Research Article

Integrated Model of Multiple Kernel Learning and Differential Evolution for EUR/USD Trading

Table 8

Trading and testing periods for MKL and DE.

PeriodProcessLength of period

1MKL learning3000 trading hours (around 6 months)
2MKL testing (prediction)3000 trading hours (around 6 months)
ā€ƒ2-1MKL-DE training1500 trading hours (around 3 months)
ā€ƒ2-2MKL-DE testing (trading)1500 trading hours (around 3 months)