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regression

Papers

Showing 42214230 of 9424 papers

TitleStatusHype
Manchester Metropolitan at SemEval-2021 Task 1: Convolutional Networks for Complex Word Identification0
IITK@LCP at SemEval-2021 Task 1: Classification for Lexical Complexity Regression Task0
Alejandro Mosquera at SemEval-2021 Task 1: Exploring Sentence and Word Features for Lexical Complexity Prediction0
Implementing an Improved Test of Matrix Rank in Stata0
Knowing When to Quit: Selective Cascaded Regression with Patch Attention for Real-Time Face AlignmentCode0
Data-Driven Constitutive Relation Reveals Scaling Law for Hydrodynamic Transport Coefficients0
Statistical learning method for predicting density-matrix based electron dynamics0
Creating Powerful and Interpretable Models with Regression Networks0
Contemporary Symbolic Regression Methods and their Relative PerformanceCode1
MLMOD: Machine Learning Methods for Data-Driven Modeling in LAMMPSCode0
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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