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regression

Papers

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Showing 6451–6475 of 9424 papers

TitleStatusHype
Theoretical Characterization of the Generalization Performance of Overfitted Meta-Learning—0
Theoretical limits of descending _0 sparse-regression ML algorithms—0
Theoretically Accurate Regularization Technique for Matrix Factorization based Recommender Systems—0
Theory of Deep Convolutional Neural Networks III: Approximating Radial Functions—0
Provable Training Set Debugging for Linear Regression—0
Theory of Posterior Concentration for Generalized Bayesian Additive Regression Trees—0
The Persistent Effects of Peru's Mining MITA: Double Machine Learning Approach—0
The phase transition for the existence of the maximum likelihood estimate in high-dimensional logistic regression—0
The Phase Transition Phenomenon of Shuffled Regression—0
The Political Resource Curse Redux—0
The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift—0
The Prediction Advantage: A Universally Meaningful Performance Measure for Classification and Regression—0
Distribution Free Uncertainty for the Minimum Norm Solution of Over-parameterized Linear Regression—0
The Prevalence of Neural Collapse in Neural Multivariate Regression—0
Projection to Fairness in Statistical Learning—0
The Renyi Gaussian Process: Towards Improved Generalization—0
Thermal Vision: Pioneering Non-Invasive Temperature Tracking in Congested Spaces—0
The role of regularization in classification of high-dimensional noisy Gaussian mixture—0
The Sample Complexity of Meta Sparse Regression—0
Lassoed Tree Boosting—0
The Short-term Impact of Congestion Taxes on Ridesourcing Demand and Traffic Congestion: Evidence from Chicago—0
The Spatially-Conscious Machine Learning Model—0
The Statistical Cost of Robust Kernel Hyperparameter Tuning—0
The Statistical Cost of Robust Kernel Hyperparameter Turning—0
The Statistics of Streaming Sparse 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