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regression

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Showing 851–875 of 9424 papers

TitleStatusHype
Optimizing Shortfall Risk Metric for Learning Regression Models—0
On the Mechanisms of Weak-to-Strong Generalization: A Theoretical Perspective—0
Development of Interactive Nomograms for Predicting Short-Term Survival in ICU Patients with Aplastic Anemia—0
RQR3D: Reparametrizing the regression targets for BEV-based 3D object detection—0
Liouville PDE-based sliced-Wasserstein flow for fair regression—0
Decoupling Representation and Learning in Genetic Programming: the LaSER Approach—0
Uncertainty Quantification in SVM predictionCode0
Are the confidence scores of reviewers consistent with the review content? Evidence from top conference proceedings in AICode0
SplitWise Regression: Stepwise Modeling with Adaptive Dummy EncodingCode0
A Linear Approach to Data Poisoning—0
AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal EmbeddingsCode0
Computational Efficiency under Covariate Shift in Kernel Ridge Regression—0
TranSUN: A Preemptive Paradigm to Eradicate Retransformation Bias Intrinsically from Regression Models in Recommender Systems—0
Interpretable Robotic Friction Learning via Symbolic Regression—0
Robust learning of halfspaces under log-concave marginals—0
Augmented Regression Models using Neurochaos Learning—0
Why Regression? Binary Encoding Classification Brings Confidence to Stock Market Index Price Prediction—0
Distribution Regression with Censored Selection—0
A Classical View on Benign Overfitting: The Role of Sample Size—0
STRIDE: Sparse Techniques for Regression in Deep Gaussian Processes—0
Effective Probabilistic Time Series Forecasting with Fourier Adaptive Noise-Separated Diffusion—0
Nash: Neural Adaptive Shrinkage for Structured High-Dimensional Regression—0
Risk Bounds For Distributional Regression—0
Fast Learning in Quantitative Finance with Extreme Learning Machine—0
Neural Multivariate Regression: Qualitative Insights from the Unconstrained Feature Model—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