A Machine Learning Method for Predicting Driving Range of Battery Electric Vehicles

Table 1

Statistical comparison of SOC before and after deletion operations.

Interval	Original frequency number	Frequency number after deletion	Original frequency	Frequency after deletion
(0,10]	40	10	0.0003	0.0001
(10,20]	134	54	0.0009	0.0004
(20,30]	1920	1438	0.0127	0.0113
(30,40]	7168	6130	0.0475	0.0481
(40,50]	14914	12638	0.0988	0.0992
(50,60]	18916	15854	0.1253	0.1244
(60,70]	23028	18954	0.1526	0.1487
(70,80]	27148	22468	0.1799	0.1763
(80,90]	24066	21354	0.1595	0.1676
(90,100]	33584	28528	0.2225	0.2239
Total	150918	127428	1	1