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The evolved model was made use of to predict the possible individual α7 binding task for 5275 tobacco constituents. The individual α7 binding task data for 84 regarding the 5275 tobacco constituents had been experimentally measured to confirm and empirically verify the prediction results. The forecast precision, sensitiveness, and specificity had been 64.3, 40.0, and 81.6per cent, respectively. The developed forecast model of individual α7 can be a useful tool for high-throughput screening o