Research Article

Predictive Model of Humidity in Greenhouses through Fuzzy Inference Systems Applying Optimization Methods

Table 7

Comparison with other prediction models.

ResearchMain technique

[33]Fuzzy inference system4.014e − 1
[27]Fuzzy inference system1.200e − 2
[34]Fuzzy inference system9.722e − 1
[35]Multiple linear regression
ARIMA
MLP feed-forward network
5.766e + 1
5.496e + 1
3.973e + 1
[36]CNN and GRU network7.458e + 0
[37]RNN-LSTM8.237e + 0
Mamdani fuzzy model developed8.200e − 3