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Fig. 3 | Eye and Vision

Fig. 3

From: Application of machine learning in ophthalmic imaging modalities

Fig. 3

Schematic diagram of common algorithms in AI. a SVM are supervised learning models used to analyze the classification and regression of data. b RFs are an ensemble learning method that use multiple trees to train and predict samples. c CNNs are composed of layers of stacked neurons that can learn complex functions. d Reinforcement learning algorithms are used to train the action of an agent on an environment. Abbreviations: SVM, support vector machine; RF, random forest; CNN, convolutional neural networks

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