixel3607	numeric	125 unique values 0 missing
pixel3863	numeric	159 unique values 0 missing
pixel4119	numeric	126 unique values 0 missing
pixel4375	numeric	155 unique values 0 missing
pixel4631	numeric	160 unique values 0 missing
pixel4887	numeric	130 unique values 0 missing
pixel5143	numeric	129 unique values 0 missing
pixel5399	numeric	108 unique values 0 missing
pixel5655	numeric	139 unique values 0 missing
pixel5911	numeric	147 unique values 0 missing
pixel6167	numeric	123 unique values 0 missing
pixel6423	numeric	111 unique values 0 missing
pixel6679	numeric	122 unique values 0 missing
pixel6935	numeric	115 unique values 0 missing
pixel7191	numeric	135 unique values 0 missing
pixel7447	numeric	104 unique values 0 missing
pixel7703	numeric	100 unique values 0 missing
pixel7959	numeric	97 unique values 0 missing
pixel8215	numeric	118 unique values 0 missing
pixel8471	numeric	146 unique values 0 missing
pixel8727	numeric	96 unique values 0 missing
pixel8983	numeric	96 unique values 0 missing
pixel9239	numeric	102 unique values 0 missing
pixel9495	numeric	141 unique values 0 missing
pixel9751	numeric	114 unique values 0 missing
pixel10007	numeric	53 unique values 0 missing
pixel10263	numeric	87 unique values 0 missing
pixel24	numeric	132 unique values 0 missing
pixel280	numeric	111 unique values 0 missing
pixel536	numeric	146 unique values 0 missing
pixel792	numeric	146 unique values 0 missing
pixel1048	numeric	146 unique values 0 missing
pixel1304	numeric	79 unique values 0 missing
pixel1560	numeric	155 unique values 0 missing
pixel1816	numeric	151 unique values 0 missing
pixel2072	numeric	155 unique values 0 missing
pixel2328	numeric	145 unique values 0 missing
pixel2584	numeric	79 unique values 0 missing
pixel2840	numeric	137 unique values 0 missing
pixel3096	numeric	127 unique values 0 missing
pixel3352	numeric	150 unique values 0 missing
pixel3608	numeric	121 unique values 0 missing
pixel3864	numeric	156 unique values 0 missing
pixel4120	numeric	129 unique values 0 missing
pixel4376	numeric	154 unique values 0 missing
pixel4632	numeric	156 unique values 0 missing
pixel4888	numeric	134 unique values 0 missing
pixel5144	numeric	134 unique values 0 missing
pixel5400	numeric	107 unique values 0 missing
pixel5656	numeric	142 unique values 0 missing
pixel5912	numeric	144 unique values 0 missing
pixel6168	numeric	131 unique values 0 missing
pixel6424	numeric	112 unique values 0 missing
pixel6680	numeric	121 unique values 0 missing
pixel6936	numeric	111 unique values 0 missing
pixel7192	numeric	138 unique values 0 missing
pixel7448	numeric	124 unique values 0 missing
pixel7704	numeric	94 unique values 0 missing
pixel7960	numeric	95 unique values 0 missing
pixel8216	numeric	117 unique values 0 missing
pixel8472	numeric	141 unique values 0 missing
pixel8728	numeric	99 unique values 0 missing
pixel8984	numeric	97 unique values 0 missing
pixel9240	numeric	101 unique values 0 missing
pixel9496	numeric	140 unique values 0 missing
pixel9752	numeric	105 unique values 0 missing
pixel10008	numeric	54 unique values 0 missing
pixel10264	numeric	79 unique values 0 missing
pixel25	numeric	130 unique values 0 missing
pixel281	numeric	121 unique values 0 missing
pixel537	numeric	164 unique values 0 missing
pixel793	numeric	147 unique values 0 missing
pixel1049	numeric	139 unique values 0 missing
pixel1305	numeric	85 unique values 0 missing
pixel1561	numeric	154 unique values 0 missing
pixel1817	numeric	144 unique values 0 missing
pixel2073	numeric	161 unique values 0 missing
pixel2329	numeric	137 unique values 0 missing
pixel2585	numeric	83 unique values 0 missing
pixel2841	numeric	144 unique values 0 missing
pixel3097	numeric	122 unique values 0 missing
pixel3353	numeric	147 unique values 0 missing
pixel3609	numeric	132 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

575

Number of instances (rows) of the dataset.

NumberOfFeatures

10305

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

10304

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

EquivalentNumberOfAtts

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

MeanSkewnessOfNumericAtts

0.46

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

90.3

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

MajorityClassPercentage

8.35

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

40.02

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.33

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.49

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

39.35

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

MaxKurtosisOfNumericAtts

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

38.4

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

185.01

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

0.52

Third quartile of kurtosis 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.

PercentageOfNumericFeatures

99.99

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

105.33

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-1.29

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.01

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

3.95

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

11.78

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

0.87

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

69.2

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

3.3

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-0.63

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

49.09

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

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

72.31

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.

MeanKurtosisOfNumericAtts

0.54

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanMeansOfNumericAtts

89.4

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.12

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

0.97

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

28.95

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

ClassEntropy

4.28

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.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Dimensionality

17.92

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

-0.18

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

Show all 62 properties