SOTAVerified

regression

Papers

Showing 49515000 of 9424 papers

TitleStatusHype
Posterior Consistency for Bayesian Relevance Vector Machines0
Posterior Consistency of Semi-Supervised Regression on Graphs0
Unlabeled Data Help in Graph-Based Semi-Supervised Learning: A Bayesian Nonparametrics Perspective0
Post-processing Multi-Model Medium-Term Precipitation Forecasts Using Convolutional Neural Networks0
Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression0
Post-Transfer Learning Statistical Inference in High-Dimensional Regression0
POTEC: Off-Policy Learning for Large Action Spaces via Two-Stage Policy Decomposition0
Potential and limitations of random Fourier features for dequantizing quantum machine learning0
Potential weights and implicit causal designs in linear regression0
Power Plant Performance Modeling with Concept Drift0
Practical Bayesian optimization in the presence of outliers0
Practical Contextual Bandits with Regression Oracles0
Practical Perspectives on Quality Estimation for Machine Translation0
Practical Privacy-Preserving Gaussian Process Regression via Secret Sharing0
Precise Learning Curves and Higher-Order Scaling Limits for Dot Product Kernel Regression0
Precise Model Benchmarking with Only a Few Observations0
Precise Tradeoffs in Adversarial Training for Linear Regression0
Predictability Analysis of Regression Problems via Conditional Entropy Estimations0
Predictability Hidden by Anomalous Observations0
Predictability of Distributional Semantics in Derivational Word Formation0
Predicted Embedding Power Regression for Large-Scale Out-of-Distribution Detection0
Predicting Affective States from Screen Text Sentiment0
Predicting Airbnb Rental Prices Using Multiple Feature Modalities0
Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based Neural Networks for Clinical Interpretability0
Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression0
Predicting CEO Compensation in Non-Controlled Public Corporations with the Canonical Regression Quantile Method0
Predicting Climate Variability over the Indian Region Using Data Mining Strategies0
Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech0
Predicting Crack Growth and Fatigue Life with Surrogate Models0
Predicting Demand for Air Taxi Urban Aviation Services using Machine Learning Algorithms0
Predicting Depressive Symptom Severity through Individuals' Nearby Bluetooth Devices Count Data Collected by Mobile Phones: A Preliminary Longitudinal Study0
Predicting Drug Solubility Using Different Machine Learning Methods -- Linear Regression Model with Extracted Chemical Features vs Graph Convolutional Neural Network0
Predicting environment effects on breast cancer by implementing machine learning0
Predicting Execution Time of Computer Programs Using Sparse Polynomial Regression0
Predicting Friction System Performance with Symbolic Regression and Genetic Programming with Factor Variables0
Predicting Future States with Spatial Point Processes in Single Molecule Resolution Spatial Transcriptomics0
Predicting Ground Reaction Force from Inertial Sensors0
Predicting Higher Education Throughput in South Africa Using a Tree-Based Ensemble Technique0
Predicting housing prices and analyzing real estate market in the Chicago suburbs using Machine Learning0
Predicting Hurricane Evacuation Decisions with Interpretable Machine Learning Models0
Predicting Indian stock market using the psycho-linguistic features of financial news0
Predicting Individual Physiologically Acceptable States for Discharge from a Pediatric Intensive Care Unit0
Predicting Individual Responses to Vasoactive Medications in Children with Septic Shock0
Predicting Individual Substance Abuse Vulnerability using Machine Learning Techniques0
Predicting Japanese scrambling in the wild0
Predicting Lung Cancer Patient Prognosis with Large Language Models0
Predicting Mortality and Functional Status Scores of Traumatic Brain Injury Patients using Supervised Machine Learning0
Predicting Nearly As Well As the Optimal Twice Differentiable Regressor0
Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning0
Predicting Non Farm Employment0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified