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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1101–1110 of 9424 papers

Title	Date	Tasks	Status	Hype
Bagged Polynomial Regression and Neural Networks	May 17, 2022	Crop Classificationregression	—Unverified	0
Balanced Depth Completion between Dense Depth Inference and Sparse Range Measurements via KISS-GP	Aug 12, 2020	Autonomous DrivingDepth Completion	—Unverified	0
An update on statistical boosting in biomedicine	Feb 27, 2017	regressionVariable Selection	—Unverified	0
An Unsupervised Approach for Automatic Activity Recognition based on Hidden Markov Model Regression	Dec 25, 2013	Activity RecognitionGeneral Classification	—Unverified	0
A first-stage representation for instrumental variables quantile regression	Feb 1, 2021	quantile regressionregression	—Unverified	0
A First Principles Approach for Data-Efficient System Identification of Spring-Rod Systems via Differentiable Physics Engines	Apr 28, 2020	regression	—Unverified	0
An Uncertainty-based Human-in-the-loop System for Industrial Tool Wear Analysis	Jul 14, 2020	Image Segmentationregression	—Unverified	0
Exploring Uncertainty Measures for Image-Caption Embedding-and-Retrieval Task	Apr 9, 2019	General Classificationregression	—Unverified	0
A Numerical Transform of Random Forest Regressors corrects Systematically-Biased Predictions	Mar 16, 2020	regression	—Unverified	0
ANTLER: Bayesian Nonlinear Tensor Learning and Modeler for Unstructured, Varying-Size Point Cloud Data	Feb 25, 2022	Dimensionality ReductionQuantization	—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