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BaselineClassifiers

Timestamp:

03/03/17 11:41:43 (8 years ago)

Author:

gkronber

Message:

#2520

Location:

Files:

r13368	r14711
35	35	/// </summary>
36	36	[Item("OneR Classification", "A simple classification algorithm the searches the best single-variable split (does not support categorical features correctly). See R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.")]
37		[Storable~~Class~~("2F669B2F-EA57-49F5-9960-D9376692C8AE")]
	37	[StorableType("2F669B2F-EA57-49F5-9960-D9376692C8AE")]
38	38	public sealed class OneR : FixedDataAnalysisAlgorithm<IClassificationProblem> {
39	39

r13368	r14711
29	29
30	30	namespace HeuristicLab.Algorithms.DataAnalysis {
31		[Storable~~Class~~("A01F0098-381E-4B8E-80D3-A579A04C50A6")]
	31	[StorableType("A01F0098-381E-4B8E-80D3-A579A04C50A6")]
32	32	[Item("OneR Classification Model", "A model that uses intervals for one variable to determine the class.")]
33	33	public class OneRClassificationModel : NamedItem, IClassificationModel {

r13368	r14711
26	26
27	27	namespace HeuristicLab.Algorithms.DataAnalysis {
28		[Storable~~Class~~("1E8E924F-3C9A-44D2-8889-4DF29731A3BF")]
	28	[StorableType("1E8E924F-3C9A-44D2-8889-4DF29731A3BF")]
29	29	[Item(Name = "OneR Classification Solution", Description = "Represents a OneR classification solution which uses only a single feature with potentially multiple thresholds for class prediction.")]
30	30	public class OneRClassificationSolution : ClassificationSolution {

r13368	r14711
32	32	/// </summary>
33	33	[Item("ZeroR Classification", "The simplest possible classifier, ZeroR always predicts the majority class.")]
34		[Storable~~Class~~("701DCCAC-A8F0-438C-B611-69D67FBCE250")]
	34	[StorableType("701DCCAC-A8F0-438C-B611-69D67FBCE250")]
35	35	public sealed class ZeroR : FixedDataAnalysisAlgorithm<IClassificationProblem> {
36	36

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