SOTAVerified

regression

Papers

Showing 34263450 of 9424 papers

TitleStatusHype
The Galactic 3D large-scale dust distribution via Gaussian process regression on spherical coordinates0
Predicting Sleeping Quality using Convolutional Neural Networks0
Double Machine Learning Methods for Estimating Average Treatment Effects: A Comparative StudyCode0
Local Gaussian process extrapolation for BART models with applications to causal inference0
Exploring Hidden Semantics in Neural Networks with Symbolic Regression0
Error-in-variables modelling for operator learning0
End-to-end symbolic regression with transformersCode1
Inverse characterization of composites using guided waves and convolutional neural networks with dual-branch feature fusion0
Distributed Nonparametric Estimation under Communication Constraints0
Accurate Molecular-Orbital-Based Machine Learning Energies via Unsupervised Clustering of Chemical Space0
Deep transfer operator learning for partial differential equations under conditional shiftCode1
Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive?0
Ordinal-ResLogit: Interpretable Deep Residual Neural Networks for Ordered Choices0
NFT Appraisal Prediction: Utilizing Search Trends, Public Market Data, Linear Regression and Recurrent Neural Networks0
Nonlinear and Nonseparable Structural Functions in Fuzzy Regression Discontinuity Designs0
On Acceleration of Gradient-Based Empirical Risk Minimization using Local Polynomial Regression0
FKreg: A MATLAB toolbox for fast Multivariate Kernel Regression0
Optimal Learning Rates for Regularized Least-Squares with a Fourier Capacity Condition0
The Importance of Landscape Features for Performance Prediction of Modular CMA-ES VariantsCode0
An interpretable machine learning approach for ferroalloys consumptions0
A Machine Learning Tutorial for Operational Meteorology, Part I: Traditional Machine LearningCode1
SSR-HEF: Crowd Counting with Multi-Scale Semantic Refining and Hard Example Focusing0
Active Learning for Regression by Inverse Distance Weighting0
Hierarchical Embedded Bayesian Additive Regression Trees0
Control-oriented meta-learningCode1
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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