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regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 341–350 of 9424 papers

Title	Date	Tasks	Status	Hype
DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing	Oct 14, 2021	Fault Detectionregression	CodeCode Available	1
Deep Ordinal Regression Network for Monocular Depth Estimation	Jun 6, 2018	Depth EstimationMonocular Depth Estimation	CodeCode Available	1
Deep Regression on Manifolds: A 3D Rotation Case Study	Mar 30, 2021	regression	CodeCode Available	1
Deep Regression Representation Learning with Topology	Apr 22, 2024	regressionRepresentation Learning	CodeCode Available	1
Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data Modalities	Feb 13, 2020	Additive modelsregression	CodeCode Available	1
Deep Surrogate Models for Multi-dimensional Regression of Reactor Power	Jul 10, 2020	regression	CodeCode Available	1
Deep transfer operator learning for partial differential equations under conditional shift	Apr 20, 2022	Domain AdaptationOperator learning	CodeCode Available	1
Deep transformation models: Tackling complex regression problems with neural network based transformation models	Apr 1, 2020	Deep Learningregression	CodeCode Available	1
Delving into Deep Imbalanced Regression	Feb 18, 2021	Deep imbalanced regressionregression	CodeCode Available	1
A Transformer Model for Symbolic Regression towards Scientific Discovery	Dec 7, 2023	regressionscientific discovery	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