org.allenai.nlpstack.parse.poly.decisiontree
the collection of possible outcomes
the collection of decision trees
The set of all features found in at least one decision tree of the collection.
The set of all features found in at least one decision tree of the collection.
the collection of possible outcomes
Classifies an feature vector and optionally returns a "justification" for the classification decision.
Classifies an feature vector and optionally returns a "justification" for the classification decision.
feature vector to classify
(predicted outcome, optional justification for the prediction)
the collection of decision trees
Gets the probability distribution over outcomes.
Gets the probability distribution over outcomes.
feature vector to find outcome distribution for
probability distribution of outcomes according to training data
A RandomForest is a collection of decision trees. Each decision tree gets a single vote about the outcome. The outcome distribution is the normalized histogram of the votes.
the collection of possible outcomes
the collection of decision trees