The number of support vectors will increase at least linearly with the size of the training set. It has a significant impact on the time of training and predicting if keep too much support vectors.
但是,目前在线算法通常需要考虑所有的训练样本,而支持向量的数量随训练样本的加入至少是呈线性地增加,保留过多的支持向量将影响SVM的训练速度和预测速度。
参考来源 - 支持向量机方法及其应用研究·2,447,543篇论文数据,部分数据来源于NoteExpress
"linearly polarized radiation"; "it grew linearly"
以上来源于: WordNet
The organic content in the cattle manure prescriptions was remarkably correlated linearly with muskmelon yield.
牛粪配方中有机质含量与甜瓜产量呈显著的线性相关。
The functions depend linearly on each of them.
函数与这些点呈线性关系。
CPU usage should grow linearly as the workload increases.
CPU 使用率应该随工作量的增加呈线性增长。
Because of the physics of diffusion it doesn't go linearly with distance.
由于扩散现象的物理特性,它和距离不是线性相关的
The force may taper off, the force may not be given by a straight line, but for modest deformations, every spring will have a linear regime in which the force is linearly proportional to the stretching.
它产生的力可能会渐渐消失,力的曲线可能不是一条直线,而有轻微的弯曲,每个弹簧都有一个线性区间,在这一区间内,力和伸长量是线性关系
It grows as b. The 3 doesn't matter, it's just a constant, it's growing linearly.
它按b来增长,3只是个常量,3没有作用,答案是线性增长的。
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