A data mining procedure to forecast daily stock market return is proposed.
The raw data includes 60 financial and economic features over a 10-year period.
Combining ANNs with PCA gives slightly higher classification accuracy.
Combining ANNs with PCA provides significantly higher risk-adjusted profits.