| shape (target) | nominal | 2 unique values
0 missing | |
| family | nominal | 3 unique values
0 missing | |
| product-type | nominal | 1 unique values
0 missing | |
| steel | nominal | 8 unique values
0 missing | |
| carbon | numeric | 10 unique values
0 missing | |
| hardness | numeric | 7 unique values
0 missing | |
| temper_rolling | nominal | 2 unique values
0 missing | |
| condition | nominal | 3 unique values
0 missing | |
| formability | nominal | 5 unique values
0 missing | |
| strength | numeric | 8 unique values
0 missing | |
| non-ageing | nominal | 2 unique values
0 missing | |
| surface-finish | nominal | 2 unique values
0 missing | |
| surface-quality | nominal | 5 unique values
0 missing | |
| enamelability | nominal | 3 unique values
0 missing | |
| bc | nominal | 2 unique values
0 missing | |
| bf | nominal | 2 unique values
0 missing | |
| bt | nominal | 2 unique values
0 missing | |
| bw%2Fme | nominal | 3 unique values
0 missing | |
| bl | nominal | 2 unique values
0 missing | |
| m | nominal | 1 unique values
0 missing | |
| chrom | nominal | 2 unique values
0 missing | |
| phos | nominal | 2 unique values
0 missing | |
| cbond | nominal | 2 unique values
0 missing | |
| marvi | nominal | 1 unique values
0 missing | |
| exptl | nominal | 2 unique values
0 missing | |
| ferro | nominal | 2 unique values
0 missing | |
| corr | nominal | 1 unique values
0 missing | |
| blue%2Fbright%2Fvarn%2Fclean | nominal | 4 unique values
0 missing | |
| lustre | nominal | 2 unique values
0 missing | |
| jurofm | nominal | 1 unique values
0 missing | |
| s | nominal | 1 unique values
0 missing | |
| p | nominal | 1 unique values
0 missing | |
| thick | numeric | 50 unique values
0 missing | |
| width | numeric | 68 unique values
0 missing | |
| len | numeric | 24 unique values
0 missing | |
| oil | nominal | 3 unique values
0 missing | |
| bore | nominal | 3 unique values
0 missing | |
| packing | nominal | 3 unique values
0 missing | |
| class | nominal | 5 unique values
0 missing | |