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Advances, Systems and Applications

Journal of Cloud Computing Cover Image

Table 6 MAE and RMSE values (unpredictable pattern)

From: An autonomic prediction suite for cloud resource provisioning

Phase Window size MAE RMSE
MLP MLPWD SVM MLP MLPWD SVM
Training 2 1.4 1.74 1.81 2.6 2.9 3.15
3 1.42 1.73 1.73 2.61 2.88 3.2
4 1.43 1.72 1.78 2.59 2.87 3.31
5 1.4 1.73 1.75 2.55 2.89 3.15
6 1.35 1.69 1.73 2.4 2.91 3.19
7 1.46 1.66 1.72 2.48 2.98 3.2
8 1.44 1.65 1.74 2.31 2.74 3.2
9 1.48 1.66 1.66 2.2 2.65 3.16
10 1.44 1.65 1.68 2.15 2.74 3.17
Testing 2 2.6 2.82 3.12 3.01 3.41 3.31
3 2.5 2.8 3.1 3 3.4 3.64
4 2.34 2.77 2.9 3 3.38 3.7
5 2.21 2.76 2.88 2.98 3.41 371
6 1.98 2.44 2.89 2.9 3.42 3.78
7 1.65 2.4 2.85 2.8 3.21 3.88
8 1.42 2.1 2.91 2.7 3.2 3.9
9 0.98 2.11 2.92 2.4 3.11 4.1
10 0.98 2.1 2.9 2.2 2.8 4.18