batch training

基本解释

Batch training of network makes weight vectors and its partial derivative vectors proportionally follow the change of all training vectors.
网络成批训练，使得权重矢量和偏导数矢量都同时与所有训练矢量的变化成正比地改变。
Traditional Support Vector Machine(SVM), which based on batch training, can't satisfy the real-time requirement of environmental pollution prediction with large scale data.
传统支持向量机基于批量训练方法，无法适应环境污染预测中的海量数据与实时性要求。
Incremental training and batch training based on gradient learning are discussed in this thesis from different angles, and two experiments are presented to verify views of this thesis.
这篇学位论文首先从多角度分析研究了基于梯度下降算法的增量训练和批量训练两种方式的优劣性，并结合两个实验加以验证。