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Table 1.

Response time.

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Table 2.

WSDL file download failure status.

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Table 2 Expand

Table 3.

Statistic of the dataset.

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Table 3 Expand

Table 4.

Comparison of accuracy of PFPre and other prediction methods in terms of MAE (the smaller the MAE value, the higher the prediction accuracy).

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Table 4 Expand

Table 5.

Comparison of accuracy of PFPre and other prediction methods in terms of NMAE (the smaller the NMAE value, the higher the prediction accuracy).

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Table 5 Expand

Fig 1.

The influence of different values of the neighbor_k parameter in the top-K algorithm on the prediction accuracy.

(a) Influence on the MAE (b) Influence on the NMAE.

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Fig 1 Expand

Fig 2.

The influence of different values of the parameter λ on prediction accuracy.

(a) Influence on the MAE (b) Influence on the NMAE.

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Fig 2 Expand

Table 6.

Recommendation results (in seconds).

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Table 6 Expand