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regression

Papers

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Showing 1051–1060 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Efficient online learning with kernels for adversarial large scale problems	Feb 26, 2019	regression	CodeCode Available	0	5
Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression	Jun 8, 2016	regressionUncertainty Quantification	CodeCode Available	0	5
Acquiring a Formality-Informed Lexical Resource for Style Analysis	Apr 1, 2021	regressionSentence	CodeCode Available	0	5
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits	Feb 17, 2024	Computational EfficiencyEfficient Exploration	CodeCode Available	0	5
Efficient Truncated Linear Regression with Unknown Noise Variance	Aug 25, 2022	regression	CodeCode Available	0	5
Efficient Hierarchical Bayesian Inference for Spatio-temporal Regression Models in Neuroimaging	Nov 2, 2021	Bayesian InferenceEEG	CodeCode Available	0	5
Efficient Exploration through Bayesian Deep Q-Networks	Feb 13, 2018	Atari GamesEfficient Exploration	CodeCode Available	0	5
Model-based Reinforcement Learning for Continuous Control with Posterior Sampling	Nov 20, 2020	continuous-controlContinuous Control	CodeCode Available	0	5
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach	Mar 22, 2023	Model Discoveryregression	CodeCode Available	0	5
End-to-End Probabilistic Inference for Nonstationary Audio Analysis	Jan 31, 2019	Audio Signal Processingregression	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