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regression

Papers

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Showing 801–810 of 9424 papers

Title	Date	Tasks	Status	Hype
From Empirical Evaluation to Context-Aware Enhancement: Repairing Regression Errors with LLMs	Jun 16, 2025	regression	—Unverified	0
Gradient Boosting for Spatial Regression Models with Autoregressive Disturbances	Jun 16, 2025	Model Selectionregression	—Unverified	0
Machine Learning-Driven Compensation for Non-Ideal Channels in AWG-Based FBG Interrogator	Jun 16, 2025	regression	—Unverified	0
Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability	Jun 16, 2025	regression	—Unverified	0
Meta Optimality for Demographic Parity Constrained Regression via Post-Processing	Jun 16, 2025	Fairnessregression	—Unverified	0
Optimizing Blood Transfusions and Predicting Shortages in Resource-Constrained Areas	Jun 14, 2025	Predictionregression	—Unverified	0
Fidelity Isn't Accuracy: When Linearly Decodable Functions Fail to Match the Ground Truth	Jun 13, 2025	Diagnosticregression	CodeCode Available	0
Coefficient Shape Transfer Learning for Functional Linear Regression	Jun 13, 2025	Nutritionregression	—Unverified	0
An Interpretable Machine Learning Approach in Predicting Inflation Using Payments System Data: A Case Study of Indonesia	Jun 12, 2025	Ensemble LearningInterpretable Machine Learning	—Unverified	0
Understanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods	Jun 12, 2025	In-Context Learningregression	—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