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Table 1 Performance comparison among four different computation models in the framework fivefold cross validation

From: Prediction of microbe–disease association from the integration of neighbor and graph with collaborative recommendation model

Method

Fivefold cross validation result

NGRHMDA

0.9023 ± 0.0031

Graph-based single model

0.8871 ± 0.0026

Neighbor-based single model with symptom-based similarity

0.8935 ± 0.0041

Neighbor-based single model without symptom-based similarity

0.8834 ± 0.0034