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regression

Papers

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Showing 5276–5300 of 9424 papers

TitleStatusHype
Robust priors for regularized regressionCode0
Splitting Gaussian Process Regression for Streaming Data—0
ERFit: Entropic Regression Fit Matlab Package, for Data-Driven System Identification of Underlying Dynamic EquationsCode0
Robust and Efficient Estimation of Potential Outcome Means under Random Assignment—0
Short-term prediction of photovoltaic power generation using Gaussian process regression—0
On the Universality of the Double Descent Peak in Ridgeless RegressionCode0
Exploring Semantic Capacity of TermsCode0
Multi-Resolution Fusion and Multi-scale Input Priors Based Crowd Counting—0
MetaDetect: Uncertainty Quantification and Prediction Quality Estimates for Object DetectionCode0
Surface Agnostic Metrics for Cortical Volume Segmentation and Regression—0
PrognoseNet: A Generative Probabilistic Framework for Multimodal Position Prediction given Context Information—0
Incorporating Machine Learning to Evaluate Solutions to the University Course Timetabling Problem—0
Explainable Online Validation of Machine Learning Models for Practical Applications—0
Local Regression Distribution EstimatorsCode0
Evaluation of company investment value based on machine learning—0
Adaptive Online Estimation of Piecewise Polynomial Trends—0
Consistent regression when oblivious outliers overwhelm—0
First-order Optimization for Superquantile-based Supervised LearningCode0
Quantile Surfaces -- Generalizing Quantile Regression to Multivariate Targets—0
A Framework of Learning Through Empirical Gain Maximization—0
Neural Model-based Optimization with Right-Censored Observations—0
Benign overfitting in ridge regression—0
Dynamic sparsity on dynamic regression models—0
Estimation of Switched Markov Polynomial NARX models—0
Selective Cascade of Residual ExtraTrees—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