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Evaluating rule induction algorithms for scenario discovery

delete2026-05-06
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J
Jasper T. ter Horst
P
Patrick Steinmann *
J
Jan Kwakkel
DOI:10.1016/j.envsoft.2026.107006delete
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摘要

摘要

En 中文
• 用于情景发现中规则归纳方法评估的可重复工作流。 • 合成测试形状强调轴旋转、非线性及噪声。 • 统一指标:覆盖率、密度、可解释性、运行时间。 • 开放代码和基准测试实现公平、可扩展的比较。
Keyword:
Rule induction
PRIM
CART
Scenario discovery
Robust decision making
Deep uncertainty
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期刊

E
ENVIRONMENTAL MODELLING & SOFTWARE
IF:
4.6
论文数:
278
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