Investigation of Bovine Disease and Events through Machine Learning Models
Ghalib Nadeem* and Muhammad Irfan Anis
High Performance Research Group, FEST, Iqra University Defence View, Karachi, Pakistan.
*Correspondence | Ghalib Nadeem, High Performance Research Group, FEST, Iqra University Defence View, Karachi, Pakistan; Email:
[email protected]
Figure 1:
Block diagram of entire flow.
Figure 2:
Graphical result of ML models for the event of Estrus in Data-set-1.
Figure 3:
Graphical result of ML models for the event of Calving in Data-set-1.
Figure 4:
Graphical result of ML models for the event of Mastitis in Data-set-1.
Figure 5:
Graphical result of ML models for the event of Lameness in Data-set-1.
Figure 6:
Graphical result of ML models for the event of Estrus in Data-set-2.
Figure 7:
Graphical result of ML models for the event of Acidosis in Data-set-2.
Figure 8:
Graphical result of ML models for the event of Mastitis in Data-set-2.
Figure 9:
Graphical result of ML models for the event of Lameness in Data-set-2.
Figure 10:
Graphical result of ML models for the event of Estrus in Data-set-3.
Figure 11:
Graphical result of ML models for the event of Estrus in Data-set-4.
Figure 12:
Graphical result of ML models for the event of Estrus in Data-set-4.
Figure 13:
Graphical result of ML models for the event of Mastitis in Data-set-4.