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Training system, training device, method for training, training data creation device, training data creation method, terminal device, and threshold value changing device

机译:培训系统,培训设备,培训方法,培训数据创建设备,培训数据创建方法,终端设备和阈值更改设备

摘要

A training system comprises a training device, and a training data creation device. The training device trains a neural network. The training data creation device acquires any one of a positive evaluation indicating that content of the input data coincides with the label, a negative evaluation indicating that content of the input data does not coincide with the label, and an ignorable evaluation indicating exclusion from a training target label, for each label regarding the input data to create training data. In training the neural network for training, the training system adjusts the weight coefficient for the intermediate layer and makes the recognition score of the label with the ignorable evaluation not affect the adjustment of the weight coefficient for the intermediate layer.
机译:训练系统包括训练设备和训练数据创建设备。 训练设备列举神经网络。 训练数据创建设备获取正面评估中的任何一个,该正面评估指示输入数据的内容与标签一致,指示输入数据的内容与标签不一致的负面评估,以及指示从训练中排除的无知评估 目标标签,对于有关输入数据以创建培训数据的每个标签。 在训练神经网络进行训练中,训练系统调整中间层的权重系数,并使标签的识别得分与忽略评估不影响中间层的重量系数的调节。

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