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regression

Papers

Showing 25762600 of 9424 papers

TitleStatusHype
Comparative analysis using classification methods versus early stage diabetes0
NCART: Neural Classification and Regression Tree for Tabular Data0
Multifidelity Covariance Estimation via Regression on the Manifold of Symmetric Positive Definite Matrices0
SCOL: Supervised Contrastive Ordinal Loss for Abdominal Aortic Calcification Scoring on Vertebral Fracture Assessment ScansCode0
Towards Vertical Privacy-Preserving Symbolic Regression via Secure Multiparty Computation0
SACReg: Scene-Agnostic Coordinate Regression for Visual Localization0
Nonlinear Meta-Learning Can Guarantee Faster Rates0
Conditional expectation network for SHAP0
NeoSySPArtaN: A Neuro-Symbolic Spin Prediction Architecture for higher-order multipole waveforms from eccentric Binary Black Hole mergers using Numerical Relativity0
On minimizing the training set fill distance in machine learning regressionCode0
Bayesian Linear Regression with Cauchy Prior and Its Application in Sparse MIMO Radar0
The Connection Between R-Learning and Inverse-Variance Weighting for Estimation of Heterogeneous Treatment Effects0
Asymptotic equivalence of Principal Components and Quasi Maximum Likelihood estimators in Large Approximate Factor Models0
Radar-Based Estimation of Human Body Orientation Using Respiratory Features and Hierarchical Regression Model0
Regression-free Blind Image Quality Assessment with Content-Distortion Consistency0
Ord2Seq: Regarding Ordinal Regression as Label Sequence PredictionCode0
Covariate shift in nonparametric regression with Markovian design0
Discovering a reaction-diffusion model for Alzheimer's disease by combining PINNs with symbolic regression0
Towards Flexible Time-to-event Modeling: Optimizing Neural Networks via Rank RegressionCode0
RegExplainer: Generating Explanations for Graph Neural Networks in Regression TasksCode0
Learning Subjective Time-Series Data via Utopia Label Distribution Approximation0
Efficient Strongly Polynomial Algorithms for Quantile Regression0
MPDIoU: A Loss for Efficient and Accurate Bounding Box Regression0
Extended Graph Assessment Metrics for Graph Neural Networks0
Metal Oxide-based Gas Sensor Array for the VOCs Analysis in Complex Mixtures using Machine Learning0
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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