Automatic time series forecasting model design based on pruning

Chunnan Wang, Xingyu Chen, Chengyue Wu, Hongzhi Wang

Abstract: Highlights•AutoTS algorithm to utilize the existing design skills and design efficient search methods for autoML on time series.•A two-stage pruning strategy to reduce the search difficulty.•Extensive experimental results show that AutoTS is well-suited for the TSF area.