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regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 171–180 of 9424 papers

Title	Date	Tasks	Status	Hype
Bayesian Graph Neural Networks for Molecular Property Prediction	Nov 25, 2020	Molecular Property PredictionPrediction	CodeCode Available	1
Bayesian Additive Regression Trees with Model Trees	Jun 12, 2020	modelregression	CodeCode Available	1
Body Part Regression for CT Images	Oct 18, 2021	Computed Tomography (CT)regression	CodeCode Available	1
Boolformer: Symbolic Regression of Logic Functions with Transformers	Sep 21, 2023	Binary Classificationregression	CodeCode Available	1
Bayesian inference for logistic models using Polya-Gamma latent variables	May 2, 2012	Bayesian InferenceComputational Efficiency	CodeCode Available	1
BARMPy: Bayesian Additive Regression Models Python Package	Apr 6, 2024	regression	CodeCode Available	1
Bayesian Additive Regression Networks	Apr 5, 2024	regression	CodeCode Available	1
A Comprehensive Analysis of Deep Regression	Mar 22, 2018	Pose Estimationregression	CodeCode Available	1
Cauchy-Schwarz Divergence Information Bottleneck for Regression	Apr 27, 2024	Adversarial RobustnessInformation Plane	CodeCode Available	1
Bayesian Optimization of Catalysis With In-Context Learning	Apr 11, 2023	Bayesian OptimizationFeature Engineering	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