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Papers

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Showing 1121–1130 of 9424 papers

Title	Date	Tasks	Status	Hype
A Novel Twitter Sentiment Analysis Model with Baseline Correlation for Financial Market Prediction with Improved Efficiency	Mar 18, 2020	Decision MakingPrediction	—Unverified	0
Nested Nonparametric Instrumental Variable Regression	Dec 28, 2021	BIG-bench Machine LearningCausal Inference	—Unverified	0
TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography	Oct 13, 2022	Contrastive LearningDiffusion MRI	—Unverified	0
A novel sparsity and clustering regularization	Oct 18, 2013	Clusteringregression	—Unverified	0
Affine Invariant Ensemble Transform Methods to Improve Predictive Uncertainty in Neural Networks	Sep 9, 2023	Bayesian Inferenceregression	—Unverified	0
A Critical Analysis of Image-based Camera Pose Estimation Techniques	Jan 15, 2022	Autonomous DrivingCamera Localization	—Unverified	0
A Novel Smoothed Loss and Penalty Function for Noncrossing Composite Quantile Estimation via Deep Neural Networks	Sep 24, 2019	Decision MakingForm	—Unverified	0
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping with Multisensor Satellite Data	Dec 1, 2022	Earth ObservationManagement	—Unverified	0
A Novel Regression Loss for Non-Parametric Uncertainty Optimization	Jan 7, 2021	regression	—Unverified	0
A Novel Plug-and-Play Approach for Adversarially Robust Generalization	Aug 19, 2022	Generalization BoundsMatrix Completion	—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