Improving Classifier Generalization
portes grátis
Improving Classifier Generalization
Real-Time Machine Learning based Applications
Sevakula, Rahul Kumar; Verma, Nishchal K.
Springer Verlag, Singapore
09/2022
166
Dura
Inglês
9789811950728
15 a 20 dias
Descrição não disponível.
Introduction to classification algorithms.- Methods to improve generalization performance.- MVPC - a classifier with very low VC dimension.- Framework for reliable fault detection with sensor data.- Membership functions for Fuzzy Support Vector Machine in noisy environment.- Stacked Denoising Sparse Autoencoder based Fuzzy rule classifiers.- Epilogue.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Classification algorithms;Generalization performance;Predictive maintenance;Cancer classification;Transfer learning;Class noise
Introduction to classification algorithms.- Methods to improve generalization performance.- MVPC - a classifier with very low VC dimension.- Framework for reliable fault detection with sensor data.- Membership functions for Fuzzy Support Vector Machine in noisy environment.- Stacked Denoising Sparse Autoencoder based Fuzzy rule classifiers.- Epilogue.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
