Analysis on the Bus Arrival Time Prediction Model for Human-Centric Services Using Data Mining Techniques

Table 3

Comparison of different models.

Algorithm	R-Squared	MSE	RMSE
SVR	0.914788192823	433.41898834	20.8187172
RFR	0.721238437404	2221.3996912	47.13172701
DTR	0.597991021123	3203.5357142	56.59978546
KNNR	0.842112238521	1258.17857142	35.47081295
GBR	0.38344528449	4913.21128311	70.09430278