Research Article
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 |
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