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regression

Papers

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Showing 1651–1700 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
Benign Overfitting in Out-of-Distribution Generalization of Linear Models—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
An Efficient Algorithm for Bayesian Nearest Neighbours—0
Adiabatic Quantum Feature Selection for Sparse Linear Regression—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
Compound Poisson Processes, Latent Shrinkage Priors and Bayesian Nonconvex Penalization—0
Benign Overfitting in Linear Regression—0
A Novel Regression Loss for Non-Parametric Uncertainty Optimization—0
Classical Statistics and Statistical Learning in Imaging Neuroscience—0
Benign-Overfitting in Conditional Average Treatment Effect Prediction with Linear Regression—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
Classification Betters Regression in Query-based Multi-document Summarisation Techniques for Question Answering: Macquarie University at BioASQ7b—0
Machine-learning-based head impact subtyping based on the spectral densities of the measurable head kinematics—0
Classification of radiology reports by modality and anatomy: A comparative study—0
Classification of the Chess Endgame problem using Logistic Regression, Decision Trees, and Neural Networks—0
Classification problem in liability insurance using machine learning models: a comparative study—0
An Over-parameterized Exponential Regression—0
A Nearly-Optimal Bound for Fast Regression with _ Guarantee—0
Classification vs regression in overparameterized regimes: Does the loss function matter?—0
Classification with Low Rank and Missing Data—0
ANTLER: Bayesian Nonlinear Tensor Learning and Modeler for Unstructured, Varying-Size Point Cloud Data—0
Classification with unknown class-conditional label noise on non-compact feature spaces—0
Classified Regression for Bayesian Optimization: Robot Learning with Unknown Penalties—0
Classifier Calibration with ROC-Regularized Isotonic Regression—0
Classify Images with Conceptor Network—0
Classifying Dry Eye Disease Patients from Healthy Controls Using Machine Learning and Metabolomics Data—0
Classifying Syntactic Regularities for Hundreds of Languages—0
Classifying variety of customer's online engagement for churn prediction with mixed-penalty logistic regression—0
Classifying Verses of the Quran using Doc2vec—0
Benign Overfitting for Regression with Trained Two-Layer ReLU Networks—0
Benign overfitting and adaptive nonparametric regression—0
A Nearest Neighbor Characterization of Lebesgue Points in Metric Measure Spaces—0
CLeaR: An Adaptive Continual Learning Framework for Regression Tasks—0
Clickbait detection using word embeddings—0
Click Through Rate Prediction for Contextual Advertisment Using Linear Regression—0
A parametric algorithm is optimal for non-parametric regression of smooth functions—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