RainForest Algorithm / Framework – (Data Mining)
RainForest is framework specially designed to classify the large data set.
RainForest contains AVC set.
AVC set consist of the following parts;
After applying the AVC set table looks like;[quads id=1]
AVC sets can be built according to the amount of main memory available. This can be described in the following three cases;
- The AVC-set of the root node fits in main memory. 2. Each individual AVC-set of the root node fits in main memory, but the AVC-group of the root node does not fit in main memory.
3. None of the individual AVC-sets of the root fit in main memory.