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regression

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Showing 3626–3650 of 9424 papers

TitleStatusHype
Scale-free Unconstrained Online Learning for Curved Losses—0
Random Forest Weighted Local Fréchet Regression with Random Objects—0
L0Learn: A Scalable Package for Sparse Learning using L0 RegularizationCode1
Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in ImagingCode1
Benign-Overfitting in Conditional Average Treatment Effect Prediction with Linear Regression—0
SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology ImagesCode1
Active Learning Improves Performance on Symbolic RegressionTasks in StackGP—0
A Reinforcement Learning Approach to Domain-Knowledge Inclusion Using Grammar Guided Symbolic RegressionCode0
Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity EstimationCode1
House Price Valuation Model Based on Geographically Neural Network Weighted Regression: The Case Study of Shenzhen, China—0
Dynamic Heterogeneous Distribution Regression Panel Models, with an Application to Labor Income Processes—0
Learning to Predict Graphs with Fused Gromov-Wasserstein BarycentersCode1
SCR: Smooth Contour Regression with Geometric Priors—0
Fourier Representations for Black-Box Optimization over Categorical Variables—0
Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning—0
Distribution Regression with Sliced Wasserstein KernelsCode0
Metric-valued regression—0
Optimal Ratio for Data Splitting—0
Measuring and Reducing Model Update Regression in Structured Prediction for NLP—0
Machine Learning Models in Stock Market Prediction—0
A new similarity measure for covariate shift with applications to nonparametric regression—0
HARFE: Hard-Ridge Random Feature ExpansionCode0
Influence of different factors on survival of patients with colorectal cancer—0
Minimax Optimal Algorithms with Fixed-k-Nearest NeighborsCode0
Efficient Privacy Preserving Logistic Regression for Horizontally Distributed Data—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