Decision Stump
جذع القرار
أبسط أشكال أشجار القرار: شجرة بعمق طبقة واحدة فقط تقطع فضاء السمات بعتبة واحدة على سمة واحدة. تُستخدم كمُتعلِّم ضعيف تقليدي في AdaBoost.
The simplest form of a decision tree: a depth-1 tree that splits the feature space with a single threshold on a single feature. The classic weak learner choice for AdaBoost.
Also translated asشجرة قرار أحادية العمق، الجذع التصنيفي
First appears in this corpus in: The Strength of Weak Learnability (1990)
Appears in these papers
- A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting1997in the sky ✦
- A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting1997in the sky ✦
- The Strength of Weak Learnability1990in the sky ✦
- The Strength of Weak Learnability1990in the sky ✦