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regression

Papers

Showing 351375 of 9424 papers

TitleStatusHype
Theoretical and Practical Analysis of Fréchet Regression via Comparison Geometry0
Error Distribution Smoothing:Advancing Low-Dimensional Imbalanced Regression0
Hybrid Fingerprint-based Positioning in Cell-Free Massive MIMO Systems0
Improving Power Plant CO2 Emission Estimation with Deep Learning and Satellite/Simulated DataCode0
Gaussian processes for dynamics learning in model predictive control0
GauCho: Gaussian Distributions with Cholesky Decomposition for Oriented Object Detection0
Regression and Forecasting of U.S. Stock Returns Based on LSTM0
Decoding-based RegressionCode3
Meta-learning of shared linear representations beyond well-specified linear regression0
Optimal Transport-based Conformal Prediction0
VKFPos: A Learning-Based Monocular Positioning with Variational Bayesian Extended Kalman Filter IntegrationCode0
Transformer Semantic Genetic Programming for Symbolic Regression0
HKAN: Hierarchical Kolmogorov-Arnold Network without Backpropagation0
A Comprehensive Analysis on Machine Learning based Methods for Lung Cancer Level Classification0
MolGraph-xLSTM: A graph-based dual-level xLSTM framework with multi-head mixture-of-experts for enhanced molecular representation and interpretability0
Contextual Online Decision Making with Infinite-Dimensional Functional Regression0
Improving Genetic Programming for Symbolic Regression with Equality GraphsCode0
Histogram approaches for imbalanced data streams regression0
Dynamics of Transient Structure in In-Context Linear Regression Transformers0
PulmoFusion: Advancing Pulmonary Health with Efficient Multi-Modal FusionCode0
rEGGression: an Interactive and Agnostic Tool for the Exploration of Symbolic Regression ModelsCode0
nabqr: Python package for improving probabilistic forecasts0
Data-Informed Model Complexity Metric for Optimizing Symbolic Regression Models0
Adaptively Weighted Averaging Over-the-Air Computation and Its Application to Distributed Gaussian Process Regression0
Knoop: Practical Enhancement of Knockoff with Over-Parameterization for Variable Selection0
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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