Multiclass financial distress prediction based on one‐versus‐one decomposition integrated with improved decision‐directed acyclic graph

Although binary financial distress prediction (FDP) is widely explored, multiclass FDP (MFDP) lacks enough investigation. This paper designs a new fusion method of improved decision‐directed acyclic graph (IDDAG) based on the principle of maximizing generalization ability and integrates it with the...

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Veröffentlicht in:	Journal of forecasting 2023-08, Vol.42 (5), p.1167-1186
Hauptverfasser:	Sun, Jie, Li, Jie, Fujita, Hamido, Ai, Wenguo
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial intelligence class imbalance decision‐directed acyclic graph Decomposition decomposition and fusion method Discriminant analysis Imbalance multiclass financial distress prediction one‐versus‐one Predictions Psychological distress Support vector machines
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