Our model is designed for stock recommendation, where companies with high absolute cumulative abnormal return expectations can be given to traders for their information.
it can be useful to have a confidence threshold beta in the model, so that only companies with p(y = 1|d f ) > β or p(y = −1|d f ) > β are recommended.