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Papers

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Showing 1601–1610 of 9424 papers

Title	Date	Tasks	Status	Hype
Co-data Learning for Bayesian Additive Regression Trees	Nov 16, 2023	PredictionPrognosis	CodeCode Available	0
Neuroscience inspired scientific machine learning (Part-1): Variable spiking neuron for regression	Nov 15, 2023	regression	—Unverified	0
Strategic Data Augmentation with CTGAN for Smart Manufacturing: Enhancing Machine Learning Predictions of Paper Breaks in Pulp-and-Paper Production	Nov 15, 2023	Data Augmentationregression	—Unverified	0
Statistical learning by sparse deep neural networks	Nov 15, 2023	regression	—Unverified	0
Model Agnostic Explainable Selective Regression via Uncertainty Estimation	Nov 15, 2023	Benchmarkingmodel	—Unverified	0
A Unified Approach to Learning Ising Models: Beyond Independence and Bounded Width	Nov 15, 2023	regression	—Unverified	0
Estimating Conditional Value-at-Risk with Nonstationary Quantile Predictive Regression Models	Nov 14, 2023	regression	—Unverified	0
Transformers can optimally learn regression mixture models	Nov 14, 2023	regression	—Unverified	0
On semi-supervised estimation using exponential tilt mixture models	Nov 14, 2023	regression	—Unverified	0
Counterfactual Explanation for Regression via Disentanglement in Latent Space	Nov 14, 2023	counterfactualCounterfactual Explanation	—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