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regression

Papers

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Showing 2576–2600 of 9424 papers

TitleStatusHype
Active Nearest Neighbor Regression Through Delaunay Refinement—0
Accuracy Improvement in Differentially Private Logistic Regression: A Pre-training Approach—0
4-D Epanechnikov Mixture Regression in Light Field Image Compression—0
Contextual bandits with surrogate losses: Margin bounds and efficient algorithms—0
Contextual Bandits with Online Neural Regression—0
A Robust Regression Approach for Background/Foreground Segmentation—0
Contextual Bandits in Payment Processing: Non-uniform Exploration and Supervised Learning at Adyen—0
Context-Sensitive Decision Forests for Object Detection—0
A Robust Machine Learning Approach for Path Loss Prediction in 5G Networks with Nested Cross Validation—0
Agile Climate-Sensor Design and Calibration Algorithms Using Machine Learning: Experiments From Cape Point—0
A robust low data solution: dimension prediction of semiconductor nanorods—0
A Robust Learning Algorithm for Regression Models Using Distributionally Robust Optimization under the Wasserstein Metric—0
Aggregation as Unsupervised Learning and its Evaluation—0
Constructing Gaussian Processes via Samplets—0
A robust kernel machine regression towards biomarker selection in multi-omics datasets of osteoporosis for drug discovery—0
On the potential of sequential and non-sequential regression models for Sentinel-1-based biomass prediction in Tanzanian miombo forests—0
Constructing Effective Machine Learning Models for the Sciences: A Multidisciplinary Perspective—0
A Tutorial on Asymptotic Properties for Biostatisticians with Applications to COVID-19 Data—0
Aggregating Data for Optimal and Private Learning—0
Constrained Structured Regression with Convolutional Neural Networks—0
Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bonding—0
A Risk Minimization Principle for a Class of Parzen Estimators—0
Constrained Joint Cascade Regression Framework for Simultaneous Facial Action Unit Recognition and Facial Landmark Detection—0
A risk measurement approach from risk-averse stochastic optimization of score functions—0
Online A-Optimal Design and Active Linear Regression—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