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Ten Tips For Determining The Complexity And The Algorithm Selection Of The Stock Trading Prediction System.
When evaluating an AI predictive model of stock trading the type of algorithm and the complexity of algorithms are key factors that impact model performance, interpretability, and adaptability. Here are 10 crucial tips to assess the algorithm selection and complexity efficiently: 1. The algorithm’s suitability to time-series data is a matter of determining. What is the reason? Stock data is a time-series by definition, which means it needs algorithms that are able to handle dependencies in a chronological method. How: Verify that the algorithm you select is specifically designed for analysis of time-series (e.g., LSTM, ARIMA) or can be adapted …