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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4171–4180 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
A New Deterministic Technique for Symbolic Regression	Aug 16, 2019	regressionSymbolic Regression	—Unverified	0	0
Advanced Stationary and Non-Stationary Kernel Designs for Domain-Aware Gaussian Processes	Feb 5, 2021	Gaussian Processesregression	—Unverified	0	0
Efficient Sensor Placement from Regression with Sparse Gaussian Processes in Continuous and Discrete Spaces	Feb 28, 2023	Gaussian Processesregression	—Unverified	0	0
Efficient semi-supervised inference for logistic regression under case-control studies	Feb 23, 2024	regression	—Unverified	0	0
Efficient Sampling for Gaussian Process Inference using Control Variables	Dec 1, 2008	General Classificationregression	—Unverified	0	0
Efficient sampling for Gaussian linear regression with arbitrary priors	Jun 14, 2018	regression	—Unverified	0	0
A New Covariance Estimator for Sufficient Dimension Reduction in High-Dimensional and Undersized Sample Problems	Sep 28, 2019	Dimensionality Reductionregression	—Unverified	0	0
Efficient Regularized Regression for Variable Selection with L0 Penalty	Jul 28, 2014	regressionVariable Selection	—Unverified	0	0
Efficient Regularized Piecewise-Linear Regression Trees	Jun 29, 2019	GPUregression	—Unverified	0	0
Efficient Regularized Least-Squares Algorithms for Conditional Ranking on Relational Data	Sep 21, 2012	Computational EfficiencyInformation Retrieval	—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