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regression

Papers

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Showing 3526–3550 of 9424 papers

TitleStatusHype
Attention-based Interpretable Regression of Gene Expression in HistologyCode0
Interpretable (not just posthoc-explainable) medical claims modeling for discharge placement to prevent avoidable all-cause readmissions or death—0
Accurate and Robust Lesion RECIST Diameter Prediction and Segmentation with Transformers—0
Second-Order Global Attention Networks for Graph Classification and RegressionCode0
Coefficient-based Regularized Distribution Regression—0
Seg4Reg+: Consistency Learning between Spine Segmentation and Cobb Angle Regression—0
Efficient Truncated Linear Regression with Unknown Noise VarianceCode0
Outlier Robust and Sparse Estimation of Linear Regression Coefficients—0
Metric Effects based on Fluctuations in values of k in Nearest Neighbor Regressor—0
Beyond linear regression: mapping models in cognitive neuroscience should align with research goals—0
Learning Instrumental Variable from Data Fusion for Treatment Effect EstimationCode0
Naive Penalized Spline Estimators of Derivatives Achieve Optimal Rates of Convergence—0
Strategic Decision-Making in the Presence of Information Asymmetry: Provably Efficient RL with Algorithmic Instruments—0
Targeted Advertising on Social Networks Using Online Variational Tensor Regression—0
Scale invariant process regression: Towards Bayesian ML with minimal assumptions—0
Scalable Hybrid Classification-Regression Solution for High-Frequency Nonintrusive Load Monitoring—0
A Meta-Analysis of Solar Forecasting Based on Skill Score—0
Multiple Descent in the Multiple Random Feature Model—0
On regression analysis with Padé approximants—0
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination—0
An ensemble meta-estimator to predict source code testabilityCode0
Game-Theoretic Algorithms for Conditional Moment Matching—0
A Novel Plug-and-Play Approach for Adversarially Robust Generalization—0
Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience—0
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm—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