SOTAVerified

regression

Papers

Showing 46264650 of 9424 papers

TitleStatusHype
Analytical results for uncertainty propagation through trained machine learning regression models0
Bayesian Kernel Regression for Functional Data0
Disruption Prediction in Fusion Devices through Feature Extraction and Logistic Regression0
Disjoint Contrastive Regression Learning for Multi-Sourced Annotations0
Bayesian Kernel and Mutual k-Nearest Neighbor Regression0
Analytical Modelling of Exoplanet Transit Specroscopy with Dimensional Analysis and Symbolic Regression0
Disentangling Genotype and Environment Specific Latent Features for Improved Trait Prediction using a Compositional Autoencoder0
Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face Alignment0
Bayesian inverse regression for dimension reduction with small datasets0
Disentangled State Space Representations0
Bayesian Information Sharing Between Noise And Regression Models Improves Prediction of Weak Effects0
Analysis of various climate change parameters in India using machine learning0
A comparative study on feature selection for a risk prediction model for colorectal cancer0
Disease Severity Regression with Continuous Data Augmentation0
Bayesian Inference for the Multinomial Probit Model under Gaussian Prior Distribution0
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination0
Discriminative Ridge Machine: A Classifier for High-Dimensional Data or Imbalanced Data0
Data Augementation with Polya Inverse Gamma0
Analysis of the vulnerability of machine learning regression models to adversarial attacks using data from 5G wireless networks0
Discriminative Noise Robust Sparse Orthogonal Label Regression-based Domain Adaptation0
Discriminative Density-ratio Estimation0
Discriminative Clustering by Regularized Information Maximization0
Discriminating Homonymy from Polysemy in Wordnets: English, Spanish and Polish Nouns0
Bayesian Inference for Gamma Models0
Analysis of the expected L_2 error of an over-parametrized deep neural network estimate learned by gradient descent without regularization0
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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