regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7601–7625 of 9424 papers

Title	Date	Tasks	Status
Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning	Apr 1, 2018	BIG-bench Machine Learningregression	CodeCode Available
Probabilistic Formulations of Regression with Mixed Guidance	Apr 1, 2018	regression	CodeCode Available
Financial Aspect and Sentiment Predictions with Deep Neural Networks: An Ensemble Approach	Apr 1, 2018	regressionSentiment Analysis	—Unverified
Simulation Methods for Stochastic Storage Problems: A Statistical Learning Perspective	Mar 30, 2018	Experimental Designregression	—Unverified
AI Blue Book: Vehicle Price Prediction using Visual Features	Mar 29, 2018	General ClassificationPrediction	CodeCode Available
Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial data	Mar 29, 2018	Additive modelsBIG-bench Machine Learning	CodeCode Available
Structural Risk Minimization for C^1,1(R^d) Regression	Mar 29, 2018	regression	—Unverified
Dihedral angle prediction using generative adversarial networks	Mar 29, 2018	Density EstimationGenerative Adversarial Network	—Unverified
An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power	Mar 29, 2018	Decision MakingForm	—Unverified
Semi-supervised learning for structured regression on partially observed attributed graphs	Mar 28, 2018	ImputationMissing Labels	—Unverified
A Decision Tree Approach to Predicting Recidivism in Domestic Violence	Mar 27, 2018	Decision Makingfeature selection	—Unverified
A Study of Clustering Techniques and Hierarchical Matrix Formats for Kernel Ridge Regression	Mar 27, 2018	BIG-bench Machine LearningClustering	—Unverified
Multi-Scale Structure-Aware Network for Human Pose Estimation	Mar 27, 2018	Pose Estimationregression	—Unverified
Privacy-preserving Prediction	Mar 27, 2018	PAC learningPrediction	—Unverified
Real Time Surveillance for Low Resolution and Limited-Data Scenarios: An Image Set Classification Approach	Mar 26, 2018	Face RecognitionGeneral Classification	—Unverified
MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting	Mar 26, 2018	Astronomyregression	CodeCode Available
Logistic Regression: The Importance of Being Improper	Mar 25, 2018	regression	—Unverified
Optimizing the Trade-off between Single-Stage and Two-Stage Object Detectors using Image Difficulty Prediction	Mar 23, 2018	Objectobject-detection	—Unverified
Determinantal Point Processes for Coresets	Mar 23, 2018	Point Processesregression	CodeCode Available
Demystifying Deep Learning: A Geometric Approach to Iterative Projections	Mar 22, 2018	Deep Learningregression	—Unverified
Opposite neighborhood: a new method to select reference points of minimal learning machines	Mar 22, 2018	regression	CodeCode Available
Incremental Learning-to-Learn with Statistical Guarantees	Mar 21, 2018	Incremental Learningregression	—Unverified
Seglearn: A Python Package for Learning Sequences and Time Series	Mar 21, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available
Transferring Rich Deep Features for Facial Beauty Prediction	Mar 20, 2018	Face VerificationFacial Beauty Prediction	CodeCode Available
Risk and parameter convergence of logistic regression	Mar 20, 2018	regression	—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