Annealing
About
Steel annealing data
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).
Subject Area
Physics and Chemistry
Instances
798
Features
38
Data Types
Multivariate
Tasks
Classification
Feature Types
Categorical, Integer, Continuous
Features
| Name | Role | Type | Units | Missing Values |
|---|---|---|---|---|
| famiily | Feature | Categorical | - | Yes |
| product-type | Feature | Categorical | - | No |
| steel | Feature | Categorical | - | Yes |
| carbon | Feature | Integer | - | No |
| hardness | Feature | Integer | - | No |
| temper-rolling | Feature | Categorical | - | Yes |
| condition | Feature | Categorical | - | Yes |
| formability | Feature | Integer | - | Yes |
| strength | Feature | Integer | - | No |
| non-ageing | Feature | Categorical | - | Yes |
| surface-finish | Feature | Categorical | - | Yes |
| surface-quality | Feature | Categorical | - | Yes |
| enamelability | Feature | Integer | - | Yes |
| bc | Feature | Categorical | - | Yes |
| bf | Feature | Categorical | - | Yes |
| bt | Feature | Categorical | - | Yes |
| bw/me | Feature | Categorical | - | Yes |
| bl | Feature | Categorical | - | Yes |
| m | Feature | Categorical | - | Yes |
| chrom | Feature | Categorical | - | Yes |
| phos | Feature | Categorical | - | Yes |
| cbond | Feature | Categorical | - | Yes |
| marvi | Feature | Categorical | - | Yes |
| exptl | Feature | Categorical | - | Yes |
| ferro | Feature | Categorical | - | Yes |
| corr | Feature | Categorical | - | Yes |
| blue/bright/varn/clean | Feature | Categorical | - | Yes |
| lustre | Feature | Categorical | - | Yes |
| jurofm | Feature | Categorical | - | Yes |
| s | Feature | Categorical | - | Yes |
| p | Feature | Categorical | - | Yes |
| shape | Feature | Categorical | - | No |
| thick | Feature | Continuous | - | No |
| width | Feature | Continuous | - | No |
| len | Feature | Integer | - | No |
| oil | Feature | Categorical | - | Yes |
| bore | Feature | Integer | - | No |
| packing | Feature | Integer | - | Yes |
| class | Target | Categorical | - | No |
Introductory Paper
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