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TableĀ 2 Goodness of fit (r2) during training

From: A mass-market appraisal of the English housing rental market using a diverse range of modelling techniques

Training GLM GB SVM Cubist MARS Best MLA
Jan 0.53 0.57 0.48 0.59 0.47 0.65
Feb 0.56 0.59 0.53 0.62 0.49 0.66
Mar 0.51 0.56 0.47 0.59 0.45 0.67
Apr 0.56 0.61 0.48 0.63 0.47 0.66
May 0.56 0.59 0.50 0.60 0.49 0.66
Jun 0.54 0.57 0.51 0.60 0.48 0.64
Jul 0.54 0.56 0.50 0.59 0.48 0.64
Aug 0.56 0.60 0.50 0.63 0.48 0.64
Sep 0.54 0.57 0.50 0.59 0.47 0.64
Oct 0.51 0.56 0.50 0.60 0.46 0.63
Nov 0.49 0.52 0.46 0.54 0.43 0.64
Dec 0.49 v54 0.47 0.57 0.43 0.63