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TableĀ 3 Goodness of fit (r2) during testing/fitting

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

Testing PBA GLM GB SVM Cubist MARS Ensemble Best MLA
Jan 0.55 0.56 0.62 0.56 0.65 0.47 0.67 0.68
Feb 0.53 0.55 0.61 0.57 0.64 0.50 0.65 0.64
Mar 0.48 0.49 0.52 0.48 0.56 0.43 0.57 0.58
Apr 0.52 0.55 0.58 0.55 0.65 0.47 0.65 0.64
May 0.41 0.44 0.48 0.44 0.50 0.39 0.51 0.52
Jun 0.53 0.59 0.63 0.60 0.67 0.52 0.68 0.68
Jul 0.55 0.58 0.66 0.61 0.66 0.53 0.69 0.69
Aug 0.51 0.53 0.58 0.56 0.62 0.48 0.63 0.62
Sep 0.52 0.57 0.64 0.57 0.68 0.51 0.69 0.68
Oct 0.49 0.56 0.59 0.57 0.63 0.49 0.64 0.63
Nov 0.52 0.57 0.63 0.54 0.64 0.48 0.66 0.66
Dec 0.51 0.56 0.61 0.57 0.66 0.51 0.67 0.60
All 0.51 0.54 0.59 0.55 0.63 0.48 0.64 0.64