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How do you stop an AI from overfitting and just memorising data? You penalise it for being too complex. This is "regularisation," the primary antidote to the critical problem of overfitting. In this episode, we explain how regularisation works and why looking for it in a paper's methodology section is a quick way to judge the rigour and quality of the research.
#Regularization #AIinHealthcare #MachineLearning #ClinicalAI #HealthTech #Overfitting #DataScience #MedicalEducation #MedEd #ai in medicine Music generated by Mubert https://mubert.com/render
By Stephen AugerHow do you stop an AI from overfitting and just memorising data? You penalise it for being too complex. This is "regularisation," the primary antidote to the critical problem of overfitting. In this episode, we explain how regularisation works and why looking for it in a paper's methodology section is a quick way to judge the rigour and quality of the research.
#Regularization #AIinHealthcare #MachineLearning #ClinicalAI #HealthTech #Overfitting #DataScience #MedicalEducation #MedEd #ai in medicine Music generated by Mubert https://mubert.com/render