SOTAVerified|Agents Browse Leaderboard About Blog

regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3861–3870 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Gradient-Based Empirical Risk Minimization using Local Polynomial Regression	Nov 4, 2020	regression	—Unverified	0	0
Enhancing Robustness of Gradient-Boosted Decision Trees through One-Hot Encoding and Regularization	Apr 26, 2023	regression	—Unverified	0	0
Gradient-based Optimization for Regression in the Functional Tensor-Train Format	Jan 3, 2018	regression	—Unverified	0	0
Broad Learning System Based on Maximum Correntropy Criterion	Dec 24, 2019	General ClassificationIncremental Learning	—Unverified	0	0
Gradient-based Regularization Parameter Selection for Problems with Non-smooth Penalty Functions	Mar 28, 2017	regression	—Unverified	0	0
Gradient Boosted Binary Histogram Ensemble for Large-scale Regression	Jun 3, 2021	Computational EfficiencyEnsemble Learning	—Unverified	0	0
Enhancing Polynomial Chaos Expansion Based Surrogate Modeling using a Novel Probabilistic Transfer Learning Strategy	Dec 7, 2023	regressionTransfer Learning	—Unverified	0	0
Gradient boosting machine with partially randomized decision trees	Jun 19, 2020	BIG-bench Machine Learningregression	—Unverified	0	0
Gradient Boosting Mapping for Dimensionality Reduction and Feature Extraction	May 14, 2024	Dimensionality Reductionregression	—Unverified	0	0
An Homotopy Algorithm for the Lasso with Online Observations	Dec 1, 2008	compressed sensingDenoising	—Unverified	0	0

Show:10 25 50

← PrevPage 387 of 943Next →

All datasets California Housing Prices Concrete Compressive Strength Medical Cost Personal Dataset Synthetic: y = x * sin x ADORE Car_Price_Prediction

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.79	—	Unverified
2	Baseline Regression	R2 Score	0.58	—	Unverified
3	Mimic / Surrogate	R2 Score	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.86	—	Unverified
2	Baseline Regression	R2 Score	0.59	—	Unverified
3	Mimic / Surrogate	R2 Score	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.87	—	Unverified
2	Baseline Regression	R2 Score	0.78	—	Unverified
3	Mimic / Surrogate	R2 Score	0.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.98	—	Unverified
2	Baseline Regression	R2 Score	-0.01	—	Unverified
3	Mimic / Surrogate	R2 Score	-0.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost-MACCS	micro-averaged RMSE	0.93	—	Unverified
2	RF-ToxPrint	chemical macro-average RMSE	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Linear and Decision Tree Regression	R Squared	86.84	—	Unverified