regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 9026–9050 of 9424 papers

Title	Date	Tasks	Status
Robust and Efficient Subspace Segmentation via Least Squares Regression	Apr 27, 2014	regressionSegmentation	CodeCode Available
Approximate Inference for Nonstationary Heteroscedastic Gaussian process Regression	Apr 22, 2014	regression	—Unverified
Multi-Target Regression via Random Linear Target Combinations	Apr 20, 2014	General ClassificationMulti-Label Classification	—Unverified
Geometric Inference for General High-Dimensional Linear Inverse Problems	Apr 17, 2014	compressed sensingMatrix Completion	—Unverified
Sparse Bilinear Logistic Regression	Apr 15, 2014	regression	—Unverified
Face Detection with a 3D Model	Apr 14, 2014	Face Detectionmodel	—Unverified
Estimating nonlinear regression errors without doing regression	Apr 11, 2014	regression	—Unverified
Decreasing Weighted Sorted _1 Regularization	Apr 11, 2014	Clusteringregression	—Unverified
Efficiency of conformalized ridge regression	Apr 8, 2014	Conformal PredictionPrediction	—Unverified
Cascades of Regression Tree Fields for Image Restoration	Apr 8, 2014	Blind Image DeblurringDeblurring	—Unverified
Understanding Machine-learned Density Functionals	Apr 4, 2014	regression	—Unverified
Source-side Preordering for Translation using Logistic Regression and Depth-first Branch-and-Bound Search	Apr 1, 2014	Machine Translationregression	—Unverified
Improving the Lexical Function Composition Model with Pathwise Optimized Elastic-Net Regression	Apr 1, 2014	regression	—Unverified
Sharpened Error Bounds for Random Sampling Based _2 Regression	Mar 30, 2014	regression	—Unverified
Systematic Ensemble Learning for Regression	Mar 28, 2014	Ensemble Learningregression	—Unverified
Sparse Recovery with Linear and Nonlinear Observations: Dependent and Noisy Data	Mar 12, 2014	regression	—Unverified
Matroid Regression	Mar 4, 2014	regression	—Unverified
Global solar irradiation prediction using a multi-gene genetic programming approach	Mar 3, 2014	regressionSymbolic Regression	—Unverified
Multiview Hessian regularized logistic regression for action recognition	Mar 3, 2014	Action RecognitionAttribute	—Unverified
Sparse principal component regression with adaptive loading	Feb 26, 2014	regression	—Unverified
Machine Learning Methods in the Computational Biology of Cancer	Feb 24, 2014	BIG-bench Machine LearningClassification	—Unverified
Predictive Interval Models for Non-parametric Regression	Feb 24, 2014	Predictionregression	—Unverified
Manifold Gaussian Processes for Regression	Feb 24, 2014	Gaussian Processesregression	CodeCode Available
Path Thresholding: Asymptotically Tuning-Free High-Dimensional Sparse Regression	Feb 23, 2014	Model Selectionregression	—Unverified
Exact Post Model Selection Inference for Marginal Screening	Feb 23, 2014	Model Selectionregression	—Unverified

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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