SOTAVerified

regression

Papers

Showing 22762300 of 9424 papers

TitleStatusHype
On the Soundness of XAI in Prognostics and Health Management (PHM)Code0
Quantum Machine Learning Approach for the Prediction of Surface Roughness in Additive Manufactured Specimens0
Estimation of sparse linear regression coefficients under L-subexponential covariates0
Sparse Private LASSO Logistic Regression0
Robust, randomized preconditioning for kernel ridge regressionCode0
Dependence of Physiochemical Features on Marine Chlorophyll Analysis with Learning Techniques0
Quantile Extreme Gradient Boosting for Uncertainty Quantification0
Stochastic Cell Transmission Models of Traffic Networks0
Automatically identifying ordinary differential equations from dataCode1
Optimal Kernel for Kernel-Based Modal Statistical Methods0
Optimality of Robust Online Learning0
Attention Scheme Inspired Softmax Regression0
Controllable Neural Symbolic Regression0
Knowledge Distillation Under Ideal Joint Classifier Assumption0
Advances on Concept Drift Detection in Regression Tasks using Social Networks Theory0
The Adaptive τ-Lasso: Robustness and Oracle Properties0
Differentiable Genetic Programming for High-dimensional Symbolic Regression0
You Only Need Two Detectors to Achieve Multi-Modal 3D Multi-Object TrackingCode1
Adjustment with Many Regressors Under Covariate-Adaptive Randomizations0
Analysis of Interpolating Regression Models and the Double Descent Phenomenon0
Toward Auto-evaluation with Confidence-based Category Relation-aware Regression0
Cross or Wait? Predicting Pedestrian Interaction Outcomes at Unsignalized Crossings0
Recursive Joint Attention for Audio-Visual Fusion in Regression based Emotion RecognitionCode1
A comparison between Recurrent Neural Networks and classical machine learning approaches In Laser induced breakdown spectroscopy0
Dynamic Exploration-Exploitation Trade-Off in Active Learning Regression with Bayesian Hierarchical Modeling0
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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