what is the likelihood value ? why do prediction models attempt to maximize it?

What is the likelihood value? Why do prediction models attempt to maximize it? OA. The likelihood value allows data scientists to identify misclassified predictions. The higher the likelihood value the easier it is for the scientists to iden OB. The likelihood value is a measure of the model's rate of failure. Most prediction models aim to minimize the likelihood value rather than to maximize OG. The likelihood value identifies whether the feature variables used to make predictions above the target variable make economia sense. The highert D. The likelihood value is a monture of the model's ability to give accurate predictions. Models with high likelihood values give better predictions