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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4261–4270 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Efficient and robust high-dimensional sparse logistic regression via nonlinear primal-dual hybrid gradient algorithms	Nov 30, 2021	regressionVariable Selection	—Unverified	0	0
Efficient and Robust Feature Selection via Joint ℓ2,1-Norms Minimization	Dec 1, 2010	feature selectionregression	—Unverified	0	0
Efficient and Consistent Robust Time Series Analysis	Jul 1, 2016	regressionTime Series	—Unverified	0	0
Efficient and Adaptive Linear Regression in Semi-Supervised Settings	Jan 17, 2017	Imputationregression	—Unverified	0	0
A Neural Network Anomaly Detector Using the Random Cluster Model	Jan 28, 2015	Anomaly DetectionGeneral Classification	—Unverified	0	0
Efficient and Accurate Face Alignment by Global Regression and Cascaded Local Refinement	Jun 16, 2019	Face Alignmentregression	—Unverified	0	0
Efficient Algorithms for Outlier-Robust Regression	Mar 8, 2018	regression	—Unverified	0	0
Binary Space Partitioning Forests	Mar 22, 2019	regression	—Unverified	0	0
Efficient Algorithms for Non-convex Isotonic Regression through Submodular Optimization	Jul 28, 2017	regression	—Unverified	0	0
Efficient algorithms for multivariate shape-constrained convex regression problems	Feb 26, 2020	regression	—Unverified	0	0

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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