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regression

Papers

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Showing 1426–1450 of 9424 papers

TitleStatusHype
Highly Adaptive Ridge—0
Beyond Squared Error: Exploring Loss Design for Enhanced Training of Generative Flow Networks—0
Distributed Learning with Discretely Observed Functional Data—0
Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust RegressionCode0
HelpSteer2-Preference: Complementing Ratings with Preferences—0
Reducing Variance in Meta-Learning via Laplace Approximation for Regression Tasks—0
Transformers Handle Endogeneity in In-Context Linear Regression—0
Bayesian Binary Search—0
On metric choice in dimension reduction for Fréchet regression—0
Causal Inference Tools for a Better Evaluation of Machine Learning—0
Attention layers provably solve single-location regressionCode0
GPTreeO: An R package for continual regression with dividing local Gaussian processes—0
Interval Estimation of Coefficients in Penalized Regression Models of Insurance DataCode0
FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization—0
High-dimensional logistic regression with missing data: Imputation, regularization, and universality—0
Shuffled Linear Regression via Spectral Matching—0
New Tests of Equal Forecast Accuracy for Factor-Augmented Regressions with Weaker Loadings—0
An evolutionary approach for discovering non-Gaussian stochastic dynamical systems based on nonlocal Kramers-Moyal formulas—0
Machine Learning for Raman Spectroscopy-based Cyber-Marine Fish Biochemical Composition Analysis—0
DataDRILL: Formation Pressure Prediction and Kick Detection for Drilling Rigs—0
Generating peak-aware pseudo-measurements for low-voltage feeders using metadata of distribution system operators—0
Automatic debiasing of neural networks via moment-constrained learningCode0
Boosting SISSO Performance on Small Sample Datasets by Using Random Forests Prescreening for Complex Feature Selection—0
A Characterization of List Regression—0
Discovery and inversion of the viscoelastic wave equation in inhomogeneous media—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