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Papers

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Showing 801–810 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Accuracy and stability of solar variable selection comparison under complicated dependence structures	Jul 30, 2020	Graph Learningregression	CodeCode Available	0	5
Environment Invariant Linear Least Squares	Mar 6, 2023	Causal Inferenceregression	CodeCode Available	0	5
Epsilon-Lexicase Selection for Regression	May 30, 2019	regressionSymbolic Regression	CodeCode Available	0	5
A hybrid ensemble method with negative correlation learning for regression	Apr 6, 2021	Diversityregression	CodeCode Available	0	5
Enhancing naive classifier for positive unlabeled data based on logistic regression approach	Jun 5, 2023	regression	CodeCode Available	0	5
Enhancing Kernel Flexibility via Learning Asymmetric Locally-Adaptive Kernels	Oct 8, 2023	regression	CodeCode Available	0	5
Enhancing Symbolic Regression with Quality-Diversity and Physics-Inspired Constraints	Mar 24, 2025	Diversityregression	CodeCode Available	0	5
Ensemble Multi-Quantiles: Adaptively Flexible Distribution Prediction for Uncertainty Quantification	Nov 26, 2022	Additive modelsregression	CodeCode Available	0	5
Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient Kernels	Oct 9, 2023	Equation Discoveryregression	CodeCode Available	0	5
Actively Learning Gaussian Process Dynamics	Nov 22, 2019	Active Learningregression	CodeCode Available	0	5

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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