regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8701–8725 of 9424 papers

Title	Date	Tasks	Status
Modeling Concordances of Company's Investment Directions With Its Market Attraction	Sep 13, 2015	regression	—Unverified
Fast low-rank estimation by projected gradient descent: General statistical and algorithmic guarantees	Sep 10, 2015	ClusteringGraph Clustering	—Unverified
An Epsilon Hierarchical Fuzzy Twin Support Vector Regression	Sep 10, 2015	regression	—Unverified
Fast Second-Order Stochastic Backpropagation for Variational Inference	Sep 9, 2015	regressionVariational Inference	—Unverified
Semismooth Newton Coordinate Descent Algorithm for Elastic-Net Penalized Huber Loss Regression and Quantile Regression	Sep 9, 2015	quantile regressionregression	—Unverified
Empirical risk minimization is consistent with the mean absolute percentage error	Sep 8, 2015	regression	—Unverified
A Variational Bayesian State-Space Approach to Online Passive-Aggressive Regression	Sep 8, 2015	General Classificationregression	—Unverified
Poisson Subsampling Algorithms for Large Sample Linear Regression in Massive Data	Sep 7, 2015	regression	—Unverified
Theoretical and Experimental Analyses of Tensor-Based Regression and Classification	Sep 6, 2015	ClassificationGeneral Classification	—Unverified
l1-norm Penalized Orthogonal Forward Regression	Sep 4, 2015	regression	—Unverified
Online Supervised Subspace Tracking	Sep 1, 2015	Dimensionality Reductionregression	—Unverified
Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression	Sep 1, 2015	Automated Essay ScoringDomain Adaptation	—Unverified
Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment	Sep 1, 2015	Machine TranslationNatural Language Inference	—Unverified
X-TREPAN: a multi class regression and adapted extraction of comprehensible decision tree in artificial neural networks	Aug 30, 2015	General Classificationregression	—Unverified
A Comparison Between Decision Trees and Decision Tree Forest Models for Software Development Effort Estimation	Aug 28, 2015	regression	—Unverified
Designating market maker behaviour in Limit Order Book markets	Aug 18, 2015	regression	—Unverified
Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo	Aug 18, 2015	GPRregression	CodeCode Available
RCR: Robust Compound Regression for Robust Estimation of Errors-in-Variables Model	Aug 12, 2015	regression	CodeCode Available
Bayesian Dropout	Aug 12, 2015	regression	—Unverified
Model-based SIR for dimension reduction	Aug 10, 2015	Dimensionality ReductionGeneral Classification	—Unverified
Primal-Dual Active-Set Methods for Isotonic Regression and Trend Filtering	Aug 10, 2015	regression	—Unverified
The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization	Aug 8, 2015	regressionVariable Selection	—Unverified
Bayesian Approximate Kernel Regression with Variable Selection	Aug 5, 2015	Binary Classificationregression	CodeCode Available
Bayesian mixtures of spatial spline regressions	Aug 4, 2015	ClusteringDensity Estimation	—Unverified
Zero-Shot Domain Adaptation via Kernel Regression on the Grassmannian	Jul 28, 2015	Domain Adaptationregression	—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