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regression

Papers

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Showing 5801–5825 of 9424 papers

TitleStatusHype
SEOFP-NET: Compression and Acceleration of Deep Neural Networks for Speech Enhancement Using Sign-Exponent-Only Floating-Points—0
SeqProFT: Applying LoRA Finetuning for Sequence-only Protein Property Predictions—0
Sequential Adaptive Design for Jump Regression Estimation—0
Sequential asset ranking in nonstationary time series—0
Sequential model aggregation for production forecasting—0
Universality of conformal prediction under the assumption of randomness—0
Set-Asides in USDA Food Procurement Auctions—0
Sex, drugs, and violence—0
Sex Trafficking Detection with Ordinal Regression Neural Networks—0
(S)GD over Diagonal Linear Networks: Implicit Regularisation, Large Stepsizes and Edge of Stability—0
Shallow Art: Art Extension Through Simple Machine Learning—0
Shallow neural network representation of polynomials—0
Shape-based pose estimation for automatic standard views of the knee—0
Shape-constrained Symbolic Regression -- Improving Extrapolation with Prior Knowledge—0
Shape-constrained Symbolic Regression with NSGA-III—0
Shape Constraints in Symbolic Regression using Penalized Least Squares—0
Shape optimization in laminar flow with a label-guided variational autoencoder—0
Shapley variable importance cloud for machine learning models—0
SHAP scores fail pervasively even when Lipschitz succeeds—0
Sharded Bayesian Additive Regression Trees—0
Sharing Information Between Machine Tools to Improve Surface Finish Forecasting—0
Sharp analysis of low-rank kernel matrix approximations—0
Sharp Asymptotics of Kernel Ridge Regression Beyond the Linear Regime—0
Sharp Convergence Rates for Forward Regression in High-Dimensional Sparse Linear Models—0
Sharpened Error Bounds for Random Sampling Based _2 Regression—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