Journal of Big Data

Table 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

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