Research Article

Gradient Boosted Trees Predictive Models for Surface Roughness in High-Speed Milling in the Steel and Aluminum Metalworking Industry

Table 6

Additional information for each dataset.

Data setDescription of the data

SlotsMaximal number of slots per test piece: 31
Minimum number of slots per test piece: 15
Number of experiments (4 variations of ap for each slot): 462
Number of partial measurements of surface roughness: 1848

GeometriesMaximal number of geometries per test piece: 8
Minimum number of geometries per test piece: 6
Number of experiments (2 variations of ae for each geometry): 768
Number of partial measurements of surface roughness: 1638