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regression

Papers

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Showing 1026–1050 of 9424 papers

TitleStatusHype
Near-Polynomially Competitive Active Logistic RegressionCode0
Comparing regularisation paths of (conjugate) gradient estimators in ridge regression—0
Conformal prediction of future insurance claims in the regression problem—0
Early-Stopped Mirror Descent for Linear Regression over Convex Bodies—0
Interval Regression: A Comparative Study with Proposed Models—0
AVG-DICE: Stationary Distribution Correction by Regression—0
QCS-ADME: Quantum Circuit Search for Drug Property Prediction with Imbalanced Data and Regression Adaptation—0
CARIL: Confidence-Aware Regression in Imitation Learning for Autonomous DrivingCode0
A Survey on Ordinal Regression: Applications, Advances and Prospects—0
On the Saturation Effects of Spectral Algorithms in Large Dimensions—0
Learning Conditional Average Treatment Effects in Regression Discontinuity Designs using Bayesian Additive Regression Trees—0
Heavy-Tailed Linear Bandits: Huber Regression with One-Pass Update—0
Estimation of total body fat using symbolic regression and evolutionary algorithms—0
Differentially Private Recursive Least Squares Estimation for ARX Systems with Multi-Participants—0
"No negatives needed": weakly-supervised regression for interpretable tumor detection in whole-slide histopathology imagesCode0
An interpretation of the Brownian bridge as a physics-informed prior for the Poisson equation—0
Text classification using machine learning methods—0
Learning with Exact Invariances in Polynomial Time—0
Dam Volume Prediction Model Development Using ML Algorithms—0
Asymptotics of Non-Convex Generalized Linear Models in High-Dimensions: A proof of the replica formula—0
Design of Cavity Backed Slotted Antenna using Machine Learning Regression Model—0
Universality of conformal prediction under the assumption of randomness—0
Learning sparse generalized linear models with binary outcomes via iterative hard thresholding—0
Near-optimal Active Regression of Single-Index Models—0
Sample Selection via Contrastive Fragmentation for Noisy Label RegressionCode0
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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