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regression

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Showing 2751–2775 of 9424 papers

TitleStatusHype
Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems—0
Do you understand epistemic uncertainty? Think again! Rigorous frequentist epistemic uncertainty estimation in regression—0
DPpack: An R Package for Differentially Private Statistical Analysis and Machine Learning—0
Best Subset Selection via a Modern Optimization Lens—0
DR2S : Deep Regression with Region Selection for Camera Quality Evaluation—0
Beta quantile regression for robust estimation of uncertainty in the presence of outliers—0
DR-ABC: Approximate Bayesian Computation with Kernel-Based Distribution Regression—0
Driver Behavior Modelling at the Urban Intersection via Canonical Correlation Analysis—0
Driver Drowsiness Estimation from EEG Signals Using Online Weighted Adaptation Regularization for Regression (OwARR)—0
Deep Lossless Image Compression via Masked Sampling and Coarse-to-Fine Auto-Regression—0
Deep-LK for Efficient Adaptive Object Tracking—0
Dropout Drops Double Descent—0
Dropout Regularization Versus _2-Penalization in the Linear Model—0
DrSR: LLM based Scientific Equation Discovery with Dual Reasoning from Data and Experience—0
Drug Repurposing Targeting COVID-19 3CL Protease using Molecular Docking and Machine Learning Regression Approach—0
Better Modelling Out-of-Distribution Regression on Distributed Acoustic Sensor Data Using Anchored Hidden State Mixup—0
Adaptive Online Estimation of Piecewise Polynomial Trends—0
Achieving greater Explanatory Power and Forecasting Accuracy with Non-uniform spread Fuzzy Linear Regression—0
Histogram Transform Ensembles for Large-scale Regression—0
Dual Grid Net: hand mesh vertex regression from single depth maps—0
Beware of Validation by Eye: Visual Validation of Linear Trends in Scatterplots—0
An Efficient Method of Training Small Models for Regression Problems with Knowledge Distillation—0
Dual Linear Regression Based Classification for Face Cluster Recognition—0
Beyond Beats: A Recipe to Song Popularity? A machine learning approach—0
Deep Limit Model-free Prediction in Regression—0
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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