Baseline Accuracy and Machine Learning Model Selection

If we think about two situations where our model blindly predicts either of the classes in the target column for all data points, our preferred model will be the one that predicts the most frequently occurring class. This would be the baseline model. Under such circumstances, let’s determine the baseline accuracy score for the given dataset.