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regression

Papers

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Showing 3151–3175 of 9424 papers

TitleStatusHype
Case-Base Neural Networks: survival analysis with time-varying, higher-order interactionsCode0
Doubly-Robust Inference for Conditional Average Treatment Effects with High-Dimensional Controls—0
CORE: Learning Consistent Ordinal REpresentations for Image Ordinal Estimation—0
A Coreset Learning Reality Check—0
Symbolic expression generation via Variational Auto-Encoder—0
Delving Deep into Pixel Alignment Feature for Accurate Multi-view Human Mesh Recovery—0
Scalable Estimation for Structured Additive Distributional Regression—0
A survey and taxonomy of loss functions in machine learning—0
Uncertainty Quantification for Local Model Explanations Without Model AccessCode0
Neural network with optimal neuron activation functions based on additive Gaussian process regression—0
Neural Spline Search for Quantile Probabilistic Modeling—0
Synthetic data generation method for data-free knowledge distillation in regression neural networksCode0
Fast and Reliable Jackknife and Bootstrap Methods for Cluster-Robust Inference—0
Optirank: classification for RNA-Seq data with optimal ranking reference genesCode0
SynMotor: A Benchmark Suite for Object Attribute Regression and Multi-task Learning—0
Testing for the appropriate level of clustering in linear regression models—0
Semiparametric Regression for Spatial Data via Deep Learning—0
Asymptotic Theory for Two-Way Clustering—0
LTS-NET: End-to-end Unsupervised Learning of Long-Term 3D Stable objects—0
Distributed Sparse Linear Regression under Communication Constraints—0
Bayesian Additive Main Effects and Multiplicative Interaction Models using Tensor Regression for Multi-environmental TrialsCode0
Isotonic Recalibration under a Low Signal-to-Noise Ratio—0
A Characterization of Multioutput Learnability—0
Plant species richness prediction from DESIS hyperspectral data: A comparison study on feature extraction procedures and regression models—0
Instance-based Explanations for Gradient Boosting Machine Predictions with AXIL WeightsCode0
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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