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regression

Papers

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Showing 226–250 of 9424 papers

TitleStatusHype
Hyperspectral Unmixing using Iterative, Sparse and Ensambling Approaches for Large Spectral Libraries Applied to Soils and Minerals—0
Machine Learning Techniques for Multifactor Analysis of National Carbon Dioxide Emissions—0
GIVEPose: Gradual Intra-class Variation Elimination for RGB-based Category-Level Object Pose EstimationCode1
Nonlinear Bayesian Update via Ensemble Kernel Regression with Clustering and Subsampling—0
Linear to Neural Networks Regression: QSPR of Drugs via Degree-Distance Indices—0
Binary AddiVortes: (Bayesian) Additive Voronoi Tessellations for Binary Classification with an application to Predicting Home Mortgage Application Outcomes—0
A-SCoRe: Attention-based Scene Coordinate Regression for wide-ranging scenariosCode0
Reliable uncertainty quantification for 2D/3D anatomical landmark localization using multi-output conformal predictionCode0
A Note on the Asymptotic Properties of the GLS Estimator in Multivariate Regression with Heteroskedastic and Autocorrelated Errors—0
Do you understand epistemic uncertainty? Think again! Rigorous frequentist epistemic uncertainty estimation in regression—0
Bayesian Kernel Regression for Functional Data—0
Treatment Effect Heterogeneity in Regression Discontinuity Designs—0
Using 3D reconstruction from image motion to predict total leaf area in dwarf tomato plants—0
H-AddiVortes: Heteroscedastic (Bayesian) Additive Voronoi Tessellations—0
Probabilistic Neural Networks (PNNs) with t-Distributed Outputs: Adaptive Prediction Intervals Beyond Gaussian Assumptions—0
Functional Factor Regression with an Application to Electricity Price Curve ModelingCode0
Mixed-feature Logistic Regression Robust to Distribution ShiftsCode0
Deep Lossless Image Compression via Masked Sampling and Coarse-to-Fine Auto-Regression—0
GBSVR: Granular Ball Support Vector Regression—0
Low-Rank Matrix Regression via Least-Angle Regression—0
PLRD: Partially Linear Regression Discontinuity Inference—0
Batch List-Decodable Linear Regression via Higher Moments—0
Parsing the Language of Expression: Enhancing Symbolic Regression with Domain-Aware Symbolic Priors—0
Boundary Regression for Leitmotif Detection in Music Audio—0
Alligat0R: Pre-Training Through Co-Visibility Segmentation for Relative Camera Pose Regression—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