Results 121 to 130 of about 106,686 (311)
A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME
Advanced Intelligent SystemseXplainable artificial intelligence (XAI) methods have emerged to convert the black box of machine learning (ML) models into a more digestible form. These methods help to communicate how the model works with the aim of making ML models more transparent ...
Ahmed M. Salih +6 more
doaj +1 more source
Analysis of collinearity among 19 climate variables.
Collinearity matrix of candidate R. sibiricus predictor climate variables. Collinearity threshold is R > 0.75. Collinearity of variables increases with the depth of blue and red colors. Correlation strength increases with circle size. (TIF)
Baozhu Dong (14200568) +5 more
core +1 more source
Diagnostics, Implications and Handling of Collinearity in Linear Models [PDF]
This thesis addresses the issue of collinearity in explanatory linear regression models, where the magnitude and sign of model coeficient estimates are crucial for meaningful interpretation. If collinearity is left unaddressed, it can distort statistical
Haibach, Lillemor
core +1 more source
Advanced Science, EarlyView.The human brain's imagination, which enables autonomous driving hazard avoidance by completing missing visual information, relies on Gaussian‐stochastic neuron. We report the altermagnetic RuO2 spintronic neurons integrating field‐free switching and intrinsic Gaussian stochasticity, building an all‐spin ANN for high‐quality image repairing and high ...
Junwei Zeng +9 more
wiley +1 more source
Path analysis and expected response in indirect selection for grain yield in soybean
Crop Breeding and Applied Biotechnology, 2006 This study aimed to determine the best auxiliary trait for indirect selection of soybean grain yield, through path analysis and in avoidance of the adverse effects of multicollinearity and expected response.
Ivana Marino B·rbaro +5 more
doaj
FishesThe ability of common carp to withstand both short-term and long-term oxygen deprivation has been well documented; however, the potential genetic mechanisms behind common carp’s hypoxia response remain unclear.
Mohamed H. Abo-Raya +3 more
doaj +1 more source
Two Tier Hox Collinearity Mediates Vertebrate Axial Patterning [PDF]
, 2018 A two tier mechanism mediates Hox collinearity. Besides the familiar collinear chromatin modification within each Hox cluster (nanocollinearity), there is also a macrocollinearity tier.
Antony J. Durston
core +1 more source
Advanced Science, EarlyView.Five‐coordinate, square‐pyramidal Fe(II) complexes adopting polar, non‐centrosymmetric crystal structures exhibit exceptionally large easy‐axis magnetic anisotropy. Ligand‐driven distortions critically control the anisotropy, and the dielectric, Polarization vs Elecric field and piezo response studies confirm intrinsic polarization, positioning these ...
Vijaya Thangaraj +6 more
wiley +1 more source
Role of Categorical Variables in Multicollinearity in the Linear Regression Model [PDF]
, 2007 The present article discusses the role of categorical variable in the problem of multicollinearity in linear regression model. It exposes the diagnostic tool condition number to linear regression models with categorical explanatory variables and analyzes
Toutenburg, Helge +2 more
core +1 more source
Large Temperature‐invariant Anomalous Nernst Effect in Non‐collinear Antiferromagnet Mn3Pt
Advanced Science, EarlyView.Based on the noncollinear antiferromagnetic Mn3Pt thin films, the composition‐tunable Mn‐3d orbital states directly govern the Berry curvature. As a result, a giant and temperature‐invariant anomalous Nernst coefficient of 0.71 µV/K is achieved under Mn‐rich conditions.
Pengwei Gong +16 more
wiley +1 more source