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regression

Papers

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Showing 7626–7650 of 9424 papers

TitleStatusHype
Efficient Algorithms for Outlier-Robust Regression—0
Sketching for Principal Component Regression—0
Revisiting differentially private linear regression: optimal and adaptive prediction & estimation in unbounded domainCode0
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild—0
A Comparative Study of Pairwise Learning Methods based on Kernel Ridge Regression—0
Classification based Grasp Detection using Spatial Transformer Network—0
Distributed Nonparametric Regression under Communication Constraints—0
Practical Contextual Bandits with Regression Oracles—0
Detecting non-causal artifacts in multivariate linear regression models—0
Interval-based Prediction Uncertainty Bound Computation in Learning with Missing Values—0
Distributed Multivariate Regression Modeling For Selecting Biomarkers Under Data Protection ConstraintsCode0
Deep Learning for Causal Inference—0
Diversity and degrees of freedom in regression ensembles—0
Learning with Correntropy-induced Losses for Regression with Mixture of Symmetric Stable Noise—0
Decoding of finger trajectory from ECoG using deep learning—0
Maximum likelihood estimation of a finite mixture of logistic regression models in a continuous data streamCode0
Multi-Observation Regression—0
Testability of high-dimensional linear models with non-sparse structures—0
Near-Linear Time Local Polynomial Nonparametric Estimation with Box Kernels—0
EiTAKA at SemEval-2018 Task 1: An Ensemble of N-Channels ConvNet and XGboost Regressors for Emotion Analysis of Tweets—0
Interpreting Complex Regression Models—0
Teacher Improves Learning by Selecting a Training Subset—0
Model Agnostic Time Series Analysis via Matrix EstimationCode0
Machine learning based hyperspectral image analysis: A survey—0
Using Data Mining to Predict Hospital Admissions From the Emergency DepartmentCode0
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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