SOTAVerified

regression

Papers

Showing 42514275 of 9424 papers

TitleStatusHype
Hash-Based Tree Similarity and Simplification in Genetic Programming for Symbolic Regression0
Fast Low-Rank Tensor Decomposition by Ridge Leverage Score Sampling0
Neural Variational Gradient DescentCode1
Brain Inspired Computing Approach for the Optimization of the Thin Film Thickness of Polystyrene on the Glass Substrates0
Structure-Aware Long Short-Term Memory Network for 3D Cephalometric Landmark DetectionCode1
Online structural kernel selection for mobile health0
Estimation of a regression function on a manifold by fully connected deep neural networks0
Statistical Estimation from Dependent Data0
Using Shape Constraints for Improving Symbolic Regression Models0
Machine Learning-Based Empirical Investigation for Credit Scoring in Vietnam’s Banking0
Predicting Friction System Performance with Symbolic Regression and Genetic Programming with Factor Variables0
Incorporating domain knowledge into neural-guided search0
Can we globally optimize cross-validation loss? Quasiconvexity in ridge regression0
Reward-Weighted Regression Converges to a Global OptimumCode0
Automatic and explainable grading of meningiomas from histopathology imagesCode0
Multi-objective Test Case Selection Through Linkage Learning-based Crossover0
Decoupling Shrinkage and Selection for the Bayesian Quantile Regression0
Subset-of-Data Variational Inference for Deep Gaussian-Processes RegressionCode0
Minimising quantifier variance under prior probability shift0
Hamiltonian Monte Carlo for Regression with High-Dimensional Categorical Data0
LeanML: A Design Pattern To Slash Avoidable Wastes in Machine Learning Projects0
Flexible Covariate Adjustments in Regression Discontinuity Designs0
Chi-square and normal inference in high-dimensional multi-task regression0
Near-Optimal Algorithms for Linear Algebra in the Current Matrix Multiplication Time0
Machine learning of Kondo physics using variational autoencoders and symbolic regressionCode0
Show:102550
← PrevPage 171 of 377Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified