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regression

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Showing 6501–6525 of 9424 papers

TitleStatusHype
Policy Evaluation with Latent Confounders via Optimal BalanceCode0
Model inference for Ordinary Differential Equations by parametric polynomial kernel regression—0
Mass Estimation from Images using Deep Neural Network and Sparse Ground Truth—0
Nonparametric Regression on Low-Dimensional Manifolds using Deep ReLU Networks : Function Approximation and Statistical Recovery—0
Simultaneous Clustering and Optimization for Evolving Datasets—0
Measuring the Algorithmic Convergence of Randomized Ensembles: The Regression Setting—0
BCD-Net for Low-dose CT Reconstruction: Acceleration, Convergence, and Generalization—0
RuleKit: A Comprehensive Suite for Rule-Based LearningCode1
Differential Privacy for Sparse Classification Learning—0
Deep ReLU network approximation of functions on a manifold—0
Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark LocalizationCode1
Distilling Knowledge From a Deep Pose Regressor Network—0
Quality Estimation and Translation Metrics via Pre-trained Word and Sentence Embeddings—0
Modeling Daily Pan Evaporation in Humid Climates Using Gaussian Process Regression—0
ST MADAR 2019 Shared Task: Arabic Fine-Grained Dialect Identification—0
Regression or classification? Automated Essay Scoring for Norwegian—0
Analysing Rhetorical Structure as a Key Feature of Summary Coherence—0
Airbnb Price Prediction Using Machine Learning and Sentiment AnalysisCode0
Tackling Ordinal Regression Problem for Heterogeneous Data: Sparse and Deep Multi-Task Learning Approaches—0
LassoNet: A Neural Network with Feature SparsityCode1
Uncertainty in Model-Agnostic Meta-Learning using Variational Inference—0
Effective and efficient ROI-wise visual encoding using an end-to-end CNN regression model and selective optimizationCode0
Bayesian Robustness: A Nonasymptotic Viewpoint—0
Unifying Structure Analysis and Surrogate-driven Function Regression for Glaucoma OCT Image Screening—0
Momentum-Net: Fast and convergent iterative neural network for inverse problems—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