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Št. zadetkov: 2
Estimating the performance of random forest versus multiple regression for predicting prices of the apartments
Marjan Čeh, Milan Kilibarda, Anka Lisec, Branislav Bajat
Izvirni znanstveni članek
Oznake: random forest;OLS;hedonic price model;PCA;Ljubljana;
The goal of this study is to analyse the predictive performance of the random forest machine learning technique in comparison to commonly used hedonic models based on multiple regression for the prediction of apartment prices. A data set that includes 7407 records of apartment transactions referring ...
Leto: 2018 Vir: Fakulteta za gradbeništvo in geodezijo (UL FGG)
Landslide assessment of the Strača basin (Croatia) using machine learning algorithms
Miloš Marjanović, Miloš Kovačević, Branislav Bajat, Snježana Mihalić Arbanas, Biljana Abolmasov
Izvirni znanstveni članek
Oznake: landslides;support vector machines;decision trees classifier;Starča Basin;
In this research, machine learning algorithms were compared in a landslide-susceptibility assessment. Given the input set of GIS layers for the Starča Basin, which included geological, hydrogeological, morphometric, and environmental data, a classification task was performed to classify the grid cel ...
Leto: 2011 Vir: Fakulteta za gradbeništvo, prometno inženirstvo in arhitekturo (UM FGPA)
Št. zadetkov: 2
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