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Papers

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Showing 1381–1390 of 9424 papers

Title	Date	Tasks	Status	Hype
Target inductive methods for zero-shot regression	Feb 2, 2024	regression	CodeCode Available	0
Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrum	Feb 2, 2024	regression	—Unverified	0
kNN Algorithm for Conditional Mean and Variance Estimation with Automated Uncertainty Quantification and Variable Selection	Feb 2, 2024	Computational Efficiencyregression	—Unverified	0
Adaptive Optimization for Prediction with Missing Data	Feb 2, 2024	ImputationPrediction	—Unverified	0
Direct side information learning for zero-shot regression	Feb 2, 2024	global-optimizationimage-classification	CodeCode Available	0
The Information of Large Language Model Geometry	Feb 1, 2024	Language ModelingLanguage Modelling	—Unverified	0
Vertical Symbolic Regression via Deep Policy Gradient	Feb 1, 2024	Decision MakingDeep Reinforcement Learning	CodeCode Available	0
Spectrally Transformed Kernel Regression	Feb 1, 2024	regression	—Unverified	0
Quantum-Assisted Hilbert-Space Gaussian Process Regression	Feb 1, 2024	Gaussian Processesregression	CodeCode Available	0
On the design-dependent suboptimality of the Lasso	Feb 1, 2024	regression	CodeCode Available	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