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regression

Papers

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Showing 4051–4075 of 9424 papers

TitleStatusHype
Advantage Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning—0
Enabling Machine Learning Algorithms for Credit Scoring -- Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models—0
High Dimensional Multivariate Regression and Precision Matrix Estimation via Nonconvex Optimization—0
High-Dimensional Poisson DAG Model Learning Using _1-Regularized Regression—0
Emulation as an Accurate Alternative to Interpolation in Sampling Radiative Transfer Codes—0
High-dimensional regression adjustments in randomized experiments—0
Bounds for Approximate Regret-Matching Algorithms—0
EmpNa at WASSA 2021: A Lightweight Model for the Prediction of Empathy, Distress and Emotions from Reactions to News Stories—0
Employee Attrition Prediction—0
High-Dimensional Regression with Binary Coefficients. Estimating Squared Error and a Phase Transition—0
High-Dimensional Regression with Gaussian Mixtures and Partially-Latent Response Variables—0
High-dimensional regression with noisy and missing data: Provable guarantees with non-convexity—0
Bounding Regression Errors in Data-driven Power Grid Steady-state Models—0
Empirical Study of Deep Learning for Text Classification in Legal Document Review—0
High-dimensional robust regression and outliers detection with SLOPE—0
High-dimensional robust regression under heavy-tailed data: Asymptotics and Universality—0
High Dimensional Robust Sparse Regression—0
High-Dimensional Structured Quantile Regression—0
High dimensional thresholded regression and shrinkage effect—0
High Dimensional Time Series Regression Models: Applications to Statistical Learning Methods—0
Empirical Strategy for Stretching Probability Distribution in Neural-network-based Regression—0
Higher-Order Low-Rank Regression—0
Boundary Regression for Leitmotif Detection in Music Audio—0
Higher Performance Visual Tracking with Dual-Modal Localization—0
An Experimental Comparison of Old and New Decision Tree Algorithms—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