Creamer, German; Freund, Yoav - In: Quantitative Finance 10 (2010) 4, pp. 401-420
We propose a multi-stock automated trading system that relies on a layered structure consisting of a machine learning algorithm, an online learning utility, and a risk management overlay. Alternating decision tree (ADT), which is implemented with Logitboost, was chosen as the underlying...