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regression

Papers

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Showing 5851–5875 of 9424 papers

TitleStatusHype
Simple one-pass algorithm for penalized linear regression with cross-validation on MapReduce—0
Simpler Calibration for Survival Analysis—0
Multivariable Fractional Polynomials for lithium-ion batteries degradation models under dynamic conditions—0
Simplicial Complex Networks—0
Simulating progressive intramural damage leading to aortic dissection using an operator-regression neural network—0
Simulation Methods for Stochastic Storage Problems: A Statistical Learning Perspective—0
Simultaneous Clustering and Optimization for Evolving Datasets—0
Simultaneously Leveraging Output and Task Structures for Multiple-Output Regression—0
Simultaneous regression and feature learning for facial landmarking—0
Single-Document Summarization Using Sentence Embeddings and K-Means Clustering—0
Single Image Estimation of Cell Migration Direction by Deep Circular Regression—0
Single Index Latent Variable Models for Network Topology Inference—0
Single-Label Multi-Class Image Classification by Deep Logistic Regression—0
Single-Stage Is Enough: Multi-Person Absolute 3D Pose Estimation—0
Singular ridge regression with homoscedastic residuals: generalization error with estimated parameters—0
SIoU Loss: More Powerful Learning for Bounding Box Regression—0
Sitting Posture Recognition Using a Spiking Neural Network—0
Six Lectures on Linearized Neural Networks—0
Skeleton-Aware 3D Human Shape Reconstruction From Point Clouds—0
Skeleton-aware multi-scale heatmap regression for 2D hand pose estimation—0
Skeleton Regression: A Graph-Based Approach to Estimation with Manifold Structure—0
Sublinear Update Time Randomized Algorithms for Dynamic Graph Regression—0
Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging—0
Sketching Algorithms and Lower Bounds for Ridge Regression—0
Sketching Datasets for Large-Scale Learning (long version)—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