regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7401–7425 of 9424 papers

Title	Date	Tasks	Status	Hype
Robust inference on the average treatment effect using the outcome highly adaptive lasso	Jun 18, 2018	regression	—Unverified	0
Comparison-Based Random Forests	Jun 18, 2018	General Classificationregression	—Unverified	0
Incremental Sparse Bayesian Ordinal Regression	Jun 18, 2018	Multi-Label Learningregression	CodeCode Available	0
Subspace Embedding and Linear Regression with Orlicz Norm	Jun 17, 2018	regression	—Unverified	0
On the Relationship between Data Efficiency and Error for Uncertainty Sampling	Jun 15, 2018	Active Learningregression	CodeCode Available	0
Unsupervised Training for 3D Morphable Model Regression	Jun 15, 2018	3D Face Reconstructionmodel	CodeCode Available	1
On the exact minimization of saturated loss functions for robust regression and subspace estimation	Jun 15, 2018	General Classificationregression	—Unverified	0
Implicit Quantile Networks for Distributional Reinforcement Learning	Jun 14, 2018	Atari GamesDistributional Reinforcement Learning	CodeCode Available	0
Autoregressive Quantile Networks for Generative Modeling	Jun 14, 2018	Diversityquantile regression	CodeCode Available	0
Efficient sampling for Gaussian linear regression with arbitrary priors	Jun 14, 2018	regression	—Unverified	0
Direct Automated Quantitative Measurement of Spine via Cascade Amplifier Regression Network	Jun 14, 2018	regression	CodeCode Available	0
Polynomial Regression As an Alternative to Neural Nets	Jun 13, 2018	regression	CodeCode Available	0
End-to-End Parkinson Disease Diagnosis using Brain MR-Images by 3D-CNN	Jun 13, 2018	Deep LearningGeneral Classification	—Unverified	0
Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolate	Jun 13, 2018	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Improving Regression Performance with Distributional Losses	Jun 12, 2018	regressionReinforcement Learning	—Unverified	0
A Fast and Easy Regression Technique for k-NN Classification Without Using Negative Pairs	Jun 11, 2018	General ClassificationMetric Learning	—Unverified	0
A Preliminary Exploration of Floating Point Grammatical Evolution	Jun 9, 2018	regression	—Unverified	0
Deterministic Stretchy Regression	Jun 9, 2018	regression	—Unverified	0
3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation	Jun 8, 2018	Automated Pancreas SegmentationOrgan Segmentation	—Unverified	0
The Well Tempered Lasso	Jun 8, 2018	regression	—Unverified	0
Machine learning-based colon deformation estimation method for colonoscope tracking	Jun 8, 2018	BIG-bench Machine Learningregression	—Unverified	0
Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information	Jun 8, 2018	regression	—Unverified	0
Kernel Machines With Missing Responses	Jun 7, 2018	General Classificationregression	—Unverified	0
Estimating Train Delays in a Large Rail Network Using a Zero Shot Markov Model	Jun 7, 2018	regression	CodeCode Available	0
GP-RVM: Genetic Programing-based Symbolic Regression Using Relevance Vector Machine	Jun 7, 2018	Evolutionary Algorithmsregression	—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