Journal of Big Data

Table 2 Comparison among algorithms performances on the six driving cycles

From: On combining Big Data and machine learning to support eco-driving behaviours

Path	MLP	LR	KNN	CART	SVR	AB	GBM	RF
1	0.944	0.960	0.774	0.639	0.982	0.991	0.980	0.911
2	0.889	0.841	0.718	0.668	0.782	0.861	0.868	0.802
3	0.764	0.746	0.690	0.635	0.756	0.779	0.797	0.741
4	0.719	0.760	0.628	0.499	0.796	0.834	0.805	0.596
5	0.923	0.904	0.790	0.640	0.864	0.932	0.935	0.859
6	0.891	0.830	0.733	0.711	0.840	0.875	0.899	0.847
avg	0.855	0.840	0.722	0.632	0.837	0.879	0.881	0.793

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