regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 9276–9300 of 9424 papers

Title	Date	Tasks	Status
Random Projections for Linear Support Vector Machines	Nov 26, 2012	Dimensionality ReductionGeneral Classification	—Unverified
Physics constrained nonlinear regression models for time series	Nov 20, 2012	regressionTime Series	CodeCode Available
K-Plane Regression	Nov 7, 2012	Clusteringregression	—Unverified
Randomized Dimension Reduction on Massive Data	Nov 7, 2012	Dimensionality Reductionregression	—Unverified
Random walk kernels and learning curves for Gaussian process regression on random graphs	Nov 6, 2012	Gaussian Processesregression	—Unverified
The complexity of learning halfspaces using generalized linear methods	Nov 3, 2012	regression	—Unverified
Laplace approximation for logistic Gaussian process density estimation and regression	Nov 1, 2012	Bayesian InferenceDensity Estimation	CodeCode Available
Venn-Abers predictors	Oct 31, 2012	Predictionregression	CodeCode Available
Strong oracle optimality of folded concave penalized estimation	Oct 22, 2012	quantile regressionregression	—Unverified
Mixture model for designs in high dimensional regression and the LASSO	Oct 17, 2012	regressionVariable Selection	—Unverified
Bayesian Analysis for miRNA and mRNA Interactions Using Expression Data	Oct 12, 2012	regressionSpecificity	—Unverified
An efficient model-free estimation of multiclass conditional probability	Sep 22, 2012	quantile regressionregression	—Unverified
Regression trees for longitudinal and multiresponse data	Sep 21, 2012	Missing Valuesregression	—Unverified
Efficient Regularized Least-Squares Algorithms for Conditional Ranking on Relational Data	Sep 21, 2012	Computational EfficiencyInformation Retrieval	—Unverified
Comunication-Efficient Algorithms for Statistical Optimization	Sep 19, 2012	regression	—Unverified
Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors	Sep 10, 2012	regressionVariable Selection	—Unverified
Consistent selection of tuning parameters via variable selection stability	Aug 16, 2012	regressionVariable Selection	—Unverified
Sharp analysis of low-rank kernel matrix approximations	Aug 9, 2012	regression	—Unverified
Gaussian process regression as a predictive model for Quality-of-Service in Web service systems	Jul 30, 2012	General Classificationregression	—Unverified
The Fast Cauchy Transform and Faster Robust Linear Regression	Jul 19, 2012	regression	—Unverified
Higher-Order Partial Least Squares (HOPLS): A Generalized Multi-Linear Regression Method	Jul 5, 2012	regression	CodeCode Available
A Regression-based Approach to Modeling Addressee Backchannels	Jul 1, 2012	regression	—Unverified
Probabilistic Finite State Machines for Regression-based MT Evaluation	Jul 1, 2012	Machine TranslationNatural Language Inference	—Unverified
DeepPurple: Estimating Sentence Semantic Similarity using N-gram Regression Models and Web Snippets	Jul 1, 2012	Machine TranslationNatural Language Inference	—Unverified
UNITOR: Combining Semantic Text Similarity functions through SV Regression	Jul 1, 2012	Information RetrievalOpinion Mining	—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