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regression

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Showing 4951–4975 of 9424 papers

TitleStatusHype
Posterior Consistency for Bayesian Relevance Vector Machines—0
Posterior Consistency of Semi-Supervised Regression on Graphs—0
Unlabeled Data Help in Graph-Based Semi-Supervised Learning: A Bayesian Nonparametrics Perspective—0
Post-processing Multi-Model Medium-Term Precipitation Forecasts Using Convolutional Neural Networks—0
Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression—0
Post-Transfer Learning Statistical Inference in High-Dimensional Regression—0
POTEC: Off-Policy Learning for Large Action Spaces via Two-Stage Policy Decomposition—0
Potential and limitations of random Fourier features for dequantizing quantum machine learning—0
Potential weights and implicit causal designs in linear regression—0
Power Plant Performance Modeling with Concept Drift—0
Practical Bayesian optimization in the presence of outliers—0
Practical Contextual Bandits with Regression Oracles—0
Practical Perspectives on Quality Estimation for Machine Translation—0
Practical Privacy-Preserving Gaussian Process Regression via Secret Sharing—0
Precise Learning Curves and Higher-Order Scaling Limits for Dot Product Kernel Regression—0
Precise Model Benchmarking with Only a Few Observations—0
Precise Tradeoffs in Adversarial Training for Linear Regression—0
Predictability Analysis of Regression Problems via Conditional Entropy Estimations—0
Predictability Hidden by Anomalous Observations—0
Predictability of Distributional Semantics in Derivational Word Formation—0
Predicted Embedding Power Regression for Large-Scale Out-of-Distribution Detection—0
Predicting Affective States from Screen Text Sentiment—0
Predicting Airbnb Rental Prices Using Multiple Feature Modalities—0
Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based Neural Networks for Clinical Interpretability—0
Predicting Brain States from fMRI Data: Incremental Functional Principal Component 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