Research Article
Predictive Model of Humidity in Greenhouses through Fuzzy Inference Systems Applying Optimization Methods
Table 6
Accuracy and interpretability analysis for predictive models.
| | Fuzzy inference system | Best | Precision 1 | | Precision 2 | | Interpretation | Ranking |
| | Sugeno cluster | 9.100e − 3 | 2.0 | 1.238e − 2 | 2.0 | 2.0 | 3.0 | 5.0 | | ANFIS cluster | 4.750e − 3 | 6.0 | 9.598e − 3 | 5.0 | 5.5 | 1.0 | 6.5 | | Mamdani cluster | 8.450e − 3 | 3.0 | 9.815e − 3 | 4.0 | 3.5 | 5.0 | 8.5 | | Sugeno | 9.400e − 3 | 1.0 | 1.796e − 2 | 1.0 | 1.0 | 4.0 | 5.0 | | ANFIS | 5.200e − 3 | 5.0 | 9.352e − 3 | 6.0 | 5.5 | 2.0 | 7.5 | | Mamdani | 8.200e − 3 | 4.0 | 1.108e − 2 | 3.0 | 3.5 | 6.0 | 9.5 |
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