Fuzzy Decision Trees

GPTKB entity

Statements (28)
Predicate Object
gptkbp:instanceOf Decision Tree Variant
Machine Learning Algorithm
gptkbp:advantage Interpretability
Soft Decision Boundaries
gptkbp:appliesTo Data Mining
Control Systems
Medical Diagnosis
Financial Forecasting
gptkbp:canBe Unsupervised
Supervised
gptkbp:developedBy 1990s
gptkbp:handles Uncertainty
Imprecise Data
https://www.w3.org/2000/01/rdf-schema#label Fuzzy Decision Trees
gptkbp:learnsFrom Training Data
gptkbp:output Crisp Class Label
Fuzzy Class Membership
gptkbp:relatedTo Crisp Decision Trees
Fuzzy Rules
Fuzzy Sets
gptkbp:usedIn gptkb:Pattern_Recognition
Regression
Classification
gptkbp:uses gptkb:Fuzzy_Logic
Fuzzy Partitioning
Membership Functions
gptkbp:bfsParent gptkb:Fuzzy_Logic
gptkbp:bfsLayer 5