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regression

Papers

Showing 28512860 of 9424 papers

TitleStatusHype
Comparing Machine Learning-Centered Approaches for Forecasting Language Patterns During Frustration in Early Childhood0
Comparing Expert Systems Built Using Different Uncertain Inference Systems0
Approximating Optimal Estimation of Time Offset Synchronization with Temperature Variations0
A Gaussian Process Based Method with Deep Kernel Learning for Pricing High-dimensional American Options0
Active Exploration in Iterative Gaussian Process Regression for Uncertainty Modeling in Autonomous Racing0
Comparative study of variational quantum circuit and quantum backpropagation multilayer perceptron for COVID-19 outbreak predictions0
Approximate Steepest Coordinate Descent0
Comparative Study of Parameter Selection for Enhanced Edge Inference for a Multi-Output Regression model for Head Pose Estimation0
Comparative Studies of Unsupervised and Supervised Learning Methods based on Multimedia Applications0
Approximate Leave-one-out Cross Validation for Regression with _1 Regularizers (extended version)0
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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