And an increment training method of the RSOM tree is presented so that the model is able to adapt to learning in the dynamic and incremental case.
基于模型能够适应在动念增加的环境中学习这一要求,给出了一种RSOM树的增量训练方法。
参考来源 - 基于RSOM模型的树型混合学习模型研究·2,447,543篇论文数据，部分数据来源于NoteExpress
基于原训练样本集和新增训练样本集在增量训练中地位等同，提出了一种新的SVM增量学习算法。
Based on the equivalence between the original training set and the newly added training set, a new algorithm for SVM-based incremental learning was proposed.
将属性约简算法和支持向量机增量训练算法相结合，构造基于粗糙集数据预处理的支持向量机分类器。
To combine the attribute reduction algorithm and the incremental training algorithm of support vector machine, a support vector machine classifier based on rough set is constructed.
梯度下降算法是训练多层前向神经网络的一种有效方法，该算法可以以增量或者批量两种学习方式实现。
Gradient descent algorithm is an efficient method to train FNN, and it can be realized in batch or incremental manner.
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