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  Indian J Med Microbiol
 

Figure 3: Training and validation metrics for the training of a model. The horizontal axis denotes the number of epochs (iteration over the entire training set once) since the beginning of the training. The y-axis of the top panel denotes the loss (categorical cross entropy); the y-axis of the bottom panel denotes the accuracy of CPT code prediction with reference to the final CPT code assignments, expressed as fraction. The salmon color denotes metrics associated with training data; the teal color denotes the metrics of the validation data. CPT: Current procedural terminology

Figure 3: Training and validation metrics for the training of a model. The horizontal axis denotes the number of epochs (iteration over the entire training set once) since the beginning of the training. The y-axis of the top panel denotes the loss (categorical cross entropy); the y-axis of the bottom panel denotes the accuracy of CPT code prediction with reference to the final CPT code assignments, expressed as fraction. The salmon color denotes metrics associated with training data; the teal color denotes the metrics of the validation data. CPT: Current procedural terminology