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regression

Papers

Showing 62516275 of 9424 papers

TitleStatusHype
Surrogate-based Real-time Curbside Management for Ride-hailing and Delivery Operations0
Surrogate Locally-Interpretable Models with Supervised Machine Learning Algorithms0
Survey on Deep Fuzzy Systems in regression applications: a view on interpretability0
Survival Analysis Revisited: Understanding and Unifying Poisson, Exponential, and Cox Models in Fall Risk Analysis0
Survival of the Fittest in PlayerUnknown BattleGround0
Survival text regression for time-to-event prediction in conversations0
SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds0
SWAG: Long-term Surgical Workflow Prediction with Generative-based Anticipation0
Swapping Variables for High-Dimensional Sparse Regression with Correlated Measurements0
SWATAC: A Sentiment Analyzer using One-Vs-Rest Logistic Regression0
Switching nonparametric regression models for multi-curve data0
Symbolic expression generation via Variational Auto-Encoder0
Symbolic Expression Transformer: A Computer Vision Approach for Symbolic Regression0
Symbolic Foundation Regressor on Complex Networks0
Symbolic Pregression: Discovering Physical Laws from Distorted Video0
Symbolic Regression Algorithms with Built-in Linear Regression0
Symbolic Regression as Feature Engineering Method for Machine and Deep Learning Regression Tasks0
Symbolic regression based genetic approximations of the Colebrook equation for flow friction0
Symbolic-Regression Boosting0
Symbolic Regression by Exhaustive Search: Reducing the Search Space Using Syntactical Constraints and Efficient Semantic Structure Deduplication0
Symbolic Regression Driven by Training Data and Prior Knowledge0
Symbolic Regression for Beyond the Standard Model Physics0
Symbolic Regression for PDEs using Pruned Differentiable Programs0
Symbolic Regression for Space Applications: Differentiable Cartesian Genetic Programming Powered by Multi-objective Memetic Algorithms0
Symbolic Regression is NP-hard0
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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