SOTAVerified

regression

Papers

Showing 10011025 of 9424 papers

TitleStatusHype
Machine learning-based prediction of fish acute mortality: implementation, interpretation, and regulatory relevance0
Agnostic Learning of Mixed Linear Regressions with EM and AM Algorithms0
Accelerating Heterogeneous Federated Learning with Closed-form Classifiers0
Automatic Essay Multi-dimensional Scoring with Fine-tuning and Multiple Regression0
Learning Analysis of Kernel Ridgeless Regression with Asymmetric Kernel LearningCode0
Distributional Refinement Network: Distributional Forecasting via Deep LearningCode0
Cluster-robust jackknife and bootstrap inference for logistic regression models0
Logistic Variational Bayes RevisitedCode0
Robust Visual Tracking via Iterative Gradient Descent and Threshold Selection0
Causal Contrastive Learning for Counterfactual Regression Over Time0
Turnstile _p leverage score sampling with applicationsCode0
Stein Random Feature RegressionCode0
Representation of preferences for multiple criteria decision aiding in a new seven-valued logic0
An Efficient Multi Quantile Regression Network with Ad Hoc Prevention of Quantile Crossing0
Statistical inference for case-control logistic regression via integrating external summary data0
Shape Constraints in Symbolic Regression using Penalized Least Squares0
Nonparametric regression on random geometric graphs sampled from submanifolds0
Principal-Agent Multitasking: the Uniformity of Optimal Contracts and its Efficient Learning via Instrumental Regression0
The Political Resource Curse Redux0
Improved Convex Decomposition with Ensembling and Boolean Primitives0
Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data0
Online Linear Regression in Dynamic Environments via Discounting0
Adaptive posterior concentration rates for sparse high-dimensional linear regression with random design and unknown error variance0
Verifiably Robust Conformal PredictionCode0
Regression Equilibrium in Electricity Markets0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified