Except Facebook dataset, experiments performed on the other datasets show that, intersection similarity values are more than 0.4.
All experiments were normalized with global scaling, MAS 5.0, Z-transformation, lowess or quantile method except the dataset of Park et al. [ 89] which was quantile normalized.
Citrate and Pyruvate are assumed not to be produced nor consumed except for dataset D1 in which citrate is consumed at 0.007 Cmol·kg-1·h-1 Cmol·kg-1·h-1 Cmol·kg-1·h-1
The performance results on the 9 datasets of GCD [ 16], OG [ 18], CVTree [ 21– 23], ComPhy [ 5], and CGCPhy are shown in Table 3. From the table, we can see that the accuracies of CGCPhy on most datasets are higher than those of other methods except for dataset 4, in which the performance of CGCPhy is a little lower than the ComPhy method.
As can be seen in Figure S2, while ZNMI and MIp preform similarly for the three datasets, Zres outperforms both algorithms for two of the three datasets (excepting the GPCR dataset).
We use a similar approach for constructing the GeoFaces dataset, except that the existing datasets have focused on scenes and our focus is faces.
However, botnet flow percentage increases (6 8%) when there are multiple bots present in the dataset (except scenario 12).
We have the following observations from the experimental results: (1) Our HierSymNMF2 algorithm has significant advantages over other methods in average normalized cut on most datasets except the Amazon dataset.
The total dataset except for the parameters of Al and ORP was analyzed by R-mode fanalysisandsis, and the result is showed in Table 2.
This filters out most of the travel information in the dataset, except interruptions such as traffic jams and waiting for public transport.
