Table 2. Open in new tab Experiments... | Oxford Academic

Table 2.

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Experiments result with and without k-fold cross-validation. The statistics are calculated on the blind test set only.

Model	Cross-validation			No cross-validation
	RMSE	Median	η	RMSE	Median	η
RF	0.252	−0.021	1.99	0.252	−0.021	2.07
MLPQNA	0.261	−0.016	1.76	0.261	−0.016	1.78

Model	Cross-validation			No cross-validation
	RMSE	Median	η	RMSE	Median	η
RF	0.252	−0.021	1.99	0.252	−0.021	2.07
MLPQNA	0.261	−0.016	1.76	0.261	−0.016	1.78

Table 2.

Open in new tab

Experiments result with and without k-fold cross-validation. The statistics are calculated on the blind test set only.

Model	Cross-validation			No cross-validation
	RMSE	Median	η	RMSE	Median	η
RF	0.252	−0.021	1.99	0.252	−0.021	2.07
MLPQNA	0.261	−0.016	1.76	0.261	−0.016	1.78

Model	Cross-validation			No cross-validation
	RMSE	Median	η	RMSE	Median	η
RF	0.252	−0.021	1.99	0.252	−0.021	2.07
MLPQNA	0.261	−0.016	1.76	0.261	−0.016	1.78