Real estate price index forecasting on Dubai Weekly Real Estate Price Index Short Horizon
1.988MAERidge
Evaluation results
| Method | Links | |
|---|---|---|
| RidgeModality configuration=P2026.02 | 1.988 | |
| RidgeModality configuration=PC2026.02 | 2.248 | |
| RidgeModality configuration=PCS2026.02 | 2.26 | |
| RidgeModality configuration=PCSB2026.02 | 2.446 | |
| Naive-12MeanModality configuration=P2026.02 | 2.489 | |
| RidgeModality configuration=PCSBI2026.02 | 2.608 | |
| RFModality configuration=PCSB2026.02 | 2.796 | |
| XGBModality configuration=PCSBIG2026.02 | 2.822 | |
| RFModality configuration=PCSBIG2026.02 | 2.839 | |
| XGBModality configuration=PCSB2026.02 | 2.859 | |
| RFModality configuration=PCS2026.02 | 2.876 | |
| RFModality configuration=PC2026.02 | 2.887 | |
| RFModality configuration=P2026.02 | 2.905 | |
| RidgeModality configuration=PCSBIG2026.02 | 2.912 | |
| XGBModality configuration=PCS2026.02 | 2.935 | |
| XGBModality configuration=PCSBI2026.02 | 2.94 | |
| RFModality configuration=PCSBI2026.02 | 2.949 | |
| XGBModality configuration=PC2026.02 | 3.004 | |
| KNNModality configuration=PCSBIG2026.02 | 3.022 | |
| XGBModality configuration=P2026.02 | 3.075 | |
| KNNModality configuration=PCSBI2026.02 | 3.09 | |
| KNNModality configuration=P2026.02 | 3.104 | |
| KNNModality configuration=PCSB2026.02 | 3.161 | |
| KNNModality configuration=PCS2026.02 | 3.224 | |
| KNNModality configuration=PC2026.02 | 3.309 | |
| ARIMAModality configuration=P2026.02 | 3.582 | |
| LSTMModality configuration=P2026.02 | 4.746 | |
| LSTMModality configuration=PC2026.02 | 5.258 | |
| LSTMModality configuration=PCSBI2026.02 | 5.615 | |
| LSTMModality configuration=PCSB2026.02 | 5.741 | |
| LSTMModality configuration=PCSBIG2026.02 | 5.883 | |
| LSTMModality configuration=PCS2026.02 | 6.028 |