The Navigation of Home Service Robot Based on Deep Learning and Machine Learning

Table 10

The accuracy of three machine learning algorithms.

Error-tolerant rate	Linear SVR	Linear regression	Decision tree
1.0	0.0	0.0	0.0
1.1	0.23	0.58	0.42
1.2	0.62	0.79	0.67
1.3	0.78	0.88	0.78
1.4	0.89	0.95	0.88
1.5	0.97	0.98	0.96
1.6	0.99	0.99	0.98