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regression

Papers

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Showing 901–925 of 9424 papers

TitleStatusHype
Regression is all you need for medical image translationCode0
Unemployment Dynamics Forecasting with Machine Learning Regression Models—0
A Dual-Task Synergy-Driven Generalization Framework for Pancreatic Cancer Segmentation in CT ScansCode0
Model Checks in a Kernel Ridge Regression Framework—0
Detecting multiple change points in linear models with heteroscedastic errors—0
Thinking Outside the Template with Modular GP-GOMEA—0
Predicting the Price of Gold in the Financial Markets Using Hybrid Models—0
NeuroLoc: Encoding Navigation Cells for 6-DOF Camera Localization—0
Quantum Support Vector Regression for Robust Anomaly Detection—0
Analysis of the vulnerability of machine learning regression models to adversarial attacks using data from 5G wireless networks—0
On the expressivity of deep Heaviside networks—0
GPRat: Gaussian Process Regression with Asynchronous TasksCode0
Can a Quantum Support Vector Machine algorithm be utilized to identify Key Biomarkers from Multi-Omics data of COVID19 patients?Code0
Learning and Generalization with Mixture Data—0
Transfer Learning Under High-Dimensional Network Convolutional Regression Model—0
Financial Data Analysis with Robust Federated Logistic RegressionCode0
Ridge partial correlation screening for ultrahigh-dimensional data—0
Test Set Sizing for the Ridge Regression—0
Fast approximative estimation of conditional Shapley values when using a linear regression model or a polynomial regression model—0
Post-Transfer Learning Statistical Inference in High-Dimensional Regression—0
Discovering Governing Equations of Geomagnetic Storm Dynamics with Symbolic Regression—0
An Axiomatic Assessment of Entropy- and Variance-based Uncertainty Quantification in Regression—0
Local Polynomial Lp-norm Regression—0
Physics-informed features in supervised machine learning—0
Machine Learning Interpretation of Optical Spectroscopy Using Peak-Sensitive Logistic RegressionCode0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

Benchmark Results

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