There have been some studies on the theoretical formula for predicting the filtering efficiency of an air filter; however, accurate predictions remain challenging even today. Measurement of the filtering efficiency of an air filter requires multiple devices, including compressed air, a particle generator, and a particle counter. Therefore, utilizing easily measurable performance parameters for prediction is advantageous as it eliminates the need for measuring equipment, resulting in significant cost reduction. This study focuses on the light shading rate (LSR) as a readily measurable parameter that potentially correlates with filtering efficiency. To predict filtering efficiency, an empirical formula using LSR was attempted to be developed. Four types of test filters were produced using glass wool with different fiber diameters (df) as materials. The packing density (a), thickness (T), LSR, and filtering efficiency were measured and analyzed. In modeling LSR, the number of fibers (Nf) for thickness direction was obtained by calculating the inter-fiber distance (Di) using the packing density and the fiber diameter. The LSR per fiber (LSR/Nf) was determined based on the number of fibers (Nf). To assess the validity of the experimental formula for LSR, calculated and actual LSR values were compared, demonstrating a high level of agreement. Additionally, an experimental formula was constructed to predict the filtering efficiency based on the correlation between the LSR and the filtering efficiency. The experimental formula for predicting filtering efficiency also exhibited a high level of agreement, affirming the effectiveness of utilizing LSR for predicting the filtering efficiency.