Table 6 Comparison of ARIMA-SVM model on outlier detection
From: Forecasting household energy consumption based on lifestyle data using hybrid machine learning
s/n | Method | MAPE (%) |
|---|---|---|
Phase-2 | ARIMA-SVM (with outlier detection) | 4.20 |
Phase-1 | ARIMA-SVM (without outlier detection) | 6.15 |