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regression

Papers

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Showing 851–875 of 9424 papers

TitleStatusHype
A Spectral Series Approach to High-Dimensional Nonparametric Regression—0
Assessing high-order effects in feature importance via predictability decomposition—0
A General Method for Robust Bayesian Modeling—0
A Generalized Weighted Optimization Method for Computational Learning and Inversion—0
Active Learning Improves Performance on Symbolic RegressionTasks in StackGP—0
A Generalized Weighted Loss for SVC and MLP—0
A Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression—0
Active Learning for Regression with Aggregated Outputs—0
Acceleration through spectral density estimation—0
A Generalized Stacking for Implementing Ensembles of Gradient Boosting Machines—0
A Generalized Representer Theorem for Hilbert Space - Valued Functions—0
Acceleration of Subspace Learning Machine via Particle Swarm Optimization and Parallel Processing—0
A generalized quadratic loss for SVM and Deep Neural Networks—0
Active learning for regression in engineering populations: A risk-informed approach—0
3D Pose Regression using Convolutional Neural Networks—0
Regression from Dependent Observations—0
Assessing Quality Estimation Models for Sentence-Level Prediction—0
A Generalized Online Mirror Descent with Applications to Classification and Regression—0
A Generalized Meta-loss function for regression and classification using privileged information—0
Active Learning for Regression based on Wasserstein distance and GroupSort Neural Networks—0
A Generalized Kernel Approach to Structured Output Learning—0
A Generalized Framework for Predictive Clustering and Optimization—0
Active Learning for Regression by Inverse Distance Weighting—0
Accelerating Understanding of Scientific Experiments with End to End Symbolic Regression—0
A Sparse Gaussian Process Framework for Photometric Redshift Estimation—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