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regression

Papers

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Showing 4326–4350 of 9424 papers

TitleStatusHype
Maximum Correntropy Criterion Regression models with tending-to-zero scale parameters—0
Deep Asymmetric Hashing with Dual Semantic Regression and Class Structure Quantization—0
Semiparametric discrete data regression with Monte Carlo inference and predictionCode0
PROMPT: Parallel Iterative Algorithm for _p norm linear regression via Majorization Minimization with an application to semi-supervised graph learning—0
espiownage: Tracking Transients in Steelpan Drum Strikes Using Surveillance Technology—0
Learning curves for Gaussian process regression with power-law priors and targets—0
Probabilistic fine-tuning of pruning masks and PAC-Bayes self-bounded learning—0
Conditioning of Random Feature Matrices: Double Descent and Generalization Error—0
Data splitting improves statistical performance in overparametrized regimes—0
On Optimal Interpolation In Linear RegressionCode0
Adversarial attacks against Bayesian forecasting dynamic models—0
Low Complexity Single Source DOA Estimation Based on Reduced Dimension SVR—0
Data Driven Prediction of Battery Cycle Life Before Capacity Degradation—0
Predicting Rebar Endpoints using Sin Exponential Regression Model—0
Regression with Missing Data, a Comparison Study of TechniquesBased on Random ForestsCode0
A cautionary tale on fitting decision trees to data from additive models: generalization lower boundsCode0
Sufficient Dimension Reduction for High-Dimensional Regression and Low-Dimensional Embedding: Tutorial and Survey—0
Gravitational wave surrogates through automated machine learning—0
A revised comparison between FF five-factor model and three-factor model,based on China's A-share market—0
Fast Projection onto the Capped Simplex with Applications to Sparse Regression in Bioinformatics—0
On Model Selection Consistency of Lasso for High-Dimensional Ising Models—0
A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-box Design Problems—0
BAPGAN: GAN-based Bone Age Progression of Femur and Phalange X-ray Images—0
Tree-based local explanations of machine learning model predictions, AraucanaXAI—0
Prediction of Lung CT Scores of Systemic Sclerosis by Cascaded Regression Neural Networks—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