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regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4191–4200 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
A new Bayesian ensemble of trees classifier for identifying multi-class labels in satellite images	Apr 15, 2013	regression	—Unverified	0	0
Efficient Optimization Algorithms for Linear Adversarial Training	Oct 16, 2024	regression	—Unverified	0	0
Block stochastic gradient iteration for convex and nonconvex optimization	Aug 12, 2014	regressionStochastic Optimization	—Unverified	0	0
Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction	Nov 1, 2018	BIG-bench Machine LearningComputational Efficiency	—Unverified	0	0
Efficient Normalized Conformal Prediction and Uncertainty Quantification for Anti-Cancer Drug Sensitivity Prediction with Deep Regression Forests	Feb 21, 2024	Conformal PredictionDecision Making	—Unverified	0	0
Blocked Clusterwise Regression	Jan 29, 2020	ClusteringEconometrics	—Unverified	0	0
Advanced Displacement Magnitude Prediction in Multi-Material Architected Lattice Structure Beams Using Physics Informed Neural Network Architecture	Dec 31, 2024	regression	—Unverified	0	0
Efficient Multiscale Gaussian Process Regression using Hierarchical Clustering	Nov 6, 2015	Clusteringregression	—Unverified	0	0
Efficient Multiple Incremental Computation for Kernel Ridge Regression with Bayesian Uncertainty Modeling	Aug 1, 2016	regression	—Unverified	0	0
Block building programming for symbolic regression	May 22, 2017	Computational Efficiencyregression	—Unverified	0	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