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regression

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Showing 1151–1175 of 9424 papers

TitleStatusHype
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework—0
A Novel Bounding Box Regression Method for Single Object Tracking—0
A Novel Approach to Forecasting Financial Volatility with Gaussian Process Envelopes—0
A Fast and Compact Saliency Score Regression Network Based on Fully Convolutional Network—0
A Novel Approach in Solving Stochastic Generalized Linear Regression via Nonconvex Programming—0
A Novel Approach for Machine Learning-based Load Balancing in High-speed Train System using Nested Cross Validation—0
A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF Prior—0
A Coupled Evolutionary Network for Age Estimation—0
3D Human Body Reconstruction from a Single Image via Volumetric Regression—0
Bayesian Linear Regression with Cauchy Prior and Its Application in Sparse MIMO Radar—0
A Notion of Feature Importance by Decorrelation and Detection of Trends by Random Forest Regression—0
A note relating ridge regression and OLS p-values to preconditioned sparse penalized regression—0
A Family of Penalty Functions for Structured Sparsity—0
A Note on the Asymptotic Properties of the GLS Estimator in Multivariate Regression with Heteroskedastic and Autocorrelated Errors—0
A Note On Nonlinear Regression Under L2 Loss—0
A Coreset Learning Reality Check—0
A Note on Estimation Error Bound and Grouping Effect of Transfer Elastic Net—0
A Note on Coding and Standardization of Categorical Variables in (Sparse) Group Lasso Regression—0
A dynamic ordered logit model with fixed effects—0
Advertising Media and Target Audience Optimization via High-dimensional Bandits—0
An Ordered Lasso and Sparse Time-Lagged Regression—0
A Convex Sparse PCA for Feature Analysis—0
Accelerated SGD for Non-Strongly-Convex Least Squares—0
Bayesian learning of feature spaces for multitasks problems—0
An Optimal Transport Approach for Network Regression—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