A Data-Driven Predictive Machine Learning Model for Efficiently Storing Temperature-Sensitive Medical Products, Such as Vaccines: Case Study: Pharmacies in Rwanda
Table 7
Comparison between neural network and linear regression on our datasets.
True value [Min]
Predicted_linear_reg
Predicted_DNN
2.3
2.5
2.6
2.8
3.1
3.1
1.6
2.1
2.0
2.4
2.4
2.4
1.2
1.1
2.0
0.4
0.8
2.0
1.6
1.8
1.9
0.9
1.1
2.0
0.6
1.0
2.0
1.6
1.6
2.1
1.1
0.9
2.0
3
2.8
2.5
1.3
1.1
2.1
4.2
3.2
2.3
3.5
3.2
2.4
4.3
3.2
2.7
3.2
3.2
2.9
Column 2 of Table 7 (the linear regression predicted values) can even be verified using equation (2).
