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Showing 841–850 of 9424 papers

Title	Date	Tasks	Status	Hype
Efficient Decision Trees for Tensor Regressions	Aug 4, 2024	regression	—Unverified	0
Composite Learning Adaptive Control without Excitation Condition	Aug 3, 2024	parameter estimationregression	—Unverified	0
Batch Active Learning in Gaussian Process Regression using Derivatives	Aug 3, 2024	Active Learningregression	—Unverified	0
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder	Aug 2, 2024	counterfactualimage-classification	CodeCode Available	1
Sparse Linear Regression when Noises and Covariates are Heavy-Tailed and Contaminated by Outliers	Aug 2, 2024	regression	—Unverified	0
Decentralized Smoothing ADMM for Quantile Regression with Non-Convex Sparse Penalties	Aug 2, 2024	quantile regressionregression	—Unverified	0
A Performance Analysis of Lexicase-Based and Traditional Selection Methods in GP for Symbolic Regression	Jul 31, 2024	regressionSymbolic Regression	—Unverified	0
Deep Fréchet Regression	Jul 31, 2024	regression	—Unverified	0
Potential weights and implicit causal designs in linear regression	Jul 30, 2024	Causal Inferencecounterfactual	—Unverified	0
Distribution Learning for Molecular Regression	Jul 30, 2024	Mixture-of-ExpertsMolecular Property Prediction	—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