Feature: aggregates (min, max, larger area, etc.)

[linaskerath]

To provide more contextual information, we could add mean, minimum, maximum and other aggregated values of pixels surrounding the target one. Thus far, we computed a mean of directly adjacent pixels, but this feature could be ex- panded to include a wider area

[linaskerath]

maybe need to create more and test which are good predictors