Auto Parts Sales Prediction based on Machine Learning for Small Data and a Long Replacement Cycle

To predict the sales of auto parts in the auto part companies, an auto Parts sales prediction method based on Machine Learning for small data and a long replacement cycle is proposed. The predictive model based on machine learning is mainly used for auto parts with a long replacement cycle and small data. We verified by experimentation that our model prediction method based on machine learning can accurately forecast the sales of auto parts with small data and a long replacement period.