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    whole data vs training/test data

    I have time series data of about 150 sample and 8 variables. It is used to generate a interaction network, whose exact structure is not known yet. I can propose a model using two ways: First approach, use 100 variable as training (derivation) data and 50 for testing (validation) set. This...