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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2831–2840 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Approximation of RKHS Functionals by Neural Networks	Mar 18, 2024	regressionTime Series	—Unverified	0	0
A Gaussian Process Regression Model for Distribution Inputs	Jan 31, 2017	BIG-bench Machine LearningGaussian Processes	—Unverified	0	0
Comparison of Artificial Intelligence Techniques for Project Conceptual Cost Prediction	Aug 8, 2019	BIG-bench Machine LearningMissing Values	—Unverified	0	0
Comparison-Based Random Forests	Jun 18, 2018	General Classificationregression	—Unverified	0	0
Approximation Guarantees of Local Search Algorithms via Localizability of Set Functions	Jun 2, 2020	Combinatorial Optimizationregression	—Unverified	0	0
Comparison Analysis of Tree Based and Ensembled Regression Algorithms for Traffic Accident Severity Prediction	Oct 27, 2020	ManagementPrediction	—Unverified	0	0
Comparing various regression methods on ensemble strategies in differential evolution	Jul 2, 2013	regression	—Unverified	0	0
Approximation Bounds for Transformer Networks with Application to Regression	Apr 16, 2025	regression	—Unverified	0	0
A Gaussian Process Regression based Dynamical Models Learning Algorithm for Target Tracking	Nov 25, 2022	Gaussian ProcessesGPR	—Unverified	0	0
Active Heteroscedastic Regression	Aug 1, 2017	Active LearningBinary Classification	—Unverified	0	0

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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