This paper investigates a date-framework strategy to select feature candidates. The improved FS model has ability to select minimum and effect features. MAPE of the proposed model is 0.58%. The proposed model has satisfactory in-sample and out-sample forecasting accuracy. The proposed model outperforms the benchmarks in the whole year.