Results 41 to 50 of about 170,610 (66)

SBAMDT: Bayesian Additive Decision Trees with Adaptive Soft Semi-multivariate Split Rules

arXiv.org
Bayesian Additive Regression Trees [BART, Chipman et al., 2010] have gained significant popularity due to their remarkable predictive performance and ability to quantify uncertainty. However, standard decision tree models rely on recursive data splits at
Stamatina Lamprinakou, Huiyan Sang, B. Konomi, Ligang Lu   +3 more
semanticscholar   +1 more source

Decision Trees for the Imputation of Categorical Data

, 2017
Resolving the problem of missing data via imputation can theoretically be done by any prediction model. In the field of machine learning, a well known type of prediction model is a decision tree. However, the literature on how suitable a decision tree is
Tobias Rockel, D. Joenssen, U. Bankhofer
semanticscholar   +1 more source

Upper Bounds and Algorithms for Construction of Deterministic Decision Trees for Decision Tables. Second Approach

, 2020
M. Moshkov
semanticscholar   +1 more source

GATree: Evolutionary decision tree classifier in Python

Journal of Open Source Software
GATree is a Python library that simplifies the way decision trees are constructed and optimised for classification machine learning tasks 1 . Leveraging the principles of standard genetic algorithms, GATree allows for the dynamic evolution of decision ...
Tadej Lahovnik, Sašo Karakatič
semanticscholar   +1 more source

Comparative Analysis of Deterministic and Nondeterministic Decision Trees

Intelligent Systems Reference Library, 2020
M. Moshkov
semanticscholar   +1 more source

Counting the Number of Perfect Matchings, and Generalized Decision Trees

Problems of Information Transmission, 2021
Mikhail N. Vyalyi
semanticscholar   +1 more source

Proof complexity of systems of (non-deterministic) decision trees and branching programs

, 2020
Sam Buss, Anupam Das, Alexander Knop
openalex   +1 more source

Decision trees unearth return sign predictability in the S&P 500

, 2018
L. Fievet, D. Sornette
semanticscholar   +1 more source

Using similarity-based selection in evolutionary design of decision trees

International Convention on Information and Communication Technology, Electronics and Microelectronics, 2015
Leon Bošnjak, S. Karakatič, V. Podgorelec   +2 more
semanticscholar   +1 more source

COMPARITIVE ANALYSIS OF DETERMINISTIC AND NONDETERMINISTIC DECISION TREE COMPLEXITY. GLOBAL APPROACH

, 1996
Mikhail Moshkov
openalex   +1 more source