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Under the proposed method, Shapley value will be implemented as the feature selection of the data mining classifier on the mental health data. The approach is used to predict GAD among women. The methodology for this research is adapted from the process of Knowledge Discovery in Databases (KDD). This methodology consists of 5 main phases; namely data acquisition, data pre-processing, feature selection, classification prediction, and evaluation. Using this enhanced prediction algorithm, any women can get help if they are perceived to be