regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7276–7300 of 9424 papers

Title	Date	Tasks	Status
Image Super-Resolution via Deterministic-Stochastic Synthesis and Local Statistical Rectification	Sep 18, 2018	Image Super-Resolutionregression	CodeCode Available
Statistically and Computationally Efficient Variance Estimator for Kernel Ridge Regression	Sep 17, 2018	regression	—Unverified
An Integral Pose Regression System for the ECCV2018 PoseTrack Challenge	Sep 17, 2018	3D Human Pose EstimationPose Estimation	CodeCode Available
A convex formulation for high-dimensional sparse sliced inverse regression	Sep 17, 2018	Dimensionality Reductionregression	—Unverified
Revisit Multinomial Logistic Regression in Deep Learning: Data Dependent Model Initialization for Image Recognition	Sep 17, 2018	General Classificationimage-classification	—Unverified
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters	Sep 16, 2018	regressionTime Series	CodeCode Available
On the Choice of Instruments in Mixed Frequency Specification Tests	Sep 14, 2018	regression	—Unverified
Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data	Sep 14, 2018	BIG-bench Machine LearningClassification	—Unverified
Are screening methods useful in feature selection? An empirical study	Sep 14, 2018	Classificationfeature selection	—Unverified
Tübingen-Oslo system: Linear regression works the best at Predicting Current and Future Psychological Health from Childhood Essays in the CLPsych 2018 Shared Task	Sep 13, 2018	regression	—Unverified
Identifying Real Estate Opportunities using Machine Learning	Sep 13, 2018	BIG-bench Machine LearningFeature Engineering	—Unverified
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training	Sep 12, 2018	Abusive LanguageClassification	CodeCode Available
Learning Deep Mixtures of Gaussian Process Experts Using Sum-Product Networks	Sep 12, 2018	Gaussian ProcessesMixture-of-Experts	CodeCode Available
Learning regression and verification networks for long-term visual tracking	Sep 12, 2018	General ClassificationObject	CodeCode Available
Local Control Regression: Improving the Least Squares Monte Carlo Method for Portfolio Optimization	Sep 11, 2018	Portfolio Optimizationregression	—Unverified
Tuning metaheuristics by sequential optimization of regression models	Sep 11, 2018	Multiobjective Optimizationregression	—Unverified
Regression Discontinuity Designs Using Covariates	Sep 11, 2018	regression	CodeCode Available
3D Human Body Reconstruction from a Single Image via Volumetric Regression	Sep 11, 2018	3D geometryregression	—Unverified
Does Your Phone Know Your Touch?	Sep 10, 2018	Anomaly DetectionPosition	—Unverified
Near real-time enumeration of live and dead bacteria using a fibre-based spectroscopic device	Sep 10, 2018	regression	—Unverified
Quantile Regression for Qualifying Match of GEFCom2017 Probabilistic Load Forecasting	Sep 10, 2018	Load Forecastingquantile regression	—Unverified
Performance Metrics (Error Measures) in Machine Learning Regression, Forecasting and Prognostics: Properties and Typology	Sep 9, 2018	BIG-bench Machine LearningGeneral Classification	—Unverified
Selective Refinement Network for High Performance Face Detection	Sep 7, 2018	Face DetectionGeneral Classification	CodeCode Available
Gaussian Process Regression for Binned Data	Sep 6, 2018	regression	—Unverified
Stock price prediction using support vector regression on daily and up to the minute prices	Sep 1, 2018	BIG-bench Machine LearningManagement	—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