A combinatorial approach to the classification problem

By N. Yanev, S. Balev. 1999

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Supersparse linear integer models for optimized medical scoring systems (2015, background): “We then set W+ = N−/(1 + N−) to guarantee that the optimization would yield a classifier with the highest possible TPR with a maximum FPR less than 20% (see Section 3.1).”
Methods and Models for Interpretable Linear Classification (2014, background): “Accordingly, a large body of work has focused on improving the scalability of misclassification minimization by modifying formulations [20], applying heuristics [95, 118, 4], and designing specialized algorithms [100, 96, 85].”
Multicriteria classification and sorting methods: A literature review (2002, background): “Mousseau and Slowinski (1998) Sorting OR NLP (Linear/Non-linear) Zopounidis and Doumpos (1999) Sorting AUF LP Glen (1999) Classification LDF MIP Yanev and Balev (1999) Classification LDF MIP Zopounidis and Doumpos (2000b) Sorting AUF LP, MIP Konno and Kobayashi (2000) Classification LDF, QDF, Ellipt”