VC Dimension

بُعد VC

مقياس لسعة فئة من الدوال — تحديداً أكبر عدد من النقاط التي يمكن للفئة تصنيفها بأي ترتيب ممكن. يُحدد عدد العينات اللازمة لضمان التعميم الجيد.

A measure of the capacity of a function class — specifically, the largest number of points the class can classify in any possible arrangement. It determines the number of samples needed to guarantee good generalization.

Also translated asبُعد فابنيك-تشيرفونينكيس، سعة VC، البُعد الاستيعابي

First appears in this corpus in: On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities (1971)

Appears in these papers

beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework2017 in the sky ✦
Neural Networks and the Bias/Variance Dilemma1992 in the sky ✦
A Theory of the Learnable1984 in the sky ✦
A Theory of the Learnable1984 in the sky ✦
On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities1971 in the sky ✦
On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities1971 in the sky ✦