regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 9301–9325 of 9424 papers

Title	Date	Tasks	Status	Hype
Improved Information Gain Estimates for Decision Tree Induction	Jun 18, 2012	ClassificationGeneral Classification	—Unverified	0
Orthogonal Matching Pursuit with Noisy and Missing Data: Low and High Dimensional Results	Jun 5, 2012	regression	—Unverified	0
Regression with Phrase Indicators for Estimating MT Quality	Jun 1, 2012	Machine Translationregression	—Unverified	0
Tuning as Linear Regression	Jun 1, 2012	Machine Translationregression	—Unverified	0
A Generalized Kernel Approach to Structured Output Learning	May 10, 2012	regression	—Unverified	0
Bayesian inference for logistic models using Polya-Gamma latent variables	May 2, 2012	Bayesian InferenceComputational Efficiency	CodeCode Available	1
On Power-law Kernels, corresponding Reproducing Kernel Hilbert Space and Applications	Apr 9, 2012	General Classificationregression	—Unverified	0
A Multi-objective Exploratory Procedure for Regression Model Selection	Mar 28, 2012	Decision MakingModel Selection	—Unverified	0
Polynomial expansion of the binary classification function	Mar 26, 2012	Binary ClassificationClassification	CodeCode Available	0
Algorithms for Learning Kernels Based on Centered Alignment	Mar 2, 2012	General ClassificationGeneralization Bounds	—Unverified	0
Near-optimal Coresets For Least-Squares Regression	Feb 16, 2012	regression	—Unverified	0
Lossy Compression via Sparse Linear Regression: Performance under Minimum-distance Encoding	Feb 3, 2012	regression	—Unverified	0
Kernels on Sample Sets via Nonparametric Divergence Estimates	Feb 1, 2012	Anomaly DetectionBIG-bench Machine Learning	—Unverified	0
Additive Gaussian Processes	Dec 19, 2011	Additive modelsGaussian Processes	CodeCode Available	0
Regularized Laplacian Estimation and Fast Eigenvector Approximation	Dec 1, 2011	regression	—Unverified	0
Convergent Fitted Value Iteration with Linear Function Approximation	Dec 1, 2011	regression	—Unverified	0
Sparse Features for PCA-Like Linear Regression	Dec 1, 2011	regression	—Unverified	0
Continuous-Time Regression Models for Longitudinal Networks	Dec 1, 2011	regression	—Unverified	0
High-dimensional regression with noisy and missing data: Provable guarantees with non-convexity	Dec 1, 2011	regression	—Unverified	0
Statistical Tests for Optimization Efficiency	Dec 1, 2011	regression	—Unverified	0
Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression	Dec 1, 2011	regression	—Unverified	0
Sparse recovery by thresholded non-negative least squares	Dec 1, 2011	regression	—Unverified	0
Projection onto A Nonnegative Max-Heap	Dec 1, 2011	regression	—Unverified	0
Semi-supervised Regression via Parallel Field Regularization	Dec 1, 2011	regression	—Unverified	0
Learning Patient-Specific Cancer Survival Distributions as a Sequence of Dependent Regressors	Dec 1, 2011	regressionSurvival Analysis	—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