The parallel artificial membrane permeability assays model was used to determine the permeability of drugs. The microemulsion composition was adjusted to optimize the system to establish the quantitative retention-activity relationships model. The optimized model was improved by neural networks and support vector machine. MELC is a possible alternative to the PAMPA method for high-throughput permeability determination.