Journal of Big Data

Table 2 Prediction results

From: Analyzing Bangkok city taxi ride: reforming fares for profit sustainability using big data driven model

Model	Actual	Predicted	RMSE	MAE	Accuracy (%)	F-meas.	Time (min)
RF	123.27	133.07	9.80	5.51	92.05	0.91	0.19
GBRT	123.27	135.23	11.96	6.01	90.30	0.87	1.33
DT	123.27	135.23	11.96	6.01	90.30	0.87	0.06
[22]	123.27	134.53	11.26	5.65	90.37	0.89	–
[23]	123.27	155.32	32.05	16.11	86.32	0.75	0.67

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