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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2521–2530 of 9424 papers

Title	Date	Tasks	Status	Hype
A Composite T60 Regression and Classification Approach for Speech Dereverberation	Feb 9, 2023	regressionSpeech Dereverberation	—Unverified	0
Introduction To Gaussian Process Regression In Bayesian Inverse Problems, With New ResultsOn Experimental Design For Weighted Error Measures	Feb 9, 2023	Experimental Designregression	—Unverified	0
Domain Generalization by Functional Regression	Feb 9, 2023	Domain Generalizationregression	CodeCode Available	0
Fast Linear Model Trees by PILOT	Feb 8, 2023	modelModel Selection	—Unverified	0
Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems	Feb 8, 2023	Program Synthesisregression	—Unverified	0
Local Law 144: A Critical Analysis of Regression Metrics	Feb 8, 2023	regression	—Unverified	0
SR-Forest: A Genetic Programming based Heterogeneous Ensemble Learning Method	Feb 7, 2023	Ensemble LearningPenn Machine Learning Benchmark	CodeCode Available	1
Reevaluating the Taylor Rule with Machine Learning	Feb 7, 2023	regression	—Unverified	0
Information-Theoretic Diffusion	Feb 7, 2023	DenoisingImage Generation	CodeCode Available	1
How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts?	Feb 7, 2023	Out-of-Distribution Detectionregression	CodeCode Available	1

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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