What is Out Of Bag Error ?

Out Of Bag Error is the number of wrongly classifying OOB sample. Random Forest is extension of decision tree bagging algorithm. Bagging algorithm use multiple algorithm to build model. Constructing many decision trees in random forest algorithm helps model to generalize the and learn data pattern. To select training sets for multiple tress bootstrapping helps.