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regression

Papers

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Showing 1926–1950 of 9424 papers

TitleStatusHype
A natural language processing-based approach: mapping human perception by understanding deep semantic features in street view images—0
Consistent regression of biophysical parameters with kernel methods—0
A Riemannian gossip approach to subspace learning on Grassmann manifold—0
Consistent Risk Estimation in Moderately High-Dimensional Linear Regression—0
Consistent Robust Regression—0
Consistent selection of tuning parameters via variable selection stability—0
Consistent specification testing under spatial dependence—0
An Attention-Guided Deep Regression Model for Landmark Detection in Cephalograms—0
Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability—0
A risk measurement approach from risk-averse stochastic optimization of score functions—0
Constrained Joint Cascade Regression Framework for Simultaneous Facial Action Unit Recognition and Facial Landmark Detection—0
Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bonding—0
Constrained Structured Regression with Convolutional Neural Networks—0
Constructing Effective Machine Learning Models for the Sciences: A Multidisciplinary Perspective—0
On the potential of sequential and non-sequential regression models for Sentinel-1-based biomass prediction in Tanzanian miombo forests—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
Bayesian surrogate learning in dynamic simulator-based regression problems—0
AbHE: All Attention-based Homography Estimation—0
A robust low data solution: dimension prediction of semiconductor nanorods—0
Eluder-based Regret for Stochastic Contextual MDPs—0
Context-Sensitive Decision Forests for Object Detection—0
Contextual Bandits in Payment Processing: Non-uniform Exploration and Supervised Learning at Adyen—0
Contextual Bandits with Online Neural Regression—0
Coupled Depth Learning—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