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Physical Classification

Attribute Information:Attribute Listing:1. family:--,GB,GK,GS,TN,ZA,ZF,ZH,ZM,ZS2. product-type:C, H, G3. steel:-,R,A,U,K......

数据结构 ? 8K

    Data Structure ?

    * 以上分析是由系统提取分析形成的结果,具体实际数据为准。

    Attribute Information:

    Attribute Listing:
       1. family: --,GB,GK,GS,TN,ZA,ZF,ZH,ZM,ZS
       2. product-type: C, H, G
       3. steel: -,R,A,U,K,M,S,W,V
       4. carbon: continuous
       5. hardness: continuous
       6. temper_rolling: -,T
       7. condition: -,S,A,X
       8. formability: -,1,2,3,4,5
       9. strength: continuous
      10. non-ageing: -,N
      11. surface-finish: P,M,-
      12. surface-quality: -,D,E,F,G
      13. enamelability: -,1,2,3,4,5
      14. bc: Y,-
      15. bf: Y,-
      16. bt: Y,-
      17. bw/me: B,M,-
      18. bl: Y,-
      19. m: Y,-
      20. chrom: C,-
      21. phos: P,-
      22. cbond: Y,-
      23. marvi: Y,-
      24. exptl: Y,-
      25. ferro: Y,-
      26. corr: Y,-
      27. blue/bright/varn/clean: B,R,V,C,-
      28. lustre: Y,-
      29. jurofm: Y,-
      30. s: Y,-
      31. p: Y,-
      32. shape: COIL, SHEET
      33. thick: continuous
      34. width: continuous
      35. len: continuous
      36. oil: -,Y,N
      37. bore: 0000,0500,0600,0760
      38. packing: -,1,2,3
      classes:        1,2,3,4,5,U

      -- The '-' values are actually 'not_applicable' values rather than 'missing_values' (and so can be treated as legal discrete values rather than as showing the absence of a discrete value).

    Relevant Papers:


    Papers That Cite This Data Set1:

    Qingping Tao Ph. D. MAKING EFFICIENT LEARNING ALGORITHMS WITH EXPonENTIALLY MANY FEATURES. Qingping Tao A DISSERTATION Faculty of The Graduate College University of Nebraska In Partial Fulfillment of Requirements. 2004.  [View Context].

    Yuan Jiang and Zhi-Hua Zhou. Editing Training Data for kNN Classifiers with Neural Network Ensemble. ISNN (1). 2004.  [View Context].

    Jihoon Yang and Rajesh Parekh and Vasant Honavar. DistAl: An inter-pattern distance-based constructive learning algorithm. Intell. Data Anal, 3. 1999.  [View Context].

    Pedro Domingos. Knowledge Discovery Via Multiple Models. Intell. Data Anal, 2. 1998.  [View Context].

    James J. Liu and James Tin and Yau Kwok. An Extended Genetic Rule Induction Algorithm. Department of Computer Science Wuhan University.  [View Context].

    Zhi-Hua Zhou and Xu-Ying Liu. Training Cost-Sensitive Neural Networks with Methods Addressing the Class Imbalance Problem.  [View Context].

    Citation Request:

    Please refer to the Machine Learning Repository's citation policy




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