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Benchmarks
Energy Consumption Prediction on Melbourne Water Eastern Treatment Plant (test)
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1,242.28
MSE
Random Forest
1,186.0972
1,565.3311
1,944.565
2,323.7989
Jan 26, 2026
MSE
RMSE
MAE
MAPE
Updated 3mo ago
Evaluation Results
Method
Method
Links
MSE
RMSE
MAE
MAPE
Random Forest
2026.01
1,242.28
35.25
26.63
10.38
IT2-ANFIS
Number of fuzzy rules=7
2026.01
1,671.21
41.1
32.07
12.34
ANFIS-1
Order=First-order Sugeno
2026.01
1,677.46
41.1
32.08
12.34
ANFIS-0
Order=Zero-order Sugeno
2026.01
1,776.95
42.15
32.26
12.61
Support Vector Machine
2026.01
2,646.85
51.45
38.7
14.83
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