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Papers

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Showing 1191–1200 of 9424 papers

Title	Date	Tasks	Status	Hype
Accurate Coresets for Latent Variable Models and Regularized Regression	Dec 28, 2024	regression	—Unverified	0
Uncertainty quantification for improving radiomic-based models in radiation pneumonitis prediction	Dec 27, 2024	Conformal PredictionDecision Making	—Unverified	0
Stroke Prediction using Clinical and Social Features in Machine Learning	Dec 27, 2024	Predictionregression	CodeCode Available	0
A new approach to locally adaptive polynomial regression	Dec 27, 2024	Philosophyregression	CodeCode Available	0
SWAG: Long-term Surgical Workflow Prediction with Generative-based Anticipation	Dec 25, 2024	ClassificationLong Term Anticipation	—Unverified	0
Fréchet regression with implicit denoising and multicollinearity reduction	Dec 24, 2024	Denoisingfeature selection	—Unverified	0
PCM Selector: Penalized Covariate-Mediator Selection Operator for Evaluating Linear Causal Effects	Dec 24, 2024	regressionVariable Selection	—Unverified	0
Improved Feature Generating Framework for Transductive Zero-shot Learning	Dec 24, 2024	regressionZero-Shot Learning	—Unverified	0
HNCI: High-Dimensional Network Causal Inference	Dec 24, 2024	Causal Inferenceregression	CodeCode Available	0
Heterogeneous transfer learning for high dimensional regression with feature mismatch	Dec 24, 2024	Multi-Task Learningparameter estimation	—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