Data Sets and Prediction Models Created using MLP, RNN and LSTM
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Binary Data Sets - 2018tbi219_shuffled3.csv and 2018tbi219_shuffled5.csv - these are stratified data sets that were able to produce prediction models with high prediction rates. Models.zip - this zip file contains the prediction models created using Keras Deep Learning Algorithms: MLP, RNN and LSTM Model Creation - Python Code Snippets - Code snippets for creating the prediction models
二进制数据集:包含2018tbi219_shuffled3.csv与2018tbi219_shuffled5.csv两个文件,二者均为经过分层处理的数据集,可用于构建具备高预测精度的预测模型。Models.zip压缩包:内含基于Keras深度学习算法构建的预测模型,涵盖多层感知机(MLP)、循环神经网络(RNN)与长短期记忆网络(LSTM);模型构建Python代码片段:用于构建上述预测模型的代码示例。
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Zenodo创建时间:
2019-09-07



