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regression

Papers

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Showing 2426–2450 of 9424 papers

TitleStatusHype
A spectrum of physics-informed Gaussian processes for regression in engineering—0
DPpack: An R Package for Differentially Private Statistical Analysis and Machine Learning—0
Decoupling the Curve Modeling and Pavement Regression for Lane Detection—0
Error Reduction from Stacked Regressions—0
Walking fingerprintingCode0
Harnessing Kernel Regression for Stochastic State Estimation in Solar-Integrated Power Grids—0
Asymptotically efficient adaptive identification under saturated output observation—0
Globally Convergent Accelerated Algorithms for Multilinear Sparse Logistic Regression with _0-constraints—0
Inverse classification with logistic and softmax classifiers: efficient optimization—0
Conditional validity of heteroskedastic conformal regressionCode0
Quantifying predictive uncertainty of aphasia severity in stroke patients with sparse heteroscedastic Bayesian high-dimensional regressionCode0
Personality Profiling: How informative are social media profiles in predicting personal information?—0
Convergence analysis of online algorithms for vector-valued kernel regression—0
Causal inference in network experiments: regression-based analysis and design-based properties—0
Spectrum-Aware Debiasing: A Modern Inference Framework with Applications to Principal Components Regression—0
Beta quantile regression for robust estimation of uncertainty in the presence of outliers—0
Is Solving Graph Neural Tangent Kernel Equivalent to Training Graph Neural Network?—0
How many Neurons do we need? A refined Analysis for Shallow Networks trained with Gradient Descent—0
Sound field decomposition based on two-stage neural networks—0
Racing Control Variable Genetic Programming for Symbolic RegressionCode0
Supervised Machine Learning and Physics based Machine Learning approach for prediction of peak temperature distribution in Additive Friction Stir Deposition of Aluminium Alloy—0
On Regularized Sparse Logistic Regression—0
A Consistent and Scalable Algorithm for Best Subset Selection in Single Index Models—0
AKEM: Aligning Knowledge Base to Queries with Ensemble Model for Entity Recognition and Linking—0
Bayesian longitudinal tensor response regression for modeling neuroplasticity—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