SOTAVerified

regression

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2326–2350 of 9424 papers

TitleStatusHype
Can bin-wise scaling improve consistency and adaptivity of prediction uncertainty for machine learning regression ?Code0
A benchmark dataset for machine learning in ecotoxicology—0
Layered Models can "Automatically" Regularize and Discover Low-Dimensional Structures via Feature LearningCode0
Causal Feature Selection via Transfer Entropy—0
Assessing univariate and bivariate risks of late-frost and drought using vine copulas: A historical study for Bavaria—0
Exploring hyperelastic material model discovery for human brain cortex: multivariate analysis vs. artificial neural network approaches—0
Regularization properties of adversarially-trained linear regressionCode0
Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data—0
Label Differential Privacy via Aggregation—0
Inference with Mondrian Random Forests—0
Feature selection and regression methods for stock price prediction using technical indicators—0
Applying Bayesian Ridge Regression AI Modeling in Virus Severity Prediction—0
Statistical guarantees for stochastic Metropolis-HastingsCode0
Target Variable Engineering—0
Fast Screening Rules for Optimal Design via Quadratic Lasso ReformulationCode0
Uncertainty Quantification using Generative Approach—0
Smoothed instrumental variables quantile regression—0
Estimating Individual Responses when Tomorrow Matters—0
Real-time Prediction of the Great Recession and the Covid-19 Recession—0
Infinite Width Graph Neural Networks for Node Regression/ ClassificationCode0
Conformal inference for regression on Riemannian Manifolds—0
Divorce Prediction with Machine Learning: Insights and LIME Interpretability—0
HeightFormer: A Multilevel Interaction and Image-adaptive Classification-regression Network for Monocular Height Estimation with Aerial Images—0
A Benchmarking Protocol for SAR Colorization: From Regression to Deep Learning Approaches—0
How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression?—0
Show:102550
← PrevPage 94 of 377Next →
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