regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8751–8775 of 9424 papers

Title	Date	Tasks	Status	Hype
Non-Normal Mixtures of Experts	Jun 22, 2015	ClusteringMixture-of-Experts	CodeCode Available	0
Sampling constrained probability distributions using Spherical Augmentation	Jun 19, 2015	Bayesian Inferenceregression	—Unverified	0
Spectral Analysis of Symmetric and Anti-Symmetric Pairwise Kernels	Jun 19, 2015	regression	—Unverified	0
Doubly Decomposing Nonparametric Tensor Regression	Jun 19, 2015	regressionTensor Decomposition	—Unverified	0
Feature Selection for Ridge Regression with Provable Guarantees	Jun 17, 2015	Classificationfeature selection	—Unverified	0
Online Gradient Boosting	Jun 16, 2015	regression	—Unverified	0
Latent Regression Bayesian Network for Data Representation	Jun 15, 2015	regression	—Unverified	0
Encog: Library of Interchangeable Machine Learning Models for Java and C#	Jun 15, 2015	BIG-bench Machine LearningClustering	—Unverified	0
Using the Mean Absolute Percentage Error for Regression Models	Jun 12, 2015	regression	—Unverified	0
Optimal γ and C for ε-Support Vector Regression with RBF Kernels	Jun 12, 2015	regression	—Unverified	0
GAP Safe screening rules for sparse multi-task and multi-class models	Jun 11, 2015	regression	—Unverified	0
Mondrian Forests for Large-Scale Regression when Uncertainty Matters	Jun 11, 2015	Bayesian OptimizationGaussian Processes	CodeCode Available	0
Truthful Linear Regression	Jun 10, 2015	regression	—Unverified	0
Convergence Rates of Active Learning for Maximum Likelihood Estimation	Jun 8, 2015	Active LearningBinary Classification	—Unverified	0
Robust Regression via Hard Thresholding	Jun 8, 2015	regression	—Unverified	0
Face alignment by coarse-to-fine shape searching	Jun 7, 2015	Face Alignmentregression	CodeCode Available	0
No penalty no tears: Least squares in high-dimensional linear models	Jun 7, 2015	regressionVocal Bursts Intensity Prediction	—Unverified	0
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning	Jun 6, 2015	Bayesian InferenceDeep Reinforcement Learning	CodeCode Available	1
Classification and regression using an outer approximation projection-gradient method	Jun 6, 2015	Classificationfeature selection	—Unverified	0
Improved SVRG for Non-Strongly-Convex or Sum-of-Non-Convex Objectives	Jun 5, 2015	regression	CodeCode Available	0
Bayesian optimization for materials design	Jun 3, 2015	Bayesian Optimizationregression	CodeCode Available	0
Classify Images with Conceptor Network	Jun 2, 2015	regression	—Unverified	0
PRHLT: Combination of Deep Autoencoders with Classification and Regression Techniques for SemEval-2015 Task 11	Jun 1, 2015	Dimensionality ReductionGeneral Classification	—Unverified	0
Lsislif: CRF and Logistic Regression for Opinion Target Extraction and Sentiment Polarity Analysis	Jun 1, 2015	regressionSentiment Analysis	—Unverified	0
SWATAC: A Sentiment Analyzer using One-Vs-Rest Logistic Regression	Jun 1, 2015	Negation Detectionregression	—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