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regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 551–560 of 9424 papers

Title	Date	Tasks	Status	Hype
Symbolic regression for scientific discovery: an application to wind speed forecasting	Feb 21, 2021	Feature Engineeringregression	CodeCode Available	1
GMLight: Lighting Estimation via Geometric Distribution Approximation	Feb 20, 2021	Lighting Estimationregression	CodeCode Available	1
Temporal Gaussian Process Regression in Logarithmic Time	Feb 19, 2021	GPUregression	CodeCode Available	1
Delving into Deep Imbalanced Regression	Feb 18, 2021	Deep imbalanced regressionregression	CodeCode Available	1
Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing	Feb 17, 2021	Graph ClassificationGraph Learning	CodeCode Available	1
Healing Products of Gaussian Processes	Feb 14, 2021	Gaussian ProcessesGeneral Classification	CodeCode Available	1
Only a Matter of Style: Age Transformation Using a Style-Based Regression Model	Feb 4, 2021	Face Age EditingImage Manipulation	CodeCode Available	1
Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine Learning	Feb 1, 2021	BIG-bench Machine LearningCausal Inference	CodeCode Available	1
CFC-Net: A Critical Feature Capturing Network for Arbitrary-Oriented Object Detection in Remote Sensing Images	Jan 18, 2021	Objectobject-detection	CodeCode Available	1
Deep Cox Mixtures for Survival Regression	Jan 16, 2021	regressionSurvival Analysis	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