이 ID3 알고리즘의 구현. ID3 알고리즘 (퀸 란)를 사용 하 여 의사 결정 트리 방법을 하향식 유도 합니다. 분류 예 집합이 주어진 의사 결정 트리 유발은 스스로 작은 나무에 이르는 정보 이득 측정에 의해 편 파. 예제 특성 값 표현에 주어 집니다. 가능한 클래스 집합은 유한 합니다. 만 테스트, 단일 특성의 값에 따라 기본 예 언어 인스턴스 집합을 분할 하는 지원(translate from):This my implementation of ID3 algorithm. The algorithm ID3 (Quinlan) uses the method top-down induction of decision trees. Given a set of classified examples a decision tree is induced, biased by the information gain measure, which heuristically leads to small trees. The examples are given in attribute-value representation. The set of possible classes is finite. Only tests, that split the set of instances of the underlying example languages depending on the value of a single attribute are supported. -This is my implementation of ID3 algorithm. The algorithm ID3 (Quinlan) uses the method top-down induction of decision trees. Given a set of classified examples a decision tree is induced, biased by the information gain measure, which heuristically leads to small trees. The examples are given in attribute-value representation. The set of possible classes is finite. Only tests, that split the set of instances of the underlying example languages depending on the value of a single attribute are supported.




File list:
ID3 C#
.....\myID3
.....\.....\bin
.....\.....\...\Debug
.....\.....\...\.....\adult+stretch.txt
.....\.....\...\.....\adult-stretch.txt
.....\.....\...\.....\myID3.exe
.....\.....\...\.....\myID3.pdb
.....\.....\...\.....\myID3.vshost.exe
.....\.....\...\.....\playtennis.txt
.....\.....\...\.....\test.txt
.....\.....\...\.....\yellow-small+adult-stretch.txt
.....\.....\...\.....\yellow-small.txt
.....\.....\...\Release
.....\.....\obj
.....\.....\...\x86
.....\.....\...\...\Debug
.....\.....\...\...\.....\TempPE
.....\.....\...\...\.....\DesignTimeResolveAssemblyReferencesInput.cache
.....\.....\...\...\.....\myID3.csproj.FileListAbsolute.txt
.....\.....\...\...\.....\myID3.exe
.....\.....\...\...\.....\myID3.pdb
.....\.....\...\...\.....\ResolveAssemblyReference.cache
.....\.....\Properties
.....\.....\..........\AssemblyInfo.cs
.....\.....\C4_5.cs
.....\.....\ClassDiagram2.cd
.....\.....\DecisionTree.cs
.....\.....\ID3.cs
.....\.....\myID3.csproj
.....\.....\playtennis.txt
.....\.....\Program.cs
.....\.....\Trainning.cs
.....\.....\TreeNode.cs
.....\.....\Validation.cs
.....\myID3.sln
.....\myID3.suo