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Advances, Systems and Applications

Journal of Cloud Computing Cover Image

Table 5 MAE and RMSE values (growing pattern)

From: An autonomic prediction suite for cloud resource provisioning

Phase Window size MAE RMSE
MLP MLPWD SVM MLP MLPWD SVM
Training 2 2.5 2.1 1.7 3.9 4.02 3.8
3 2.8 2.3 1.75 3.9 3.82 3.7
4 2.7 2.3 1.8 4.1 3.87 3.6
5 2.7 2.5 1.8 3.98 3.89 3.7
6 2.6 2.4 1.8 3.88 3.71 3.6
7 2.7 2.4 1.81 3.84 3.81 3.6
8 2.66 2.33 1.78 3.78 3.62 3.5
9 2.8 2.22 1.78 3.95 3.7 3.3
10 2.57 2.25 1.78 4 3.7 3.4
Testing 2 3.77 3 2.5 4.4 4 3.7
3 3.85 3.6 2.5 4.91 4.21 3.7
4 3.55 3.5 2.6 4.92 4.5 3.65
5 3.64 3.41 2.4 4.71 4.22 3.6
6 3.89 3.42 2.3 4.52 4.31 3.7
7 3.84 3.31 2.2 5.11 4 3.7
8 3.95 3.02 2.2 5.52 3.99 3.4
9 4.12 3 2.2 5.98 3.95 3.5
10 4.1 2.8 2.2 6.02 3.9 3.7