the learning algorithm的意思|示意

Notice something important here: in the classification problem, the goal of the learning algorithm is to minimize the error with respect to the given inputs.

请注意这里提到的一个问题：在分类问题中，学习算法的目标是把给定输入中的错误最小化。

Every action has some impact in the environment, and the environment provides feedback in the form of rewards that guides the learning algorithm.

每种行为都对环境有影响，环境提供用于改进学习算法的反馈。

In other words, we let the learning algorithm tell us which instances to label, rather than selecting them randomly.

换句话说，让我们学习算法告诉我们，到标签的实例，随机选择，而不是他们。

Furthermore, the experiment using the learning algorithm to model a servo-mechanism and to construct the fault diagnosis system based on the model is carried out, the results is very good.

用这种学习算法建立某伺服机构的模型，并构造基于模型的故障诊断系统，通过实验取得了较好的结果。

The topologic structure and learning algorithm of the rough neural network are given, and the approximation theorem of the rough neural network is presented.

给出了粗糙神经网络的拓朴结构和学习算法以及粗糙神经网络的逼近定理。

The less informative features not only make the learning algorithm weaker, but also conceal the intrinsic characteristic behind the dataset.

那些信息量小的特征的存在，不仅使得学习算法表现不佳，而且会掩盖数据背后重要的本质信息。