Optimized version of HaSa 1. We are now able to define the number of trees for randomForest. 2. Run in optimized mode a. Improve the code to only use raster objects in memory. Clean the temporary storage. b. Use matrices instead of raster when possible. 3. Add a new sample method which only works for the optimized_mode since it runs with matrices. 4. Add `last_ref_val`, this is, the default reference value for the last step (default: 500) Please check the documentation.
Optimized version of HaSa
- We are now able to define the number of trees for randomForest.
- Run in optimized mode a. Improve the code to only use raster objects in memory. Clean the temporary storage. b. Use matrices instead of raster when possible.
- Add a new sample method which only works for the optimized_mode since it runs with matrices. Now we have
random_raster
(equivalent to oldrandom
which usesraster::sampleRandom
function),raster_regular
(equivalent to oldregular
which usesraster::sampleRegular
function), andrandom_matrix
(new one which uses matrices and the stats::sample function over the only existent pixels and not over all as raster::sampleRandom - more info here). - Add
last_ref_val
, this is, the default reference value for the last step (default: 500)