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- | | MSE | R-value | R^2 | RMSE | F1 | MAPE | | | Approach | Link | Details |
- |-----------------------------------------------------------------------------------------|-----|---------|-----|------|----|------|---|---|--------------------------------------------|------|-------------------------------------------------------------------------------------------------------------------------------|
- | Vision based housing price estimation using interior,exterior&satelliteimages_full_text | X | | | | | | | | Images | | Standard deviation Algorithms Linear Regression LASSO Elastic Net K-Neares Neighbors Decision Tree Gradient Boosting Machine |
- | House price estimation from visual and textual features_full_text | X | X | X | | | | | | Text | | SVR (SVM) , NN |
- | Automated Housing Price Valuation | | | X | | | | | | Dados Espaciais, Indicadores Territoriais. | | Regressão Geograficamente Ponderada e/ Temporal, Indicadores Territoriais, PCA |
- | An Exposition of AVM Performance Metrics | | | | | | X | | | Dados Gerais | | Regressão Linear, Árvores de Decisão, Rede Neuronais, Ensemble methods and Hedonics models |
- | automated valuation models insight april 2022 - Texto genérico não estilo de Paper | | | | | | | | | | | |
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