Two Strategies for Avoiding Overfitting Long-Term Forecasting Models: Downsampling Predictor Fields and Shrinking Coefficients-Reference-Cited by-同舟云学术

Two Strategies for Avoiding Overfitting Long-Term Forecasting Models: Downsampling Predictor Fields and Shrinking Coefficients

Author:

He Ranran¹,Chen Yuanfang²,Liu Yong³,Pan Zhengwei⁴,Huang Qin⁵

Affiliation:

1. School of Management Science and Engineering, Anhui Univ. of Finance & Economics, Bengbu 233030, Anhui, China.

2. Professor, College of Hydrology and Water Resources, Hohai Univ., Nanjing 210098, China (corresponding author).

3. Professor, State Key Lab of Hydrology-Water Resources and Hydraulic Engineering, Nanjing Hydraulic Research Institute, Nanjing 210029, China.

4. Associate Professor, College of Civil Engineering, Bengbu Univ., Bengbu 233030, Anhui, China.

5. College of Hydrology and Water Resources, Hohai Univ., Nanjing 210098, China.

Publisher

American Society of Civil Engineers (ASCE)

Subject

General Environmental Science,Water Science and Technology,Civil and Structural Engineering,Environmental Chemistry

Link

Reference36 articles.

4. Efron, B. 1979. “Bootstrap methods: Another look at the jackknife.” In Breakthroughs in statistics, 565–568. New York, NY: Springer.

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献