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regression

Papers

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Showing 2851–2875 of 9424 papers

TitleStatusHype
TempEE: Temporal-Spatial Parallel Transformer for Radar Echo Extrapolation Beyond Auto-Regression—0
Multi-Task Learning Regression via Convex Clustering—0
Enhancing Robustness of Gradient-Boosted Decision Trees through One-Hot Encoding and Regularization—0
Learning battery model parameter dynamics from data with recursive Gaussian process regression—0
Regression with Sensor Data Containing Incomplete Observations—0
The Closeness of In-Context Learning and Weight Shifting for Softmax Regression—0
Performance Evaluation of Regression Models in Predicting the Cost of Medical Insurance—0
Positive definite nonparametric regression using an evolutionary algorithm with application to covariance function estimationCode0
Theory of Posterior Concentration for Generalized Bayesian Additive Regression Trees—0
Quantum Gaussian Process Regression for Bayesian Optimization—0
QuantProb: Generalizing Probabilities along with Predictions for a Pre-trained Classifier—0
Sparse Private LASSO Logistic Regression—0
Quantum Machine Learning Approach for the Prediction of Surface Roughness in Additive Manufactured Specimens—0
Robust, randomized preconditioning for kernel ridge regressionCode0
Estimation of sparse linear regression coefficients under L-subexponential covariates—0
On the Soundness of XAI in Prognostics and Health Management (PHM)Code0
Quantile Extreme Gradient Boosting for Uncertainty Quantification—0
Dependence of Physiochemical Features on Marine Chlorophyll Analysis with Learning Techniques—0
Stochastic Cell Transmission Models of Traffic Networks—0
Controllable Neural Symbolic Regression—0
Optimal Kernel for Kernel-Based Modal Statistical Methods—0
Attention Scheme Inspired Softmax Regression—0
Optimality of Robust Online Learning—0
Advances on Concept Drift Detection in Regression Tasks using Social Networks Theory—0
Knowledge Distillation Under Ideal Joint Classifier Assumption—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