A Machine Learning Model to Predict Citation Counts of Scientific Papers in Otology Field

Table 7

Using different models to predict the total citations using the paper abstract.

Algorithm	Mean absolute error	Root mean squared error	Relative absolute error	Relative squared error	Coefficient of determination
Linear regression	51.49	68.56	1.25	1.30	-0.30
Boosted decision tree regression	47.87	66.00	1.16	1.21	-0.21
Decision forest regression	42.75	63.53	1.04	1.12	-0.12
Neural network	40.48	62.76	0.98	1.09	-0.09