output.txt

                        Benchmark In-Sample  Benchmark Out-Sample  \
Cumulative Return                  0.012300             -0.083400   
STDEV of Daily Returns             0.017004              0.008481   
Mean of Daily Returns              0.000168             -0.000137   

                        Manual Strategy In-Sample  Manual Strategy Out-Sample  \
Cumulative Return                        0.841100                    0.052200   
STDEV of Daily Returns                   0.012648                    0.007735   
Mean of Daily Returns                    0.001291                    0.000131   

                        Strategy Learner In-Sample  \
Cumulative Return                         0.955800   
STDEV of Daily Returns                    0.011804   
Mean of Daily Returns                     0.001401   

                        Strategy Learner Out-Sample  
Cumulative Return                          0.504900  
STDEV of Daily Returns                     0.006099  
Mean of Daily Returns                      0.000831