A novel stacking-based ensemble learning framework for thermal error prediction of machine tool feed systems
Xiaoxuan Li, Qinghua Song, Xiaohui Fang, Liguo Zhang, Jin Zheng, Yukui Cai, Zhanqiang Liu, Jiakun Huang, Liquan Liu
Topics & Concepts
InterpretabilityEnsemble learningComputer scienceFeature (linguistics)GeneralizationMachiningMachine learningMean squared errorEnsemble forecastingArtificial intelligenceNonlinear systemMachine toolBase (topology)Monte Carlo methodAlgorithmThermalStackingRandom forestGeneralization errorKernel (algebra)Layer (electronics)Identification (biology)Linear discriminant analysisProcess (computing)Key (lock)Matching (statistics)Word error rateSample (material)Principal component analysisAdvanced machining processes and optimizationAdvanced Measurement and Metrology TechniquesHeat Transfer Mechanisms