Comparative Models of Price Estimation Using Multiple Linear Regression and Random Forest Methods

被引:0
|
作者
Crosss Sihombing, Denny Jean [1 ]
Othernima, Desi C. [1 ]
Manurung, Jonson [2 ]
Sagala, Jijon Raphita [3 ]
机构
[1] Atma Jaya Catholic University of Indonesia, Faculty of Engineering, Dept. Information System, Jakarta, Indonesia
[2] STMIK Pelita Nusantara, Dept. Software Engineering, Medan, Indonesia
[3] STMIK Pelita Nusantara, Dept. Information Technology, Medan, Indonesia
关键词
Engineering Village;
D O I
暂无
中图分类号
学科分类号
摘要
Accuracy rate - Comparative modeling - House's prices - Jakarta - Machine-learning - Multiple linear regressions - Property - Random forest methods - Random forests - Regression forests
引用
收藏
页码:478 / 483
相关论文
共 50 条
  • [41] Convenient methods for estimation of linear regression models with MA(q) disturbances
    Choudhury, AH
    Power, S
    StLouis, RD
    [J]. CANADIAN JOURNAL OF ECONOMICS-REVUE CANADIENNE D ECONOMIQUE, 1996, 29 (02): : 309 - 317
  • [42] Combining empirical likelihood and robust estimation methods for linear regression models
    Ozdemir, Senay
    Arslan, Olcay
    [J]. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2022, 51 (03) : 941 - 954
  • [43] Estimation of regression vectors in linear mixed models with Dirichlet process random effects
    Li, Chen
    Casella, George
    Ghosh, Malay
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2018, 47 (16) : 3935 - 3954
  • [44] Linear regression estimation of discrete choice models with nonparametric distributions of random coefficients
    Bajari, Patrick
    Fox, Jeremy T.
    Ryan, Stephen P.
    [J]. AMERICAN ECONOMIC REVIEW, 2007, 97 (02): : 459 - 463
  • [45] Least squares estimation of linear regression models for convex compact random sets
    Gil González-Rodríguez
    Ángela Blanco
    Norberto Corral
    Ana Colubi
    [J]. Advances in Data Analysis and Classification, 2007, 1 : 67 - 81
  • [46] Least squares estimation of linear regression models for convex compact random sets
    Gonzalez-Rodriguez, Gil
    Blanco, Angela
    Corral, Norberto
    Colubi, Ana
    [J]. ADVANCES IN DATA ANALYSIS AND CLASSIFICATION, 2007, 1 (01) : 67 - 81
  • [47] Sequential estimation for the multiple linear regression models with balanced loss functions
    Sengupta, Raghu Nandan
    Bapat, Sudeep R.
    Joshi, Neeraj
    [J]. SEQUENTIAL ANALYSIS-DESIGN METHODS AND APPLICATIONS, 2024, 43 (02): : 211 - 232
  • [48] A comparative study of random forests and multiple linear regression in the prediction of landslide velocity
    Martin Krkač
    Sanja Bernat Gazibara
    Željko Arbanas
    Marin Sečanj
    Snježana Mihalić Arbanas
    [J]. Landslides, 2020, 17 : 2515 - 2531
  • [49] Assessment of steganalytic methods using multiple regression models
    Böhme, R
    [J]. INFORMATION HIDING, 2005, 3727 : 278 - 295
  • [50] A comparative study of random forests and multiple linear regression in the prediction of landslide velocity
    Krkac, Martin
    Bernat Gazibara, Sanja
    Arbanas, Zeljko
    Secanj, Marin
    Mihalic Arbanas, Snjezana
    [J]. LANDSLIDES, 2020, 17 (11) : 2515 - 2531