Study on Contribution of Different Journal Evaluation Indicators to Impact Factor Based on Machine Learning

Table 8

Rank top five in methods based on simple neural network.

Model	Rank 1	Rank 2	Rank 3	Rank 4		Rank 5
Correlation coefficient	H-index	Immediacy index	Citation num	Disciplinary impact index		Total citations
Square weight	H-index	Immediacy index	Cited half-life		Average number of citations	Number of regions
Input perturbation	Number of institutions	Number of papers	H-index	Total citations		Cited half-life
Hybrid	H-index	Immediacy index	Citation num	Disciplinary impact index		Total citations