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METHOD AND DEVICE FOR ACQUIRING TRAINING SAMPLE OF FIRST MODEL ON BASIS OF SECOND MODEL

机译:基于第二模型的第一模型训练样本的获取方法和装置

摘要

A method and device for acquiring a training sample of a first model on the basis of a second model, the method comprising: acquiring at least one first sample (S202), each first sample comprising characteristic data and a tag value, and the tag value corresponding to a predicted value of a first model; inputting the characteristic data of the at least one first sample into a second model respectively such that the second model performs output multiple times on the basis of the characteristic data of each first sample respectively, and on the basis of various output values respectively outputted by the second model, acquiring from the at least one first sample a first training sample set used for training the first model (S204), wherein the output values predict whether to choose a corresponding first sample as a training sample.
机译:一种用于基于第二模型来获取第一模型的训练样本的方法和设备,该方法包括:获取至少一个第一样本(S202),每个第一样本包括特征数据和标签值,以及标签值对应于第一模型的预测值;将至少一个第一样本的特征数据分别输入到第二模型中,使得第二模型分别基于每个第一样本的特征数据并且基于由第二模型分别输出的各种输出值执行多次输出第二模型,从至少一个第一样本中获取用于训练第一模型的第一训练样本集(S204),其中输出值预测是否选择相应的第一样本作为训练样本。

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