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regression

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Showing 6701–6725 of 9424 papers

TitleStatusHype
Uncertainty Quantification for Bayesian Optimization—0
Uncertainty quantification for distributed regression—0
Uncertainty quantification for improving radiomic-based models in radiation pneumonitis prediction—0
Uncertainty Quantification in Ensembles of Honest Regression Trees using Generalized Fiducial Inference—0
Uncertainty quantification in metric spaces—0
Uncertainty Quantification Metrics for Deep Regression—0
Uncertainty Quantification using Generative Approach—0
Self-Supervised 3D Traversability Estimation with Proxy Bank Guidance—0
Uncertainty separation via ensemble quantile regression—0
Uncertainty, volatility and the persistence norms of financial time series—0
Unconditional Quantile Partial Effects via Conditional Quantile Regression—0
Unconditional Quantile Regression with High Dimensional Data—0
Unconstrained Monocular 3D Human Pose Estimation by Action Detection and Cross-Modality Regression Forest—0
Uncoupled isotonic regression via minimum Wasserstein deconvolution—0
Uncovering a factor-based expected return conditioning structure with Regression Trees jointly for many stocks—0
Uncovering the Underlying Physics of Degrading System Behavior Through a Deep Neural Network Framework: The Case of Remaining Useful Life Prognosis—0
Least Squares Regression Can Exhibit Under-Parameterized Double Descent—0
Understanding and Comparing Scalable Gaussian Process Regression for Big Data—0
Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression—0
Understanding Deep Learning Generalization by Maximum Entropy—0
Understanding Forgetting in Continual Learning with Linear Regression—0
Understanding Kernel Ridge Regression: Common behaviors from simple functions to density functionals—0
Understanding LLM Embeddings for Regression—0
Understanding Machine-learned Density Functionals—0
Understanding Overfitting in Adversarial Training via Kernel Regression—0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

Benchmark Results

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