In summary, sample complexity is intrinsically tied to a model's complexity (VC dimension), the acceptable error margin (ε), the failure probability (δ), and the model's generalization error. These interrelated concepts collectively form the basis of our understanding of sample complexity in mac...
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aIf there is any tooling dimension deviates from the drawing, the inspection report shall be submitted to Quality Manager (or his designee) for disposition 如果有所有凿出的装饰维度从图画偏离,检查报告将递交给质量管理员(或他的designee)为性格[translate] ...
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(In fact, the skew-dimension is basically the largest quantity which obeys all of these properties.) Part (i) of this theorem was implicitly proven by Pálvölgi and Zhelezov by a different method. Part (ii) with replaced by was established by Manners. To our knowledge, part (iii) ...
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Finiteness results for sigmoidal "neural" networks Proc. 25th Annual Symp. Theory Computing, San Diego, May 1993 This paper deals with analog circuits. It establishes the finiteness of VC dimension, teaching dimension, and several other measures of sample complexity which arise in learni... ED ...
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