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regression

Papers

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Showing 1701–1725 of 9424 papers

TitleStatusHype
A Comparison of Machine Learning Algorithms for Predicting Sea Surface Temperature in the Great Barrier Reef Region—0
A parsimonious, computationally efficient machine learning method for spatial regression—0
Benign overfitting in Fixed Dimension via Physics-Informed Learning with Smooth Inductive Bias—0
Benefits of Early Stopping in Gradient Descent for Overparameterized Logistic Regression—0
Cluster Analysis of a Symbolic Regression Search Space—0
Cluster-based Kriging Approximation Algorithms for Complexity Reduction—0
Clustered Covariate Regression—0
Clustered Monotone Transforms for Rating Factorization—0
Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System—0
Cluster Regularization via a Hierarchical Feature Regression—0
Cluster-robust jackknife and bootstrap inference for logistic regression models—0
CMCL 2022 Shared Task on Multilingual and Crosslingual Prediction of Human Reading Behavior—0
Anderson acceleration of coordinate descent—0
CNN-based Landmark Detection in Cardiac CTA Scans—0
Coarse-to-fine Face Alignment with Multi-Scale Local Patch Regression—0
A Piecewise Lyapunov Analysis of Sub-quadratic SGD: Applications to Robust and Quantile Regression—0
Coastal water quality prediction based on machine learning with feature interpretation and spatio-temporal analysis—0
Deep learning generates custom-made logistic regression models for explaining how breast cancer subtypes are classified—0
Benchmarking Visual-Inertial Deep Multimodal Fusion for Relative Pose Regression and Odometry-aided Absolute Pose Regression—0
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning—0
Anchor Free remote sensing detector based on solving discrete polar coordinate equation—0
A Descriptive Study of Variable Discretization and Cost-Sensitive Logistic Regression on Imbalanced Credit Data—0
Coefficient-based Regularized Distribution Regression—0
Coefficient Mutation in the Gene-pool Optimal Mixing Evolutionary Algorithm for Symbolic Regression—0
A Bi-level Framework for Traffic Accident Duration Prediction: Leveraging Weather and Road Condition Data within a Practical Optimum Pipeline—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