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  • Search: subject:"Boosting ensemble regression trees"
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Artificial intelligence 1 Bayes-Statistik 1 Bayesian inference 1 Bayesian optimization 1 Boosting ensemble regression trees 1 Data Mining 1 Data mining 1 Forecasting model 1 Gaussian process regression 1 Hedonic price index 1 Hedonischer Preisindex 1 House price prediction 1 Immobilienpreis 1 Künstliche Intelligenz 1 Predictive analytics 1 Prognoseverfahren 1 Real estate price 1 Regression analysis 1 Regressionsanalyse 1 Support vector regression 1 Theorie 1 Theory 1
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CC license 1 Free 1
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Article in journal 1 Aufsatz in Zeitschrift 1
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English 1
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Avdoulas, Christos 1 Bekiros, Stelios 1 Lahmiri, Salim 1
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Decision analytics journal 1
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ECONIS (ZBW) 1
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A comparative assessment of machine learning methods for predicting housing prices using Bayesian optimization
Lahmiri, Salim; Bekiros, Stelios; Avdoulas, Christos - In: Decision analytics journal 6 (2023), pp. 1-8
statistical models to house price prediction problems. In that order, we use boosting ensemble regression trees, support vector … ability of each predictive system. The experimental results showed that boosting ensemble regression trees performed the best … perspective, it is concluded that boosting ensemble regression trees are clear candidates to be considered for operational house …
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