regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7576–7600 of 9424 papers

Title	Date	Tasks	Status	Hype
Structural Risk Minimization for C^1,1(R^d) Regression	Mar 29, 2018	regression	—Unverified	0
Dihedral angle prediction using generative adversarial networks	Mar 29, 2018	Density EstimationGenerative Adversarial Network	—Unverified	0
Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial data	Mar 29, 2018	Additive modelsBIG-bench Machine Learning	CodeCode Available	0
AI Blue Book: Vehicle Price Prediction using Visual Features	Mar 29, 2018	General ClassificationPrediction	CodeCode Available	0
Semi-supervised learning for structured regression on partially observed attributed graphs	Mar 28, 2018	ImputationMissing Labels	—Unverified	0
A Study of Clustering Techniques and Hierarchical Matrix Formats for Kernel Ridge Regression	Mar 27, 2018	BIG-bench Machine LearningClustering	—Unverified	0
A Decision Tree Approach to Predicting Recidivism in Domestic Violence	Mar 27, 2018	Decision Makingfeature selection	—Unverified	0
Multi-Scale Structure-Aware Network for Human Pose Estimation	Mar 27, 2018	Pose Estimationregression	—Unverified	0
Privacy-preserving Prediction	Mar 27, 2018	PAC learningPrediction	—Unverified	0
Real Time Surveillance for Low Resolution and Limited-Data Scenarios: An Image Set Classification Approach	Mar 26, 2018	Face RecognitionGeneral Classification	—Unverified	0
MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting	Mar 26, 2018	Astronomyregression	CodeCode Available	0
Logistic Regression: The Importance of Being Improper	Mar 25, 2018	regression	—Unverified	0
Determinantal Point Processes for Coresets	Mar 23, 2018	Point Processesregression	CodeCode Available	0
Optimizing the Trade-off between Single-Stage and Two-Stage Object Detectors using Image Difficulty Prediction	Mar 23, 2018	Objectobject-detection	—Unverified	0
Opposite neighborhood: a new method to select reference points of minimal learning machines	Mar 22, 2018	regression	CodeCode Available	0
A Comprehensive Analysis of Deep Regression	Mar 22, 2018	Pose Estimationregression	CodeCode Available	1
Demystifying Deep Learning: A Geometric Approach to Iterative Projections	Mar 22, 2018	Deep Learningregression	—Unverified	0
Incremental Learning-to-Learn with Statistical Guarantees	Mar 21, 2018	Incremental Learningregression	—Unverified	0
Seglearn: A Python Package for Learning Sequences and Time Series	Mar 21, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	0
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network	Mar 21, 2018	3D Face ReconstructionFace Alignment	CodeCode Available	1
Sparse Reduced Rank Regression With Nonconvex Regularization	Mar 20, 2018	Dimensionality ReductionEconometrics	—Unverified	0
Transferring Rich Deep Features for Facial Beauty Prediction	Mar 20, 2018	Face VerificationFacial Beauty Prediction	CodeCode Available	0
UnibucKernel: A kernel-based learning method for complex word identification	Mar 20, 2018	Binary ClassificationComplex Word Identification	—Unverified	0
Graph-based regularization for regression problems with alignment and highly-correlated designs	Mar 20, 2018	Model Selectionregression	—Unverified	0
Risk and parameter convergence of logistic regression	Mar 20, 2018	regression	—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