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regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 761–770 of 9424 papers

Title	Date	Tasks	Status	Hype
Neural Symbolic Regression that Scales	Jun 11, 2021	regressionscientific discovery	CodeCode Available	1
An information criterion for automatic gradient tree boosting	Aug 13, 2020	Model Selectionregression	CodeCode Available	1
Energy-Based Models for Deep Probabilistic Regression	Sep 26, 2019	Head Pose Estimationobject-detection	CodeCode Available	1
NiftyNet: a deep-learning platform for medical imaging	Sep 11, 2017	Data AugmentationDeep Learning	CodeCode Available	1
Nkululeko: A Tool For Rapid Speaker Characteristics Detection	Jun 1, 2022	Emotion Classificationregression	CodeCode Available	1
NOMU: Neural Optimization-based Model Uncertainty	Feb 26, 2021	Bayesian Optimizationmodel	CodeCode Available	1
FII-CenterNet: An Anchor-Free Detector With Foreground Attention for Traffic Object Detection	Jan 8, 2021	Diversityobject-detection	CodeCode Available	1
Contrastive Learning of Relative Position Regression for One-Shot Object Localization in 3D Medical Images	Dec 13, 2020	Contrastive LearningObject Localization	CodeCode Available	1
On Feature Selection Using Anisotropic General Regression Neural Network	Oct 12, 2020	BIG-bench Machine Learningfeature selection	CodeCode Available	1
What Matters For Meta-Learning Vision Regression Tasks?	Mar 9, 2022	Contrastive LearningData Augmentation	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