SOTAVerified

regression

Papers

Showing 32513275 of 9424 papers

TitleStatusHype
Can machine learning algorithms perform better than multiple linear regression in predicting nitrogen excretion from lactating dairy cows0
Regularization Trade-offs with Fake Features0
Pathwise CVA Regressions With Oversimulated DefaultsCode0
Macro carbon price prediction with support vector regression and Paris accord targets0
Frequency Domain Gaussian Process Models for H^ Uncertainties0
Estimating the minimizer and the minimum value of a regression function under passive design0
Novelty Detection for Election Fraud: A Case Study with Agent-Based Simulation Data0
Beyond Ensemble Averages: Leveraging Climate Model Ensembles for Subseasonal ForecastingCode0
Simultaneous Best Subset Selection and Dimension Reduction via Primal-Dual Iterations0
Bayesian Multivariate Quantile Regression with alternative Time-varying Volatility Specifications0
Will My Robot Achieve My Goals? Predicting the Probability that an MDP Policy Reaches a User-Specified Behavior Target0
SparsePose: Sparse-View Camera Pose Regression and Refinement0
What learning algorithm is in-context learning? Investigations with linear modelsCode0
Discretized Linear Regression and Multiclass Support Vector Based Air Pollution Forecasting Technique0
An adaptive shortest-solution guided decimation approach to sparse high-dimensional linear regressionCode0
Defending Adversarial Attacks on Deep Learning Based Power Allocation in Massive MIMO Using Denoising AutoencodersCode0
Optimal Sparse Regression TreesCode0
Leveraging Image Matching Toward End-to-End Relative Camera Pose Regression0
Eluder-based Regret for Stochastic Contextual MDPs0
Condensed Gradient BoostingCode0
Estimation and inference for transfer learning with high-dimensional quantile regression0
Machine Learning Algorithms for Predicting in-Hospital Mortality in Patients with ST-Segment Elevation Myocardial Infar0
Ensemble Multi-Quantiles: Adaptively Flexible Distribution Prediction for Uncertainty QuantificationCode0
A Gaussian Process Regression based Dynamical Models Learning Algorithm for Target Tracking0
Non-invasive Liver Fibrosis Screening on CT Images using Radiomics0
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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