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regression

Papers

Showing 151160 of 9424 papers

TitleStatusHype
DAPLSR: Data Augmentation Partial Least Squares Regression Model via Manifold Optimization0
Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression0
Physics-informed features in supervised machine learning0
Machine Learning Interpretation of Optical Spectroscopy Using Peak-Sensitive Logistic RegressionCode0
From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning0
How Private is Your Attention? Bridging Privacy with In-Context Learning0
Distributed Time-Varying Gaussian Regression via Kalman FilteringCode0
Data Selection for ERMs0
Transforming Hyperspectral Images Into Chemical Maps: An End-to-End Deep Learning Approach0
Large Language Model Enhanced Particle Swarm Optimization for Hyperparameter Tuning for Deep Learning Models0
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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