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Reads the XML parameters related to a generic algorithm stored in the ALGORITHM entity. An algorithm settings object captures the parameters associated with a particular algorithm. It allows a knowledgeable user to fine tune algorithm parameters. Generally, not all parameters must be specified, however, those specified are taken into account by the KDDML.
Parameters are given as hashtable, where the key is the name of the parameter related to the algorithm and the value is a KDDMLScalar object containing the parameter value. Parameter value is checked by the interpreter layer and its type is correct.
- Parameters:
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| parameters | Hashtable the parameters related to the algorithm. The key of the hashtable is the name of the parameter. The value of the hashtable is a KDDMLScalar representing the value of the parameter. |
- Exceptions:
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| ResolverException | if a resolving error occurs. |
| KDDMLCoreException | if a level core error occurs. |
Implemented in kddml.Operators.DataMining.AssociationAlgorithms.DCI_RESOLVER, kddml.Operators.DataMining.ClassificationAlgorithms.CAGE_RESOLVER, kddml.Operators.DataMining.ClassificationAlgorithms.YADT_RESOLVER, kddml.Operators.DataMining.ClusteringAlgorithms.EM_RESOLVER, kddml.Operators.DataMining.ClusteringAlgorithms.KMEANS_RESOLVER, kddml.Operators.DataMining.SequenceAlgorithms.PREFIX_SPAN_RESOLVER, kddml.Operators.Preprocessing.DiscretizationAlgorithms.EQUAL_FREQUENCY_DISCRETIZATION_RESOLVER, kddml.Operators.Preprocessing.DiscretizationAlgorithms.NATURAL_BINNING_DISCRETIZATION_RESOLVER, kddml.Operators.Preprocessing.NormalizationAlgorithms.MIN_MAX_NORMALIZATION_RESOLVER, kddml.Operators.Preprocessing.NormalizationAlgorithms.Z_SCORE_NORMALIZATION_RESOLVER, kddml.Operators.Preprocessing.RewritingAlgorithms.RULE_M_REWRITING_RESOLVER, kddml.Operators.Preprocessing.RewritingAlgorithms.RULE_S_REWRITING_RESOLVER, kddml.Operators.Preprocessing.RewritingAlgorithms.RULE_T_REWRITING_RESOLVER, kddml.Operators.Preprocessing.SamplingAlgorithms.BY_CLUSTER_SAMPLING_RESOLVER, kddml.Operators.Preprocessing.SamplingAlgorithms.SIMPLE_SAMPLING_RESOLVER, and kddml.Operators.Preprocessing.SamplingAlgorithms.STRATIFIED_SAMPLING_RESOLVER. |