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regression

Papers

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Showing 1651–1675 of 9424 papers

TitleStatusHype
ChePAN: Constrained Black-Box Uncertainty Modelling with Quantile Regression—0
CHILLAX - at Arabic Hate Speech 2022: A Hybrid Machine Learning and Transformers based Model to Detect Arabic Offensive and Hate Speech—0
A Novel GDP Prediction Technique based on Transfer Learning using CO2 Emission Dataset—0
Chi-square and normal inference in high-dimensional multi-task regression—0
A Feature Importance Analysis for Soft-Sensing-Based Predictions in a Chemical Sulphonation Process—0
ChoiceNet: Robust Learning by Revealing Output Correlations—0
A Novel Large-scale Ordinal Regression Model—0
Decentralized Smoothing ADMM for Quantile Regression with Non-Convex Sparse Penalties—0
Benign-Overfitting in Conditional Average Treatment Effect Prediction with Linear Regression—0
A Nearly-Optimal Bound for Fast Regression with _ Guarantee—0
Clarifying Trust of Materials Property Predictions using Neural Networks with Distribution-Specific Uncertainty Quantification—0
A Novel Multi-Period and Multilateral Price Index—0
Benign Overfitting for Regression with Trained Two-Layer ReLU Networks—0
Benign overfitting and adaptive nonparametric regression—0
A Novel Regression Loss for Non-Parametric Uncertainty Optimization—0
Classical Statistics and Statistical Learning in Imaging Neuroscience—0
A Nearest Neighbor Characterization of Lebesgue Points in Metric Measure Spaces—0
Classification and regression of trajectories rendered as images via 2D Convolutional Neural Networks—0
Classification and regression using an outer approximation projection-gradient method—0
Classification and Self-Supervised Regression of Arrhythmic ECG Signals Using Convolutional Neural Networks—0
Classification as Direction Recovery: Improved Guarantees via Scale Invariance—0
Classification based credit risk analysis: The case of Lending Club—0
Classification based Grasp Detection using Spatial Transformer Network—0
Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications—0
A Comparison of Machine Learning Algorithms for Predicting Sea Surface Temperature in the Great Barrier Reef Region—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