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regression

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Showing 8626–8650 of 9424 papers

TitleStatusHype
Data-driven Optimal Cost Selection for Distributionally Robust Optimization—0
Data-driven PDE discovery with evolutionary approach—0
Data-Driven Permanent Magnet Temperature Estimation in Synchronous Motors with Supervised Machine Learning—0
Data-driven polynomial chaos expansion for machine learning regression—0
Data-Driven Prediction Model of Components Shift during Reflow Process in Surface Mount Technology—0
Data Driven Prediction of Battery Cycle Life Before Capacity Degradation—0
Data-driven Prognostics with Predictive Uncertainty Estimation using Ensemble of Deep Ordinal Regression Models—0
Data-driven Small-signal Modeling for Converter-based Power Systems—0
Data-driven surrogate modelling and benchmarking for process equipment—0
Data-Informed Model Complexity Metric for Optimizing Symbolic Regression Models—0
Data Mining using Unguided Symbolic Regression on a Blast Furnace Dataset—0
Data Selection for ERMs—0
Dataset Meta-Learning from Kernel-Ridge Regression—0
Dataset Meta-Learning from Kernel Ridge-Regression—0
Data splitting improves statistical performance in overparametrized regimes—0
Data Strategies for Fleetwide Predictive Maintenance—0
Data Summarization via Bilevel Optimization—0
Datenqualität in Regressionsproblemen—0
D-CODE: Discovering Closed-form ODEs from Observed Trajectories—0
DCTM: Dilated Convolutional Transformer Model for Multimodal Engagement Estimation in Conversation—0
DDNet: Dual-path Decoder Network for Occlusion Relationship Reasoning—0
Dealing with Collinearity in Large-Scale Linear System Identification Using Gaussian Regression—0
Debiased/Double Machine Learning for Instrumental Variable Quantile Regressions—0
Debiased high-dimensional regression calibration for errors-in-variables log-contrast models—0
Debiased Ill-Posed 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