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Papers

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Showing 1321–1330 of 9424 papers

Title	Date	Tasks	Status	Hype
Bayesian Active Learning for Censored Regression	Feb 19, 2024	Active Learningregression	—Unverified	0
An Adversarial Approach to Evaluating the Robustness of Event Identification Models	Feb 19, 2024	Adversarial AttackClassification	—Unverified	0
Imbalance in Regression Datasets	Feb 19, 2024	regression	—Unverified	0
Learning Memory Kernels in Generalized Langevin Equations	Feb 18, 2024	regression	—Unverified	0
Improved Indoor Localization with Machine Learning Techniques for IoT applications	Feb 18, 2024	Indoor LocalizationOutdoor Localization	—Unverified	0
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits	Feb 17, 2024	Computational EfficiencyEfficient Exploration	CodeCode Available	0
A Regression Mixture Model to understand the effect of the Covid-19 pandemic on Public Transport Ridership	Feb 16, 2024	parameter estimationregression	CodeCode Available	0
On Automating Video Game Regression Testing by Planning and Learning	Feb 16, 2024	regressionUnity	—Unverified	0
Functional Partial Least-Squares: Adaptive Estimation and Inference	Feb 16, 2024	regression	—Unverified	0
Analysis and Mortality Prediction using Multiclass Classification for Older Adults with Type 2 Diabetes	Feb 16, 2024	feature selectionMortality 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