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Papers

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Showing 1131–1140 of 9424 papers

Title	Date	Tasks	Status	Hype
Sparse Linear Regression when Noises and Covariates are Heavy-Tailed and Contaminated by Outliers	Aug 2, 2024	regression	—Unverified	0
Bayesian Causal Forests for Multivariate Outcomes: Application to Irish Data From an International Large Scale Education Assessment	Mar 8, 2023	Causal Inferenceregression	—Unverified	0
Bayesian Dynamical System Identification With Unified Sparsity Priors And Model Uncertainty	Mar 8, 2021	regressionUncertainty Quantification	—Unverified	0
A Novel Multi-Period and Multilateral Price Index	Feb 21, 2021	regression	—Unverified	0
A Novel Method For Designing Transferable Soft Sensors And Its Application	Aug 5, 2020	regressionTransfer Learning	—Unverified	0
Acquisitive Crimes, Time of Day, and Multiunit Housing in the City of Milwaukee	May 13, 2021	regression	—Unverified	0
A Novel Large-scale Ordinal Regression Model	Dec 19, 2018	modelregression	—Unverified	0
A Feature Importance Analysis for Soft-Sensing-Based Predictions in a Chemical Sulphonation Process	Sep 25, 2020	Chemical ProcessFeature Importance	—Unverified	0
Accelerating Approximate Bayesian Computation with Quantile Regression: Application to Cosmological Redshift Distributions	Jul 24, 2017	quantile regressionregression	—Unverified	0
Decentralized Smoothing ADMM for Quantile Regression with Non-Convex Sparse Penalties	Aug 2, 2024	quantile regressionregression	—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