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regression

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Showing 3651–3675 of 9424 papers

TitleStatusHype
Error-in-variables modelling for operator learning—0
Fuzzy Integral = Contextual Linear Order Statistic—0
Fuzzy Mixed Integer Optimization Model for Regression Approach—0
Fuzzy Model Tree For Early Effort Estimation—0
Optimal Cross-Validation for Sparse Linear Regression—0
Game-Theoretic Algorithms for Conditional Moment Matching—0
GAP Safe screening rules for sparse multi-task and multi-class models—0
Calibration of ordinal regression networks—0
GapTV: Accurate and Interpretable Low-Dimensional Regression and Classification—0
Error Distribution Smoothing:Advancing Low-Dimensional Imbalanced Regression—0
GauCho: Gaussian Distributions with Cholesky Decomposition for Oriented Object Detection—0
Error Correcting Algorithms for Sparsely Correlated Regressors—0
Calibration of Machine Learning Classifiers for Probability of Default Modelling—0
Gaussian Process-based Min-norm Stabilizing Controller for Control-Affine Systems with Uncertain Input Effects and Dynamics—0
Gaussian Processes and Kernel Methods: A Review on Connections and Equivalences—0
Gaussian processes for dynamics learning in model predictive control—0
Adversarially Robust PAC Learnability of Real-Valued Functions—0
Gaussian Processes on Hypergraphs—0
Gaussian Processes with Context-Supported Priors for Active Object Localization—0
Gaussian Processes with Noisy Regression Inputs for Dynamical Systems—0
Error Correcting Algorithms for Sparsely Correlated Regressors—0
Gaussian Process Model for Estimating Piecewise Continuous Regression Functions—0
Error Bounds of the Invariant Statistics in Machine Learning of Ergodic Itô Diffusions—0
Gaussian Process on the Product of Directional Manifolds—0
Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions—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