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regression

Papers

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Showing 5451–5475 of 9424 papers

TitleStatusHype
Kernel Methods for Causal Functions: Dose, Heterogeneous, and Incremental Response Curves—0
Few-shot Learning for Spatial Regression—0
Physics-Informed Gaussian Process Regression for Probabilistic States Estimation and Forecasting in Power Grids—0
Predictive Modeling of Anatomy with Genetic and Clinical DataCode0
Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation—0
Sparse network asymptotics for logistic regression—0
CryptoCredit: Securely Training Fair Models—0
Online and Distribution-Free Robustness: Regression and Contextual Bandits with Huber Contamination—0
Yield Optimization using Hybrid Gaussian Process Regression and a Genetic Multi-Objective ApproachCode0
Combining Deep Learning and String Kernels for the Localization of Swiss German Tweets—0
Interpreting Unconditional Quantile Regression with Conditional Independence—0
Kernel regression in high dimensions: Refined analysis beyond double descent—0
Splitting Gaussian Process Regression for Streaming Data—0
CoRe: Color Regression for Multicolor Fashion Garments—0
Robust priors for regularized regressionCode0
ERFit: Entropic Regression Fit Matlab Package, for Data-Driven System Identification of Underlying Dynamic EquationsCode0
Exploring Semantic Capacity of TermsCode0
Short-term prediction of photovoltaic power generation using Gaussian process regression—0
Robust and Efficient Estimation of Potential Outcome Means under Random Assignment—0
On the Universality of the Double Descent Peak in Ridgeless RegressionCode0
Multi-Resolution Fusion and Multi-scale Input Priors Based Crowd Counting—0
Surface Agnostic Metrics for Cortical Volume Segmentation and Regression—0
MetaDetect: Uncertainty Quantification and Prediction Quality Estimates for Object DetectionCode0
Explainable Online Validation of Machine Learning Models for Practical Applications—0
PrognoseNet: A Generative Probabilistic Framework for Multimodal Position Prediction given Context Information—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