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regression

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Showing 6276–6300 of 9424 papers

TitleStatusHype
Symbolic Regression Methods for Reinforcement Learning—0
Symbolic Regression of Dynamic Network Models—0
Symbolic regression of generative network models—0
Symbolic Regression on FPGAs for Fast Machine Learning Inference—0
Symbolic Regression using Mixed-Integer Nonlinear Optimization—0
Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length—0
Symbolic Regression with Fast Function Extraction and Nonlinear Least Squares Optimization—0
Symmetric Perception and Ordinal Regression for Detecting Scoliosis Natural Image—0
Symmetry and Generalisation in Machine Learning—0
Symplectically Integrated Symbolic Regression of Hamiltonian Dynamical Systems—0
Symplectic Gaussian Process Regression of Hamiltonian Flow Maps—0
Synergistic Integration of Optical and Microwave Satellite Data for Crop Yield Estimation—0
Synergistic Offline-Online Control Synthesis via Local Gaussian Process Regression—0
SynMotor: A Benchmark Suite for Object Attribute Regression and Multi-task Learning—0
Synonyms, Antonyms and Beyond—0
Synthetic Control As Online Linear Regression—0
Method for Generating Synthetic Data Combining Chest Radiography Images with Tabular Clinical Information Using Dual Generative Models—0
Synthetic Reduced Nearest Neighbor Model for Regression—0
syrapropa at SemEval-2020 Task 11: BERT-based Models Design For Propagandistic Technique and Span Detection—0
Systematic Ensemble Learning for Regression—0
Data-driven Identification of Parametric Governing Equations of Dynamical Systems Using the Signed Cumulative Distribution Transform—0
T6D-Direct: Transformers for Multi-Object 6D Pose Direct Regression—0
Tackling Data Drift with Adversarial Validation: An Application for German Text Complexity Estimation—0
Model-based Offline Reinforcement Learning with Lower Expectile Q-Learning—0
Tackling Ordinal Regression Problem for Heterogeneous Data: Sparse and Deep Multi-Task Learning Approaches—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