A Strategy for the Effective Optimization of Pharmaceutical Formulations Based on Parameter-Optimized Support Vector Machine Model
Siqi Wang, Jianping Yang, Hengwei Chen, Kexin Chu, Xuefei Yu, Yaqiong Wei, Haixia Zhang, Mengjie Rui, Chunlai Feng
Topics & Concepts
Taguchi methodsParticle swarm optimizationSupport vector machineComputer scienceArtificial neural networkMathematical optimizationMean squared errorMathematicsAlgorithmMachine learningStatisticsAnalytical Chemistry and ChromatographyComputational Drug Discovery MethodsSpectroscopy and Chemometric Analyses