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

Table 3

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

Algorithm	Mean absolute error	Root mean squared error	Relative absolute error	Relative squared error	Coefficient of determination
Linear regression	58.73	80.43	1.21	1.41	-0.41
Boosted decision tree regression	48.67	70.15	1.00	1.07	-0.07
Decision forest regression	46.12	69.45	0.95	1.05	-0.05
Neural network	60.23	87.51	1.24	1.67	-0.67