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regression

Papers

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Showing 8926–8950 of 9424 papers

TitleStatusHype
Discovering a reaction-diffusion model for Alzheimer's disease by combining PINNs with symbolic regression—0
Discovering Governing Equations of Geomagnetic Storm Dynamics with Symbolic Regression—0
Discovering interpretable elastoplasticity models via the neural polynomial method enabled symbolic regressions—0
Discovering Interpretable Physical Models using Symbolic Regression and Discrete Exterior Calculus—0
Discovering Mathematical Formulas from Data via GPT-guided Monte Carlo Tree Search—0
Understanding Spending Behavior: Recurrent Neural Network Explanation and Interpretation—0
Discovery and inversion of the viscoelastic wave equation in inhomogeneous media—0
Error dynamics of mini-batch gradient descent with random reshuffling for least squares regression—0
Discretization and Re-synthesis: an alternative method to solve the Cocktail Party Problem—0
Discretized Linear Regression and Multiclass Support Vector Based Air Pollution Forecasting Technique—0
Discriminating between Similar Languages and Arabic Dialect Identification: A Report on the Third DSL Shared Task—0
Discriminating Homonymy from Polysemy in Wordnets: English, Spanish and Polish Nouns—0
Discriminative Clustering by Regularized Information Maximization—0
Discriminative Density-ratio Estimation—0
Discriminative Noise Robust Sparse Orthogonal Label Regression-based Domain Adaptation—0
Discriminative Ridge Machine: A Classifier for High-Dimensional Data or Imbalanced Data—0
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination—0
Disease Severity Regression with Continuous Data Augmentation—0
Disentangled State Space Representations—0
Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face Alignment—0
Disentangling Genotype and Environment Specific Latent Features for Improved Trait Prediction using a Compositional Autoencoder—0
Disjoint Contrastive Regression Learning for Multi-Sourced Annotations—0
Disruption Prediction in Fusion Devices through Feature Extraction and Logistic Regression—0
Distance transform regression for spatially-aware deep semantic segmentation—0
Distilling Knowledge From a Deep Pose Regressor Network—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