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regression

Papers

Showing 13511375 of 9424 papers

TitleStatusHype
A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark DetectionCode0
Evolving-Graph Gaussian ProcessesCode0
Analysis of Bootstrap and Subsampling in High-dimensional Regularized RegressionCode0
Distribution Regression with Sliced Wasserstein KernelsCode0
Disturbing Target Values for Neural Network RegularizationCode0
Bayesian Additive Main Effects and Multiplicative Interaction Models using Tensor Regression for Multi-environmental TrialsCode0
A Comparison of Machine Learning Algorithms Applied to American Legislature PolarizationCode0
Experimental Comparison of Semi-parametric, Parametric, and Machine Learning Models for Time-to-Event Analysis Through the Concordance IndexCode0
Distribution-Free Predictive Inference For RegressionCode0
Bayesian adaptive and interpretable functional regression for exposure profilesCode0
Exploiting Unlabeled Data in CNNs by Self-supervised Learning to RankCode0
Exploration of register-dependent lexical semantics using word embeddingsCode0
Distributional Reinforcement Learning with Quantile RegressionCode0
Systematically designing better instance counting models on cell images with Neural Arithmetic Logic UnitsCode0
Exploring Generative Adversarial Networks for Image-to-Image Translation in STEM SimulationCode0
Exploring helical dynamos with machine learningCode0
Distribution Regression in Duration Analysis: an Application to Unemployment SpellsCode0
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out CodesCode0
Face alignment by coarse-to-fine shape searchingCode0
Face Alignment using a 3D Deeply-initialized Ensemble of Regression TreesCode0
Bayesian Active Learning By Distribution DisagreementCode0
Distributionally Robust Policy Evaluation under General Covariate Shift in Contextual BanditsCode0
Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation MaximizationCode0
Fairness for Robust Log Loss ClassificationCode0
Analysing the Behaviour of Tree-Based Neural Networks in Regression TasksCode0
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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