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Multivariate classification prediction | Matlab based on TSOA-CNN-LSTM transit optimized convolutional neural network combined with long-term short-term memory network data classification prediction, MATLAB program, MATLAB version 2021 and above are required. Multi-line variable feature input optimizes the learning rate, convolution kernel size, and number of neurons, etc., which facilitates the addition of dimensions to optimize other parameters. because