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regression

Papers

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Showing 3876–3900 of 9424 papers

TitleStatusHype
Exploring Hidden Semantics in Neural Networks with Symbolic Regression—0
Error-in-variables modelling for operator learning—0
Inverse characterization of composites using guided waves and convolutional neural networks with dual-branch feature fusion—0
Distributed Nonparametric Estimation under Communication Constraints—0
Accurate Molecular-Orbital-Based Machine Learning Energies via Unsupervised Clustering of Chemical Space—0
Ordinal-ResLogit: Interpretable Deep Residual Neural Networks for Ordered Choices—0
Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive?—0
NFT Appraisal Prediction: Utilizing Search Trends, Public Market Data, Linear Regression and Recurrent Neural Networks—0
Nonlinear and Nonseparable Structural Functions in Fuzzy Regression Discontinuity Designs—0
Optimal Learning Rates for Regularized Least-Squares with a Fourier Capacity Condition—0
FKreg: A MATLAB toolbox for fast Multivariate Kernel Regression—0
On Acceleration of Gradient-Based Empirical Risk Minimization using Local Polynomial Regression—0
An interpretable machine learning approach for ferroalloys consumptions—0
SSR-HEF: Crowd Counting with Multi-Scale Semantic Refining and Hard Example Focusing—0
The Importance of Landscape Features for Performance Prediction of Modular CMA-ES VariantsCode0
Active Learning for Regression by Inverse Distance Weighting—0
Activation Regression for Continuous Domain Generalization with Applications to Crop ClassificationCode0
Hierarchical Embedded Bayesian Additive Regression Trees—0
Generalization Error Bounds for Multiclass Sparse Linear Classifiers—0
Sketching Algorithms and Lower Bounds for Ridge Regression—0
Deep Relation Learning for Regression and Its Application to Brain Age Estimation—0
Time series features for supporting hydrometeorological explorations and predictions in ungauged locations using large datasets—0
Overparameterized Linear Regression under Adversarial Attacks—0
Trajectory-based Algorithm Selection with Warm-starting—0
Robust online joint state/input/parameter estimation of linear systems—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