The forecast models are built for predicting the returns of
stock index closing prices. SVM models using global cues,
past lags and technical indicators are built and evaluated
using hit ratio and trading returns. Four past lag models are
built for each market: model with just one auto-lag, model
with two auto-lags, three auto-lags and four auto-lags.