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regression

Papers

Showing 27512775 of 9424 papers

TitleStatusHype
RegTraffic: A Regression Based Traffic Simulator for Spatiotemporal Traffic Modeling, Simulation and Visualization0
Corn Yield Prediction based on Remotely Sensed Variables Using Variational Autoencoder and Multiple Instance Regression0
MEGAN: Multi-Explanation Graph Attention NetworkCode1
Efficient List-Decodable Regression using Batches0
Mutual Information Learned Regressor: an Information-theoretic Viewpoint of Training Regression Systems0
An ensemble of VisNet, Transformer-M, and pretraining models for molecular property prediction in OGB Large-Scale Challenge @ NeurIPS 20220
Performance Analysis of Machine Learning Algorithms in Chronic Kidney Disease PredictionCode0
Accuracy Prediction for NAS Acceleration using Feature Selection and ExtrapolationCode0
NeuMap: Neural Coordinate Mapping by Auto-Transdecoder for Camera LocalizationCode1
Self-Supervised 3D Traversability Estimation with Proxy Bank Guidance0
RobustLoc: Robust Camera Pose Regression in Challenging Driving EnvironmentsCode1
Exhaustive Symbolic RegressionCode1
Constructing Effective Machine Learning Models for the Sciences: A Multidisciplinary Perspective0
The loss of the property of locality of the kernel in high-dimensional Gaussian process regression on the example of the fitting of molecular potential energy surfaces0
Interpretable Scientific Discovery with Symbolic Regression: A ReviewCode0
Statistical Optimality of Divide and Conquer Kernel-based Functional Linear Regression0
Estimating Task Completion Times for Network Rollouts using Statistical Models within Partitioning-based Regression Methods0
A Lightweight Domain Adaptive Absolute Pose Regressor Using Barlow Twins Objective0
On the Pointwise Behavior of Recursive Partitioning and Its Implications for Heterogeneous Causal Effect Estimation0
Confounder Balancing for Instrumental Variable Regression with Latent Variable0
Global quantitative robustness of regression feed-forward neural networks0
A Transformer Framework for Data Fusion and Multi-Task Learning in Smart CitiesCode0
Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic0
Variable selection for nonlinear Cox regression model via deep learning0
SFPDML: Securer and Faster Privacy-Preserving Distributed Machine Learning based on MKTFHE0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified