regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 5326–5350 of 9424 papers

Title	Date	Tasks	Status	Hype
Light Direction and Color Estimation from Single Image with Deep Regression	Sep 18, 2020	regression	—Unverified	0
Coordinate Methods for Matrix Games	Sep 17, 2020	regression	—Unverified	0
Ridge Regression Revisited: Debiasing, Thresholding and Bootstrap	Sep 17, 2020	Model SelectionPrediction Intervals	—Unverified	0
The direct and indirect effect of CAP support on farm income enhancement:a farm-based econometric analysis	Sep 16, 2020	regression	—Unverified	0
Manipulation-Robust Regression Discontinuity Designs	Sep 16, 2020	Diagnosticregression	CodeCode Available	0
Exploiting Linear Substructure In LRKFs (Extended)	Sep 16, 2020	regression	—Unverified	0
Decentralization Estimators for Instrumental Variable Quantile Regression Models	Sep 16, 2020	quantile regressionregression	—Unverified	0
Interpolating Log-Determinant and Trace of the Powers of Matrix A + t B	Sep 15, 2020	regression	CodeCode Available	0
Data Poisoning Attacks on Regression Learning and Corresponding Defenses	Sep 15, 2020	Data Poisoningregression	CodeCode Available	1
Spinopelvic Anatomic Parameters Prediction Model of NSLBP based on data mining	Sep 14, 2020	regression	—Unverified	0
Estimating Individual Treatment Effects using Non-Parametric Regression Models: a Review	Sep 14, 2020	Causal InferenceModel Selection	CodeCode Available	0
A machine learning approach for efficient multi-dimensional integration	Sep 14, 2020	BIG-bench Machine Learningregression	—Unverified	0
Performance Evaluation of Linear Regression Algorithm in Cluster Environment	Sep 14, 2020	regression	—Unverified	0
Predicting Non Farm Employment	Sep 12, 2020	BIG-bench Machine Learningregression	—Unverified	0
Spatio-Temporal Functional Neural Networks	Sep 11, 2020	regressionTime Series	—Unverified	0
Symplectic Gaussian Process Regression of Hamiltonian Flow Maps	Sep 11, 2020	Numerical Integrationregression	—Unverified	0
On Multitask Loss Function for Audio Event Detection and Localization	Sep 11, 2020	Action DetectionActivity Detection	—Unverified	0
A kernel function for Signal Temporal Logic formulae	Sep 11, 2020	BIG-bench Machine Learningregression	—Unverified	0
Inference for high-dimensional exchangeable arrays	Sep 10, 2020	Density Estimationregression	—Unverified	0
Factor-Driven Two-Regime Regression	Sep 10, 2020	regressionTime Series	CodeCode Available	0
Generalized Multi-Output Gaussian Process Censored Regression	Sep 10, 2020	regressionStochastic Optimization	CodeCode Available	0
A First Step Towards Distribution Invariant Regression Metrics	Sep 10, 2020	regression	—Unverified	0
Semi-Anchored Detector for One-Stage Object Detection	Sep 10, 2020	ClassificationGeneral Classification	—Unverified	0
Denoising modulo samples: k-NN regression and tightness of SDP relaxation	Sep 10, 2020	Denoisingregression	CodeCode Available	0
Exploiting Multi-Modal Features From Pre-trained Networks for Alzheimer's Dementia Recognition	Sep 9, 2020	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