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regression

Papers

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Showing 4301–4325 of 9424 papers

TitleStatusHype
Efficient, Anytime Algorithms for Calibration with Isotonic Regression under Strictly Convex Losses—0
Geometry-Aware Hierarchical Bayesian Learning on Manifolds—0
High-dimensional multi-trait GWAS by reverse prediction of genotypesCode0
Physics-informed linear regression is competitive with two Machine Learning methods in residential building MPC—0
Comparing Machine Learning-Centered Approaches for Forecasting Language Patterns During Frustration in Early Childhood—0
False Positive Detection and Prediction Quality Estimation for LiDAR Point Cloud Segmentation—0
Optimal prediction for kernel-based semi-functional linear regression—0
Aggregation as Unsupervised Learning and its Evaluation—0
Selective Regression Under Fairness CriteriaCode0
Sliding Sequential CVAE with Time Variant Socially-aware Rethinking for Trajectory Prediction—0
Improving Causal Effect Estimation of Weighted RegressionBased Estimator using Neural Networks—0
Fuzzy Generative Adversarial Networks—0
Scalable Bayesian Network Structure Learning with Splines—0
Nearest neighbor empirical processes—0
Spectrahedral Regression—0
Validating Gaussian Process Models with Simulation-Based Calibration—0
Polynomial-Spline Neural Networks with Exact Integrals—0
Inference in Regression Discontinuity Designs with High-Dimensional CovariatesCode0
Topologically penalized regression on manifolds—0
Tensor Network Kalman Filtering for Large-Scale LS-SVMsCode0
Maximum Correntropy Criterion Regression models with tending-to-zero scale parameters—0
Functional instrumental variable regression with an application to estimating the impact of immigration on native wages—0
Applying Regression Conformal Prediction with Nearest Neighbors to time series data—0
Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees—0
Variational Gaussian Processes: A Functional Analysis View—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