Results 171 to 180 of about 169,825 (305)
, 2012 We discuss a novel decision tree architecture with soft decisions at the internal nodes where we choose both children with probabilities given by a sigmoid gating function. Our algorithm is incremental where new nodes are added when needed and parameters are learned using gradient-descent.
Irsoy, Ozan +2 more
openaire +2 more sources
Advanced Science, EarlyView.This study established an RT‐MSCs‐based therapeutic approach for scleroderma in mice. RT‐MSCs attenuated fibrosis by regulating mitochondrial autophagy and restored gut microbiota homeostasis. Metabolomic analyses confirmed recovery of key metabolites, and RT‐MSCs demonstrated favorable lesion targeting and safety profiles.
Xue Xia +5 more
wiley +1 more source
, 1992 Multivariate decision trees overcome a representational limitation of univariate decision trees: univariate decision trees are restricted to splits of the instance space that are orthogonal to the feature's axis.
Carla E. Brodley, Paul E. Utgoff
core
A Rare Allele of ST5 From Wild Rice Enhances Salt Tolerance in Rice
Advanced Science, EarlyView.A novel salt‐tolerance gene ST5W, characterized by a unique 36‐bp promoter insertion, is found exclusively in a small subset of Oryza rufipogon and is absent in cultivated rice. Field trials confirm ST5W significantly enhances rice yield across diverse genetic backgrounds under saline conditions.
Meng Xing +26 more
wiley +1 more source
Decision trees, Classification trees, Averaging, Minimum message length, Bayesian trees,
David Hand, Jonathan Oliver
core +1 more source
Decision trees to evaluate the risk of developing multiple sclerosis. [PDF]
Front Neuroinform, 2023 Pasella M +9 more
europepmc +1 more source
Machine Learning for Green Solvents: Assessment, Selection and Substitution
Advanced Science, EarlyView.Environmental regulations have intensified demand for green solvents, but discovery is limited by Solvent Selection Guides (SSGs) that quantify solvent sustainability. Training a machine learning model on GlaxoSmithKline SSG, a database of sustainability metrics for 10,189 solvents, GreenSolventDB is developed. Integrated with Hansen solubility metrics,
Rohan Datta +4 more
wiley +1 more source
Efficient Decision Trees for Tensor Regressions. [PDF]
J Comput Graph StatLuo H, Horiguchi A, Ma L.
europepmc +1 more source
Advanced Science, EarlyView.Soybean employs its circadian clock, governed by GmCCA1, to rhythmically defend against soybean cyst nematodes. The pathogen retaliates by secreting the effector Hg4E02, which hijacks the clock to suppress defense and co‐opt the host's translation machinery for nutrient acquisition.
Xingwei Wang +21 more
wiley +1 more source
First Order Alternating Decision Trees
, 2007 An alternating decision tree is a model that generalizes decision trees and boosted decision trees. The main advantages of alternating decision trees over boosting regular decision trees are that they are easier to interpret for human experts and that
Jan Struyf +4 more
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