Real estate price index forecasting on Dubai Weekly Real Estate Price Index Medium Horizon
2.91MAEKNN
Evaluation results
| Method | Links | |
|---|---|---|
| KNNModality configuration=PCSBIG2026.02 | 2.91 | |
| KNNModality configuration=PCSBI2026.02 | 3.002 | |
| XGBModality configuration=PCSBIG2026.02 | 3.056 | |
| KNNModality configuration=PCSB2026.02 | 3.146 | |
| RFModality configuration=PCSBIG2026.02 | 3.218 | |
| XGBModality configuration=PCSB2026.02 | 3.248 | |
| XGBModality configuration=PCSBI2026.02 | 3.316 | |
| RFModality configuration=PCSB2026.02 | 3.376 | |
| Naive-12MeanModality configuration=P2026.02 | 3.387 | |
| RidgeModality configuration=P2026.02 | 3.426 | |
| XGBModality configuration=PCS2026.02 | 3.428 | |
| KNNModality configuration=PCS2026.02 | 3.463 | |
| RFModality configuration=PCSBI2026.02 | 3.484 | |
| RFModality configuration=PCS2026.02 | 3.56 | |
| XGBModality configuration=PC2026.02 | 3.649 | |
| RFModality configuration=PC2026.02 | 3.687 | |
| KNNModality configuration=PC2026.02 | 3.749 | |
| RFModality configuration=P2026.02 | 3.858 | |
| XGBModality configuration=P2026.02 | 3.955 | |
| RidgeModality configuration=PCS2026.02 | 3.987 | |
| RidgeModality configuration=PC2026.02 | 4.005 | |
| KNNModality configuration=P2026.02 | 4.031 | |
| RidgeModality configuration=PCSB2026.02 | 4.254 | |
| ARIMAModality configuration=P2026.02 | 4.404 | |
| RidgeModality configuration=PCSBI2026.02 | 4.428 | |
| RidgeModality configuration=PCSBIG2026.02 | 4.687 | |
| LSTMModality configuration=P2026.02 | 5.189 | |
| LSTMModality configuration=PC2026.02 | 5.462 | |
| LSTMModality configuration=PCSBIG2026.02 | 5.603 | |
| LSTMModality configuration=PCSBI2026.02 | 5.702 | |
| LSTMModality configuration=PCSB2026.02 | 5.864 | |
| LSTMModality configuration=PCS2026.02 | 5.893 |