SOTAVerified

regression

Papers

Showing 901925 of 9424 papers

TitleStatusHype
EnergyStar++: Towards more accurate and explanatory building energy benchmarkingCode0
EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal DataCode0
Enhancing Kernel Flexibility via Learning Asymmetric Locally-Adaptive KernelsCode0
Applying a Pre-trained Language Model to Spanish Twitter Humor PredictionCode0
Evolving-Graph Gaussian ProcessesCode0
A probabilistic and multi-objective analysis of lexicase selection and epsilon-lexicase selectionCode0
Accelerating Genetic Programming using GPUsCode0
End-to-End Learning of Geometry and Context for Deep Stereo RegressionCode0
A Framework for Sample Efficient Interval Estimation with Control VariatesCode0
Experimental Comparison of Semi-parametric, Parametric, and Machine Learning Models for Time-to-Event Analysis Through the Concordance IndexCode0
Active Learning for Manifold Gaussian Process RegressionCode0
A Provably Accurate Randomized Sampling Algorithm for Logistic RegressionCode0
End-to-End Probabilistic Inference for Nonstationary Audio AnalysisCode0
Exploiting Unlabeled Data in CNNs by Self-supervised Learning to RankCode0
Enhancing naive classifier for positive unlabeled data based on logistic regression approachCode0
Active Learning for Non-Parametric Regression Using Purely Random TreesCode0
A Generalization of Convolutional Neural Networks to Graph-Structured DataCode0
A Quantum Neural Network Regression for Modeling Lithium-ion Battery Capacity DegradationCode0
Application of machine learning regression models to inverse eigenvalue problemsCode0
Emotion Intensities in TweetsCode0
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity DesignsCode0
Extremal learning: extremizing the output of a neural network in regression problemsCode0
Emo2Vec: Learning Generalized Emotion Representation by Multi-task TrainingCode0
Face alignment by coarse-to-fine shape searchingCode0
Electron Energy Regression in the CMS High-Granularity Calorimeter PrototypeCode0
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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