SOTAVerified

regression

Papers

Showing 15011525 of 9424 papers

TitleStatusHype
Dlib-ml: A Machine Learning ToolkitCode0
DOLDA - a regularized supervised topic model for high-dimensional multi-class regressionCode0
Bagging, optimized dynamic mode decomposition (BOP-DMD) for robust, stable forecasting with spatial and temporal uncertainty-quantificationCode0
Distribution Regression in Duration Analysis: an Application to Unemployment SpellsCode0
Distribution Regression with Sliced Wasserstein KernelsCode0
Identification, Interpretability, and Bayesian Word EmbeddingsCode0
Distribution-Free Predictive Inference For RegressionCode0
Identifying Exoplanets with Deep Learning. IV. Removing Stellar Activity Signals from Radial Velocity Measurements Using Neural NetworksCode0
Disturbing Target Values for Neural Network RegularizationCode0
B-SMALL: A Bayesian Neural Network approach to Sparse Model-Agnostic Meta-LearningCode0
Distributionally Robust Policy Evaluation under General Covariate Shift in Contextual BanditsCode0
Backtracking Regression Forests for Accurate Camera RelocalizationCode0
Building semi-supervised decision trees with semi-cart algorithmCode0
ANIMC: A Soft Framework for Auto-weighted Noisy and Incomplete Multi-view ClusteringCode0
Distributional Refinement Network: Distributional Forecasting via Deep LearningCode0
Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble ForecastsCode0
Impact Assessment of Missing Data in Model Predictions for Earth Observation ApplicationsCode0
Cadre Modeling: Simultaneously Discovering Subpopulations and Predictive ModelsCode0
Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable ModelsCode0
Distributional Adaptive Soft Regression TreesCode0
Calibrated Computation-Aware Gaussian ProcessesCode0
Distributed Semi-supervised Fuzzy Regression with Interpolation Consistency RegularizationCode0
Distributed Time-Varying Gaussian Regression via Kalman FilteringCode0
Distributional conformal predictionCode0
Distributional Reinforcement Learning with Quantile RegressionCode0
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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