Pruning is a data compression technique in machine learning and search algorithms that reduces the size of decision trees by removing sections of the...

several trees can be constructed parallelly to reduce the expected number of tests till classification. Decision tree pruning Binary decision diagram...

typically simple decision trees. When a decision tree is the weak learner, the resulting algorithm is called gradient-boosted trees; it usually outperforms...

plant. Pruning may also refer to: Decision tree pruning, a method of simplification of a decision tree Pruning (artificial neural network), a method of...

Alpha–beta pruning is a search algorithm that seeks to decrease the number of nodes that are evaluated by the minimax algorithm in its search tree. It is...

ID6MDL: Post-Pruning Incremental Decision Trees. Utgoff, P.E.; Berkman, N.C.; Clouse, J.A. (1997). "Decision tree induction based on efficient tree restructuring"...

game tree, since in many games a move need not be analyzed if there is another move that is better for the same player (for example alpha-beta pruning can...

original tree made mistakes. Grafting is the conceptual opposite of pruning, a more common technique where branches are removed from a complex tree to simplify...

pruning Expectiminimax Maxn algorithm Computer chess Horizon effect Lesser of two evils principle Minimax Condorcet Minimax regret Monte Carlo tree search...

In computer science, Monte Carlo tree search (MCTS) is a heuristic search algorithm for some kinds of decision processes, most notably those employed...

*-minimax, that enables alpha-beta pruning in expectiminimax trees. The problem with integrating alpha-beta pruning into the expectiminimax algorithm is...

Game tree size (total number of possible games) Decision complexity (number of leaf nodes in the smallest decision tree for initial position) Game-tree complexity...

plant. They require well-drained soil and protection from frost. When pruning the Wollemi pine, use sterile secateurs at any time of year to retain its...

and early treatment, pruning or felling to prevent the spread may result in timber stocks and amenity trees being saved. Tree owners and Arborists/arboriculturists...

the red mulberry tree tends to bleed after pruning, so pruning should be reduced to a minimum and should be conducted when the tree is dormant, as the...

used to generate a decision tree developed by Ross Quinlan. C4.5 is an extension of Quinlan's earlier ID3 algorithm. The decision trees generated by C4.5...

types(discrete or continuous) and in combinations. Repeated incremental pruning to produce error reduction (RIPPER) is a propositional rule learner proposed...

learners (such as decision stumps), it has been shown to also effectively combine strong base learners (such as deeper decision trees), producing an even...

the pruning and trimming of any public tree. However, they need not be as involved. Rather than needing the tree warden to be present when the tree is...

woody-stemmed tree or shrub species which produces true branches and remains small through pot confinement with crown and root pruning. Some species are...

reduces variance and overfitting. Although it is usually applied to decision tree methods, it can be used with any type of method. Bagging is a special...

Programming with Big Data in R Proper generalized decomposition Pruning (decision trees) Pushpak Bhattacharyya Q methodology Qloo Quality control and genetic...

analysis, a decision tree can be used to visually and explicitly represent decisions and decision making. In data mining, a decision tree describes data...

and promises to be cheaper, safer, more reliable, require less tree clearing and pruning, be more aesthetic, be less labor-intensive, require less maintenance...

science researcher in data mining and decision theory. He has contributed extensively to the development of decision tree algorithms, including inventing the...

and breadth-first search, as well as various heuristic-based search tree pruning methods such as backtracking and branch and bound. Unlike general metaheuristics...

is limited when individuals make decisions, and under these limitations, rational individuals will select a decision that is satisfactory rather than...

Review. 82: 1115–1156. ISSN 0036-2905. Lucas, J. P. (2007). "Pruning the Antitrust Tree: Credit Suisse Securities (USA) LLC v. Billing and the Immunization...

The tyranny of small decisions is a phenomenon in which a number of decisions, individually small and insignificant in size and time perspective, cumulatively...

Your Mathematical Plays Search algorithms Alpha–beta pruning Expectiminimax Minimax Monte Carlo tree search Negamax Paranoid algorithm Principal variation...