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regression

Papers

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Showing 1021–1030 of 9424 papers

Title	Date	Tasks	Status	Hype
Assessing univariate and bivariate risks of late-frost and drought using vine copulas: A historical study for Bavaria	Oct 16, 2023	regression	—Unverified	0
Assessment and treatment of visuospatial neglect using active learning with Gaussian processes regression	Sep 29, 2023	Active LearningGaussian Processes	—Unverified	0
Approximation Bounds for Recurrent Neural Networks with Application to Regression	Sep 9, 2024	regression	—Unverified	0
Approximation bounds for norm constrained neural networks with applications to regression and GANs	Jan 24, 2022	regression	—Unverified	0
A Gaussian Process-based Price-Amount Curve Construction for Demand Response Provided by Internet Data Centers	Dec 2, 2020	regression	—Unverified	0
Approximating Score-based Explanation Techniques Using Conformal Regression	Aug 23, 2023	Conformal Predictionregression	—Unverified	0
Approximating Optimal Estimation of Time Offset Synchronization with Temperature Variations	Dec 14, 2022	regression	—Unverified	0
A Gaussian Process Based Method with Deep Kernel Learning for Pricing High-dimensional American Options	Nov 13, 2023	Gaussian ProcessesGPR	—Unverified	0
Active Exploration in Iterative Gaussian Process Regression for Uncertainty Modeling in Autonomous Racing	Nov 3, 2023	Autonomous RacingModel Predictive Control	—Unverified	0
3D Human Pose Estimation from a Single Image via Distance Matrix Regression	Nov 28, 2016	3D Human Pose EstimationPose Estimation	—Unverified	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