regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 6851–6875 of 9424 papers

Title	Date	Tasks	Status
A sparse semismooth Newton based proximal majorization-minimization algorithm for nonconvex square-root-loss regression problems	Mar 27, 2019	regression	—Unverified
Constructing Parsimonious Analytic Models for Dynamic Systems via Symbolic Regression	Mar 27, 2019	Decision Makingregression	CodeCode Available
Kernel based regression with robust loss function via iteratively reweighted least squares	Mar 27, 2019	regression	—Unverified
On the Theory of Dynamic Graph Regression Problem	Mar 26, 2019	Graph Regressionregression	—Unverified
Active Stacking for Heart Rate Estimation	Mar 26, 2019	Active LearningHeart rate estimation	—Unverified
SuSi: Supervised Self-Organizing Maps for Regression and Classification in Python	Mar 26, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available
Probabilistic Load Forecasting via Point Forecast Feature Integration	Mar 26, 2019	energy managementFeature Importance	—Unverified
Localized Linear Regression in Networked Data	Mar 26, 2019	regression	CodeCode Available
Improved Generalization of Heading Direction Estimation for Aerial Filming Using Semi-supervised Regression	Mar 26, 2019	regression	—Unverified
Few-Shot Regression via Learned Basis Functions	Mar 25, 2019	Few-Shot LearningMeta-Learning	—Unverified
On the Functional Equivalence of TSK Fuzzy Systems to Neural Networks, Mixture of Experts, CART, and Stacking Ensemble Regression	Mar 25, 2019	BIG-bench Machine LearningMixture-of-Experts	—Unverified
Ensemble Methods for Causal Effects in Panel Data Settings	Mar 24, 2019	counterfactualMatrix Completion	—Unverified
Semi-Parametric Uncertainty Bounds for Binary Classification	Mar 23, 2019	Binary ClassificationClassification	—Unverified
Data-driven Prognostics with Predictive Uncertainty Estimation using Ensemble of Deep Ordinal Regression Models	Mar 23, 2019	regressionTime Series Analysis	—Unverified
Measuring the Similarity between Materials with an Emphasis on the Materials Distinctiveness	Mar 23, 2019	regression	—Unverified
Rotated Feature Network for multi-orientation object detection	Mar 23, 2019	ClassificationDecoder	—Unverified
Spatially-weighted Anomaly Detection with Regression Model	Mar 23, 2019	Anomaly Detectionmodel	—Unverified
Identification and Estimation of a Partially Linear Regression Model using Network Data	Mar 22, 2019	regression	—Unverified
Symbolic Regression Methods for Reinforcement Learning	Mar 22, 2019	Decision MakingFriction	—Unverified
High-Dimensional Linear Regression via Implicit Regularization	Mar 22, 2019	regressionVocal Bursts Intensity Prediction	—Unverified
WONDER: Weighted one-shot distributed ridge regression in high dimensions	Mar 22, 2019	Distributed Computingregression	CodeCode Available
Binary Space Partitioning Forests	Mar 22, 2019	regression	—Unverified
A unified spectra analysis workflow for the assessment of microbial contamination of ready to eat green salads: Comparative study and application of non-invasive sensors	Mar 21, 2019	feature selectionregression	—Unverified
Convergence of Parameter Estimates for Regularized Mixed Linear Regression Models	Mar 21, 2019	regression	—Unverified
Harmless interpolation of noisy data in regression	Mar 21, 2019	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