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regression

Papers

Showing 35763600 of 9424 papers

TitleStatusHype
Fourier Representations for Black-Box Optimization over Categorical Variables0
Fourier Transform Approach to Machine Learning I: Fourier Regression0
FPDIoU Loss: A Loss Function for Efficient Bounding Box Regression of Rotated Object Detection0
Gaussian Process Regression for Out-of-Sample Extension0
FRAMED: An AutoML Approach for Structural Performance Prediction of Bicycle Frames0
Deep Horseshoe Gaussian Processes0
Deep Hierarchical Machine: a Flexible Divide-and-Conquer Architecture0
Frank-Wolfe optimization for deep networks0
Fraud/Uncollectible Debt Detection Using a Bayesian Network Based Learning System: A Rare Binary Outcome with Mixed Data Structures0
Fréchet random forests for metric space valued regression with non euclidean predictors0
Fréchet regression with implicit denoising and multicollinearity reduction0
Comparison of several short-term traffic speed forecasting models0
Frequency Autoregressive Image Generation with Continuous Tokens0
Frequency Domain Gaussian Process Models for H^ Uncertainties0
Data-driven confidence bands for distributed nonparametric regression0
A Tutorial on Sparse Gaussian Processes and Variational Inference0
Frequentist coverage and sup-norm convergence rate in Gaussian process regression0
FRI -- Feature Relevance Intervals for Interpretable and Interactive Data Exploration0
FRI-Net: Floorplan Reconstruction via Room-wise Implicit Representation0
(Frisch-Waugh-Lovell)': On the Estimation of Regression Models by Row0
From Depth Data to Head Pose Estimation: a Siamese approach0
From Empirical Evaluation to Context-Aware Enhancement: Repairing Regression Errors with LLMs0
From Estimation to Sampling for Bayesian Linear Regression with Spike-and-Slab Prior0
Deep Head Pose Estimation from Depth Data for In-car Automotive Applications0
Deep Haar Scattering Networks in Pattern Recognition: A promising approach0
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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