An AI model has been developed to predict whether electric vehicle batteries need replacement based on perfor…

An AI model has been developed to predict whether electric vehicle batteries need replacement based on performance data. The model was tested on a dataset of 700 vehicles and the resulting confusion matrix is as follows : $$\begin{array}{lcc}\text{Confusion Matrix}& \text{Reality: Yes}& \text{Reality: No}\\ \text{Prediction: Yes}& 590& 20\\ \text{Prediction: No}& 10& 80\end{array}$$ The above Confusion Matrix can also be represented as follows :