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regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1111–1120 of 9424 papers

Title	Date	Tasks	Status	Hype
BALI: Learning Neural Networks via Bayesian Layerwise Inference	Nov 18, 2024	Out-of-Distribution Detectionregression	—Unverified	0
A Numerical Transform of Random Forest Regressors corrects Systematically-Biased Predictions	Mar 16, 2020	regression	—Unverified	0
ANTLER: Bayesian Nonlinear Tensor Learning and Modeler for Unstructured, Varying-Size Point Cloud Data	Feb 25, 2022	Dimensionality ReductionQuantization	—Unverified	0
Balanced Depth Completion between Dense Depth Inference and Sparse Range Measurements via KISS-GP	Aug 12, 2020	Autonomous DrivingDepth Completion	—Unverified	0
An SVM-like Approach for Expectile Regression	Jul 14, 2015	regression	—Unverified	0
An Over-parameterized Exponential Regression	Mar 29, 2023	regression	—Unverified	0
Accelerating Deep Learning with Fixed Time Budget	Oct 3, 2024	Deep LearningFederated Learning	—Unverified	0
bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond)	Sep 25, 2019	Additive modelsBayesian Inference	—Unverified	0
A Novel Variational Autoencoder with Applications to Generative Modelling, Classification, and Ordinal Regression	Dec 18, 2018	ClassificationGeneral Classification	—Unverified	0
A Novel Twitter Sentiment Analysis Model with Baseline Correlation for Financial Market Prediction with Improved Efficiency	Mar 18, 2020	Decision MakingPrediction	—Unverified	0

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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