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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 751–760 of 9424 papers

Title	Date	Tasks	Status	Hype
FIRAL: An Active Learning Algorithm for Multinomial Logistic Regression	Sep 11, 2024	Active Learningregression	—Unverified	0
Extending Explainable Ensemble Trees (E2Tree) to regression contexts	Sep 10, 2024	regression	—Unverified	0
Regression with Large Language Models for Materials and Molecular Property Prediction	Sep 9, 2024	Language ModelingLanguage Modelling	—Unverified	0
Approximation Bounds for Recurrent Neural Networks with Application to Regression	Sep 9, 2024	regression	—Unverified	0
Inference for Large Scale Regression Models with Dependent Errors	Sep 8, 2024	Gaussian Processesparameter estimation	—Unverified	0
Lepskii Principle for Distributed Kernel Ridge Regression	Sep 8, 2024	regression	—Unverified	0
Benchmarking Estimators for Natural Experiments: A Novel Dataset and a Doubly Robust Algorithm	Sep 6, 2024	Benchmarkingregression	—Unverified	0
Enhancing Uncertainty Quantification in Drug Discovery with Censored Regression Labels	Sep 6, 2024	Drug Discoveryregression	CodeCode Available	1
Active learning for regression in engineering populations: A risk-informed approach	Sep 6, 2024	Active Learningregression	—Unverified	0
An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis	Sep 6, 2024	Computational Efficiencyregression	—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