Developing a Hybrid Irrigation System for Smart Agriculture Using IoT Sensors and Machine Learning in Sri Ganganagar, Rajasthan

Table 4

Models anàlisis result.

Model	Parameters	Accuracy (%)	MSE
K-nearest neighbors	K = 5	99.3	1.66
Random forest	Random forest	99.8	0.16
Naïve Bayes	Gaussian NB	99.8	0.16
Support vector machine	Linear SVC	99.3	0.66
Logistic regression	Logistic regression	99.5	0.5