Kaggle, Kaggle Competition.
determine the optimal number of datum points to be averaged. Averaging 100 rows into a single row resulted in too coarse data whereas averaging only 3 rows had little effect. I empirically determined that averaging 7 consecutive datum points provided the optimal result, reducing the SVM training