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regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3821–3830 of 9424 papers

Title	Date	Tasks	Status	Hype
Prediction and compression of lattice QCD data using machine learning algorithms on quantum annealer	Dec 3, 2021	BIG-bench Machine Learningregression	—Unverified	0
In situ process quality monitoring and defect detection for direct metal laser melting	Dec 3, 2021	Defect DetectionFault Detection	—Unverified	0
A Systematic IoU-Related Method: Beyond Simplified Regression for Better Localization	Dec 3, 2021	regression	—Unverified	0
RafterNet: Probabilistic predictions in multi-response regression	Dec 2, 2021	regression	—Unverified	0
RIF Regression via Sensitivity Curves	Dec 2, 2021	regressionSensitivity	—Unverified	0
Dimension-Free Average Treatment Effect Inference with Deep Neural Networks	Dec 2, 2021	regressionUncertainty Quantification	—Unverified	0
Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximation	Dec 2, 2021	Dimensionality Reductionregression	CodeCode Available	1
Classifying Verses of the Quran using Doc2vec	Dec 1, 2021	regressionSemantic Similarity	—Unverified	0
Structural Sieves	Dec 1, 2021	regression	—Unverified	0
Training Experimentally Robust and Interpretable Binarized Regression Models Using Mixed-Integer Programming	Dec 1, 2021	Classificationregression	—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