The stress variation of the mined area in a gold mine has been monitored for a long time using a photoelastic stressmeter. The measurement results are analyzed by means of Fuzzy C-Means Cluster Algorithm, leading to a stability classification method for the mined area. The dominant pillar, a key contributor to the stability of the mined area, is discussed in detail. The research conclusions are verified in practice.