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qType_30prev

in_preparation ARFF Publicly available Visibility: public Uploaded 22-01-2018 by Mariano Rico
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The 30 previous queries

61 features

t1nominal54 unique values
0 missing
i1numeric2187 unique values
0 missing
t2nominal54 unique values
0 missing
i2numeric2184 unique values
0 missing
t3nominal54 unique values
0 missing
i3numeric2182 unique values
0 missing
t4nominal54 unique values
0 missing
i4numeric2181 unique values
0 missing
t5nominal54 unique values
0 missing
i5numeric2177 unique values
0 missing
t6nominal54 unique values
0 missing
i6numeric2174 unique values
0 missing
t7nominal54 unique values
0 missing
i7numeric2170 unique values
0 missing
t8nominal54 unique values
0 missing
i8numeric2170 unique values
0 missing
t9nominal54 unique values
0 missing
i9numeric2166 unique values
0 missing
t10nominal54 unique values
0 missing
i10numeric2167 unique values
0 missing
t11nominal54 unique values
0 missing
i11numeric2167 unique values
0 missing
t12nominal54 unique values
0 missing
i12numeric2168 unique values
0 missing
t13nominal54 unique values
0 missing
i13numeric2162 unique values
0 missing
t14nominal54 unique values
0 missing
i14numeric2163 unique values
0 missing
t15nominal54 unique values
0 missing
i15numeric2162 unique values
0 missing
t16nominal54 unique values
0 missing
i16numeric2163 unique values
0 missing
t17nominal54 unique values
0 missing
i17numeric2169 unique values
0 missing
t18nominal54 unique values
0 missing
i18numeric2166 unique values
0 missing
t19nominal54 unique values
0 missing
i19numeric2166 unique values
0 missing
t20nominal54 unique values
0 missing
i20numeric2165 unique values
0 missing
t21nominal54 unique values
0 missing
i21numeric2165 unique values
0 missing
t22nominal54 unique values
0 missing
i22numeric2168 unique values
0 missing
t23nominal54 unique values
0 missing
i23numeric2173 unique values
0 missing
t24nominal54 unique values
0 missing
i24numeric2176 unique values
0 missing
t25nominal55 unique values
0 missing
i25numeric2177 unique values
0 missing
t26nominal55 unique values
0 missing
i26numeric2180 unique values
0 missing
t27nominal55 unique values
0 missing
i27numeric2186 unique values
0 missing
t28nominal55 unique values
0 missing
i28numeric2194 unique values
0 missing
t29nominal55 unique values
0 missing
i29numeric2194 unique values
0 missing
t30nominal55 unique values
0 missing
i30numeric2200 unique values
0 missing
classnominal55 unique values
0 missing

62 properties

184937
Number of instances (rows) of the dataset.
61
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
30
Number of numeric attributes.
31
Number of nominal attributes.
474.22
Mean of means among attributes of the numeric type.
231.46
First quartile of skewness among attributes of the numeric type.
Average class difference between consecutive instances.
Average mutual information between the nominal attributes and the target attribute.
40300.14
First quartile of standard deviation of attributes of the numeric type.
Entropy of the target attribute values.
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Second quartile (Median) of entropy among attributes.
0
Number of attributes divided by the number of instances.
54.23
Average number of distinct values among the attributes of the nominal type.
75315.94
Second quartile (Median) of kurtosis among attributes of the numeric type.
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
246.88
Mean skewness among attributes of the numeric type.
447.99
Second quartile (Median) of means among attributes of the numeric type.
Percentage of instances belonging to the most frequent class.
46866.54
Mean standard deviation of attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Number of instances belonging to the most frequent class.
Minimal entropy among attributes.
246.68
Second quartile (Median) of skewness among attributes of the numeric type.
Maximum entropy among attributes.
31311.86
Minimum kurtosis among attributes of the numeric type.
0
Percentage of binary attributes.
43209.37
Second quartile (Median) of standard deviation of attributes of the numeric type.
99717.34
Maximum kurtosis among attributes of the numeric type.
369.16
Minimum of means among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
801.7
Maximum of means among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
0
Percentage of missing values.
96476.73
Third quartile of kurtosis among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
54
The minimal number of distinct values among attributes of the nominal type.
49.18
Percentage of numeric attributes.
471.94
Third quartile of means among attributes of the numeric type.
55
The maximum number of distinct values among attributes of the nominal type.
164.92
Minimum skewness among attributes of the numeric type.
50.82
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
291
Maximum skewness among attributes of the numeric type.
39961.35
Minimum standard deviation of attributes of the numeric type.
First quartile of entropy among attributes.
284.66
Third quartile of skewness among attributes of the numeric type.
72700.77
Maximum standard deviation of attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
66909.27
First quartile of kurtosis among attributes of the numeric type.
44681.16
Third quartile of standard deviation of attributes of the numeric type.
Average entropy of the attributes.
Number of instances belonging to the least frequent class.
383.48
First quartile of means among attributes of the numeric type.
0.43
Standard deviation of the number of distinct values among attributes of the nominal type.
75094.13
Mean kurtosis among attributes of the numeric type.
0
Number of binary attributes.
First quartile of mutual information between the nominal attributes and the target attribute.

18 tasks

0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: Interleaved Test then Train - target_feature: class
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
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