Abstract: The invention is in the field of automatic systems for electronic classification of objects which are characterized by electronic attributes. A device and a method for generating a classifier for automatically sorting objects, which are respectively characterized by electronic attributes, are provided, in particular a classifier for automatically sorting manufactured products into up-to-standard products and defective products, having a storage device for storing a set of electronic training data, which comprises a respective electronic attribute set for training objects, and having a processor device for processing the electronic training data, a dimension (d) being determined by the number of attributes in the respective electronic attribute set. The processor device has discretization means for automatically discretizing a function space (V), which is defined over the real numbers (Rd), into subspaces (VN, N=2, 3, . . .

Abstract: The invention is in the field of automatic systems for electronic classification of objects which Are characterized by electronic attributes. A device and a method for generating a classifier for Automatically sorting objects, which are respectively characterized by electronic attributes, are Provided, in particular a classifier for automatically sorting manufactured products into up-to-storage standard products and defective products, having a storage device for storing a set of electronic training data, which comprises a respective electronic attribute set for training objects, and having a processor device for processing the electronic training data, a dimension (d) being determined by the number of attributes in the respective electronic attribute set. The processor device has discretization means for automatically discretizing a function space (V), which is defined over the real numbers (R d), into subspaces (VN, N=2, 3, . . .