Margin
الهامش
المسافة بين حدّ القرار وأقرب نقطة بيانات من أيّ فئة. هامش أوسع يعني فصلاً أوضح وتقارباً أسرع.
The distance between the decision boundary and the nearest data point from either class. A wider margin means clearer separation and faster convergence.
Also translated asهامش الفصل، مسافة الفصل
First appears in this corpus in: The Perceptron: A Probabilistic Model for Information Storage and Organization in the Brain (1958)
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 Perceptron: A Probabilistic Model for Information Storage and Organization in the Brain1958in the sky ✦
- Support-Vector Networks1995in the sky ✦