Real estate price index forecasting on Dubai Weekly Real Estate Price Index Long Horizon
2.929MAEKNN
Evaluation results
| Method | Links | |
|---|---|---|
| KNNModality configuration=PCSBIG2026.02 | 2.929 | |
| KNNModality configuration=PCSBI2026.02 | 3.12 | |
| XGBModality configuration=PCSBIG2026.02 | 3.139 | |
| KNNModality configuration=PCSB2026.02 | 3.185 | |
| RFModality configuration=PCSBIG2026.02 | 3.26 | |
| XGBModality configuration=PCSB2026.02 | 3.385 | |
| RFModality configuration=PCSB2026.02 | 3.486 | |
| XGBModality configuration=PCSBI2026.02 | 3.493 | |
| RFModality configuration=PCSBI2026.02 | 3.583 | |
| KNNModality configuration=PCS2026.02 | 3.603 | |
| XGBModality configuration=PCS2026.02 | 3.644 | |
| RFModality configuration=PCS2026.02 | 3.738 | |
| RFModality configuration=PC2026.02 | 3.928 | |
| XGBModality configuration=PC2026.02 | 3.976 | |
| KNNModality configuration=PC2026.02 | 4.03 | |
| Naive-12MeanModality configuration=P2026.02 | 4.183 | |
| RFModality configuration=P2026.02 | 4.31 | |
| RidgeModality configuration=P2026.02 | 4.373 | |
| XGBModality configuration=P2026.02 | 4.417 | |
| KNNModality configuration=P2026.02 | 4.476 | |
| RidgeModality configuration=PCS2026.02 | 5.055 | |
| RidgeModality configuration=PCSB2026.02 | 5.097 | |
| ARIMAModality configuration=P2026.02 | 5.116 | |
| RidgeModality configuration=PC2026.02 | 5.135 | |
| RidgeModality configuration=PCSBIG2026.02 | 5.278 | |
| RidgeModality configuration=PCSBI2026.02 | 5.324 | |
| LSTMModality configuration=PC2026.02 | 5.399 | |
| LSTMModality configuration=P2026.02 | 5.541 | |
| LSTMModality configuration=PCSBIG2026.02 | 5.82 | |
| LSTMModality configuration=PCSBI2026.02 | 5.905 | |
| LSTMModality configuration=PCSB2026.02 | 5.958 | |
| LSTMModality configuration=PCS2026.02 | 6.138 |