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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3021–3030 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Sparse Linear Regression when Noises and Covariates are Heavy-Tailed and Contaminated by Outliers	Aug 2, 2024	regression	—Unverified	0	0
Clarifying Trust of Materials Property Predictions using Neural Networks with Distribution-Specific Uncertainty Quantification	Feb 6, 2023	regressionUncertainty Quantification	—Unverified	0	0
A Novel Multi-Period and Multilateral Price Index	Feb 21, 2021	regression	—Unverified	0	0
A Novel Method For Designing Transferable Soft Sensors And Its Application	Aug 5, 2020	regressionTransfer Learning	—Unverified	0	0
A Novel Large-scale Ordinal Regression Model	Dec 19, 2018	modelregression	—Unverified	0	0
ChoiceNet: Robust Learning by Revealing Output Correlations	Sep 27, 2018	regression	—Unverified	0	0
A Feature Importance Analysis for Soft-Sensing-Based Predictions in a Chemical Sulphonation Process	Sep 25, 2020	Chemical ProcessFeature Importance	—Unverified	0	0
Acquisitive Crimes, Time of Day, and Multiunit Housing in the City of Milwaukee	May 13, 2021	regression	—Unverified	0	0
Chi-square and normal inference in high-dimensional multi-task regression	Jul 16, 2021	regressionvalid	—Unverified	0	0
A Novel GDP Prediction Technique based on Transfer Learning using CO2 Emission Dataset	May 2, 2020	regressionTransfer Learning	—Unverified	0	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