linearly separable线性可分;线性可分的;线性可分离
linearly equivalent线性等价
Linearly Scalable可以线性扩展
Linearly Clustering线性聚簇
linearly equivalence线性等价
linearly independent线性无关的
vary linearly按线性变化
linearly increased线性上升
linearly convergent线性收敛
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