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regression

Papers

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Showing 4276–4300 of 9424 papers

TitleStatusHype
High-Dimensional Linear Regression via Implicit Regularization—0
Asymmetric Random Projections—0
Incorporating domain knowledge into neural-guided search via in situ priors and constraints—0
Incorporating LLM Priors into Tabular Learners—0
Implicit Regularization Leads to Benign Overfitting for Sparse Linear Regression—0
Data-aided Sensing for Gaussian Process Regression in IoT Systems—0
Implicit Regression in Subspace for High-Sensitivity CEST Imaging—0
Importance Weighting Correction of Regularized Least-Squares for Covariate and Target Shifts—0
Important Molecular Descriptors Selection Using Self Tuned Reweighted Sampling Method for Prediction of Antituberculosis Activity—0
Data Aggregation for Reducing Training Data in Symbolic Regression—0
Improved Analysis of Sparse Linear Regression in Local Differential Privacy Model—0
Improved Calibration of Near-Infrared Spectra by Using Ensembles of Neural Network Models—0
Improved Clustering with Augmented k-means—0
Improved conformalized quantile regression—0
Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning—0
Improved Convex Decomposition with Ensembling and Boolean Primitives—0
Asymmetric kernel in Gaussian Processes for learning target variance—0
Improved Feature Generating Framework for Transductive Zero-shot Learning—0
Improved Generalization Bounds for Adversarially Robust Learning—0
Improved Generalization of Heading Direction Estimation for Aerial Filming Using Semi-supervised Regression—0
Data-driven computing in elasticity via kernel regression—0
Improved identification of breakpoints in piecewise regression and its applications—0
Improved Indoor Localization with Machine Learning Techniques for IoT applications—0
Improved Information Gain Estimates for Decision Tree Induction—0
Incorporating Background Knowledge in Symbolic Regression using a Computer Algebra System—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