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link_4

link_4

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  • bnlearn Images link Machine Learning sample
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Link Bayesian Network. Sample 4. bnlearn Bayesian Network Repository reference: [URL](https://www.bnlearn.com/bnrepository/discrete-verylarge.html#link) - Number of nodes: 724 - Number of arcs: 1125 - Number of parameters: 14211 - Average Markov blanket size: 4.8 - Average degree: 3.11 - Maximum in-degree: 3 Authors: C. S. Jensen and A. Kong. Please cite: ([URL](https://pubmed.ncbi.nlm.nih.gov/10441593/)): C. S. Jensen and A. Kong. Blocking Gibbs Sampling for Linkage Analysis in Large Pedigrees with Many Loops. The American Journal of Human Genetics, 65(3):885-901, 1999. Also, Research Report R-96-2048, Department of Computer Science, Aalborg University, 1996.

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N29_a_fnumeric4 unique values
0 missing
D0_8_d_pstring2 unique values
0 missing
Z_47_d_mstring2 unique values
0 missing
N69_d_mnumeric2 unique values
0 missing
N25_a_mnumeric4 unique values
0 missing
N6_d_gstring3 unique values
0 missing
Z_30_a_fstring2 unique values
0 missing
N58_d_fnumeric2 unique values
0 missing
N18_d_gstring3 unique values
0 missing
N37_d_mnumeric2 unique values
0 missing
Z_34_d_fstring2 unique values
0 missing
Z_51_d_mstring2 unique values
0 missing
Z_56_a_fstring2 unique values
0 missing
N34_a_fnumeric4 unique values
0 missing
Z_18_a_fstring2 unique values
0 missing
Z_28_d_fstring2 unique values
0 missing
N6_a_mnumeric4 unique values
0 missing
D0_39_a_mnumeric4 unique values
0 missing
Z_51_a_fstring2 unique values
0 missing
D0_28_a_fnumeric4 unique values
0 missing
Z_43_d_fstring2 unique values
0 missing
Z_47_d_fstring2 unique values
0 missing
N37_d_gstring3 unique values
0 missing
N45_a_mnumeric4 unique values
0 missing
N9_a_fnumeric4 unique values
0 missing
N63_d_mnumeric2 unique values
0 missing
D0_5_d_pstring2 unique values
0 missing
Z_55_a_fstring2 unique values
0 missing
N53_d_fnumeric2 unique values
0 missing
Z_37_a_fstring2 unique values
0 missing
D0_35_a_xstring2 unique values
0 missing
Z_1_a_mstring2 unique values
0 missing
Z_27_d_mstring2 unique values
0 missing
N26_a_mnumeric4 unique values
0 missing
Z_23_d_fstring2 unique values
0 missing
N22_d_fnumeric2 unique values
0 missing
D0_49_a_xstring2 unique values
0 missing
Z_58_d_mstring2 unique values
0 missing
N23_d_mnumeric2 unique values
0 missing
N16_d_gstring3 unique values
0 missing
N15_d_gstring3 unique values
0 missing
N31_d_mnumeric2 unique values
0 missing
N41_d_fnumeric2 unique values
0 missing
N4_a_mnumeric4 unique values
0 missing
Z_30_d_fstring2 unique values
0 missing
D0_38_a_xstring2 unique values
0 missing
N16_d_fnumeric2 unique values
0 missing
D0_55_a_xstring2 unique values
0 missing
N5_d_fnumeric2 unique values
0 missing
N70_a_fnumeric4 unique values
0 missing
N14_d_mnumeric2 unique values
0 missing
N51_d_mnumeric2 unique values
0 missing
N52_d_mnumeric2 unique values
0 missing
D0_54_a_xstring2 unique values
0 missing
Z_49_a_mstring2 unique values
0 missing
D0_9_d_pstring2 unique values
0 missing
N67_d_mnumeric2 unique values
0 missing
N48_d_fnumeric2 unique values
0 missing
N61_d_gstring3 unique values
0 missing
D1_27_a_fnumeric4 unique values
0 missing
D0_4_d_pstring2 unique values
0 missing
Z_28_a_mstring2 unique values
0 missing
Z_21_d_fstring2 unique values
0 missing
D1_39_a_fnumeric4 unique values
0 missing
Z_57_a_mstring2 unique values
0 missing
D0_43_d_pstring2 unique values
0 missing
N38_d_gstring3 unique values
0 missing
Z_10_d_fstring2 unique values
0 missing
D0_26_a_xstring2 unique values
0 missing
D0_16_d_pstring2 unique values
0 missing
N49_a_mnumeric4 unique values
0 missing
Z_68_d_mstring2 unique values
0 missing
N31_a_fnumeric4 unique values
0 missing
Z_71_d_mstring2 unique values
0 missing
D0_43_a_xstring2 unique values
0 missing
N34_d_gstring3 unique values
0 missing
N60_d_fnumeric2 unique values
0 missing
D0_27_a_fnumeric4 unique values
0 missing
Z_19_d_mstring2 unique values
0 missing
N55_d_fnumeric2 unique values
0 missing
N62_a_mnumeric4 unique values
0 missing
D1_27_a_mnumeric4 unique values
0 missing
N69_d_gstring3 unique values
0 missing
N59_d_mnumeric2 unique values
0 missing
N46_a_mnumeric4 unique values
0 missing
N6_d_fnumeric2 unique values
0 missing
N42_a_fnumeric4 unique values
0 missing
N30_d_gstring3 unique values
0 missing
N60_d_mnumeric2 unique values
0 missing
N22_d_gstring3 unique values
0 missing
D0_48_a_xstring2 unique values
0 missing
D0_26_d_pstring2 unique values
0 missing
Z_31_d_mstring2 unique values
0 missing
N7_a_mnumeric4 unique values
0 missing
D0_9_a_xstring2 unique values
0 missing
Z_29_a_mstring2 unique values
0 missing
Z_72_a_fstring2 unique values
0 missing
Z_11_d_mstring2 unique values
0 missing
D0_46_a_xstring2 unique values
0 missing
N72_a_mnumeric4 unique values
0 missing
N59_d_gstring3 unique values
0 missing
N5_a_mnumeric4 unique values
0 missing
Z_1_d_mstring2 unique values
0 missing
N73_d_mnumeric2 unique values
0 missing
D0_33_a_xstring2 unique values
0 missing
Z_10_d_mstring2 unique values
0 missing
N48_a_mnumeric4 unique values
0 missing
Z_45_d_mstring2 unique values
0 missing
D0_10_d_pstring2 unique values
0 missing
N54_a_fnumeric4 unique values
0 missing
N50_d_gstring3 unique values
0 missing
N5_a_fnumeric4 unique values
0 missing
N54_d_fnumeric2 unique values
0 missing
Z_18_a_mstring2 unique values
0 missing
Z_18_d_mstring2 unique values
0 missing
D0_51_d_pstring2 unique values
0 missing
Z_38_d_fstring2 unique values
0 missing
N33_d_fnumeric2 unique values
0 missing
N30_a_mnumeric4 unique values
0 missing
D0_63_d_pstring2 unique values
0 missing
N9_d_fnumeric2 unique values
0 missing
N26_d_gstring3 unique values
0 missing
N17_a_fnumeric4 unique values
0 missing
Z_49_a_fstring2 unique values
0 missing
D0_53_d_pstring2 unique values
0 missing
N23_d_fnumeric2 unique values
0 missing
N46_a_fnumeric4 unique values
0 missing
N65_d_fnumeric2 unique values
0 missing
Z_19_a_fstring2 unique values
0 missing
N35_d_fnumeric2 unique values
0 missing
N38_a_fnumeric4 unique values
0 missing
Z_25_a_fstring2 unique values
0 missing
D0_60_d_pstring2 unique values
0 missing
N62_d_gstring3 unique values
0 missing
N8_d_fnumeric2 unique values
0 missing
D0_13_d_pstring2 unique values
0 missing
N59_a_fnumeric4 unique values
0 missing
N18_a_fnumeric4 unique values
0 missing
N44_a_mnumeric4 unique values
0 missing
Z_55_d_mstring2 unique values
0 missing
Z_50_d_fstring2 unique values
0 missing
N59_a_mnumeric4 unique values
0 missing
Z_71_a_mstring2 unique values
0 missing
D0_23_a_xstring2 unique values
0 missing
Z_40_d_mstring2 unique values
0 missing
Z_23_d_mstring2 unique values
0 missing
D0_56_d_pstring2 unique values
0 missing
D0_3_d_pstring2 unique values
0 missing
Z_48_d_mstring2 unique values
0 missing
N37_d_fnumeric2 unique values
0 missing
Z_9_a_fstring2 unique values
0 missing
Z_72_d_fstring2 unique values
0 missing
N64_a_fnumeric4 unique values
0 missing
Z_44_d_fstring2 unique values
0 missing
D0_22_a_xstring2 unique values
0 missing
Z_72_d_mstring2 unique values
0 missing
N10_a_mnumeric4 unique values
0 missing
Z_55_d_fstring2 unique values
0 missing
Z_33_a_mstring2 unique values
0 missing
N48_d_gstring3 unique values
0 missing
N40_a_mnumeric4 unique values
0 missing
Z_58_a_mstring2 unique values
0 missing
D0_56_a_fnumeric4 unique values
0 missing
N61_d_fnumeric2 unique values
0 missing
N38_a_mnumeric4 unique values
0 missing
N29_a_mnumeric4 unique values
0 missing
Z_54_d_mstring2 unique values
0 missing
N49_d_gstring2 unique values
0 missing
N65_d_gstring3 unique values
0 missing
N55_d_gstring3 unique values
0 missing
N43_a_mnumeric4 unique values
0 missing
D0_51_a_xstring2 unique values
0 missing
Z_44_a_fstring2 unique values
0 missing
N52_d_fnumeric2 unique values
0 missing
Z_21_a_fstring2 unique values
0 missing
Z_29_d_fstring2 unique values
0 missing
N68_d_mnumeric2 unique values
0 missing
N29_d_gstring3 unique values
0 missing
N37_a_mnumeric4 unique values
0 missing
N8_d_gstring3 unique values
0 missing
Z_29_d_mstring2 unique values
0 missing
Z_27_a_fstring2 unique values
0 missing
N63_d_gstring3 unique values
0 missing
Z_1_d_fstring2 unique values
0 missing
Z_35_a_mstring2 unique values
0 missing
D0_22_d_pstring2 unique values
0 missing
Z_49_d_mstring2 unique values
0 missing
D0_36_a_xstring2 unique values
0 missing
D0_57_d_pstring2 unique values
0 missing
N27_d_fnumeric2 unique values
0 missing
N19_a_mnumeric4 unique values
0 missing
N10_d_mnumeric2 unique values
0 missing
N27_d_mnumeric2 unique values
0 missing
D0_30_d_pstring2 unique values
0 missing
N66_a_mnumeric4 unique values
0 missing
N25_d_gstring3 unique values
0 missing
Z_47_a_fstring2 unique values
0 missing
N68_a_fnumeric4 unique values
0 missing
Z_58_a_fstring2 unique values
0 missing
D0_14_d_pstring2 unique values
0 missing
Z_59_a_fstring2 unique values
0 missing
N32_d_mnumeric2 unique values
0 missing
N57_d_mnumeric2 unique values
0 missing
N14_a_fnumeric4 unique values
0 missing
D0_41_d_pstring2 unique values
0 missing
N73_a_fnumeric4 unique values
0 missing
Z_71_d_fstring2 unique values
0 missing
N58_a_fnumeric4 unique values
0 missing
Z_64_a_fstring2 unique values
0 missing
D0_24_d_pstring2 unique values
0 missing
N1_d_fnumeric2 unique values
0 missing
N28_d_gstring3 unique values
0 missing
D1_28_a_mnumeric4 unique values
0 missing
N64_d_gstring3 unique values
0 missing
N3_d_fnumeric2 unique values
0 missing
N23_a_mnumeric4 unique values
0 missing
Z_28_a_fstring2 unique values
0 missing
Z_31_d_fstring2 unique values
0 missing
D0_42_d_pstring2 unique values
0 missing
Z_24_d_fstring2 unique values
0 missing
Z_18_d_fstring2 unique values
0 missing
Z_54_a_mstring2 unique values
0 missing
Z_36_a_fstring2 unique values
0 missing
N47_a_fnumeric4 unique values
0 missing
Z_72_a_mstring2 unique values
0 missing
Z_55_a_mstring2 unique values
0 missing
Z_52_d_fstring2 unique values
0 missing
N13_d_gstring3 unique values
0 missing
N2_a_mnumeric4 unique values
0 missing
Z_57_a_fstring2 unique values
0 missing
N18_a_mnumeric4 unique values
0 missing
Z_45_a_fstring2 unique values
0 missing
N11_d_mnumeric2 unique values
0 missing
D0_17_d_pstring2 unique values
0 missing
N22_a_mnumeric4 unique values
0 missing
N25_d_mnumeric2 unique values
0 missing
Z_26_a_mstring2 unique values
0 missing
N33_a_fnumeric4 unique values
0 missing
D0_46_d_pstring2 unique values
0 missing
Z_2_a_mstring2 unique values
0 missing
Z_51_d_fstring2 unique values
0 missing
D0_7_d_pstring2 unique values
0 missing
D0_54_d_pstring2 unique values
0 missing
N1_d_mnumeric2 unique values
0 missing
N51_d_fnumeric2 unique values
0 missing
N29_d_mnumeric2 unique values
0 missing
N40_d_fnumeric2 unique values
0 missing
N37_a_fnumeric4 unique values
0 missing
Z_34_a_mstring2 unique values
0 missing
Z_24_a_fstring2 unique values
0 missing
N39_d_fnumeric2 unique values
0 missing
Z_31_a_fstring2 unique values
0 missing
Z_7_a_mstring2 unique values
0 missing
Z_70_d_fstring2 unique values
0 missing
N47_d_fnumeric2 unique values
0 missing
Z_25_a_mstring2 unique values
0 missing
N22_a_fnumeric4 unique values
0 missing
Show first 100 features

19 properties

NumberOfInstances
5000
Number of instances (rows) of the dataset.
NumberOfFeatures
724
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
302
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
0.14
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
41.71
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
Show all 19 properties

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