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regression

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Showing 3851–3875 of 9424 papers

TitleStatusHype
Buhscitu at SemEval-2020 Task 7: Assessing Humour in Edited News Headlines Using Hand-Crafted Features and Online Knowledge Bases—0
An implicit function learning approach for parametric modal regression—0
A Consistent and Scalable Algorithm for Best Subset Selection in Single Index Models—0
Symbolic Regression on Sparse and Noisy Data with Gaussian Processes—0
GPTreeO: An R package for continual regression with dividing local Gaussian processes—0
GPU-Accelerated Primal Learning for Extremely Fast Large-Scale Classification—0
Enhancing Symbolic Regression and Universal Physics-Informed Neural Networks with Dimensional Analysis—0
GP-Unet: Lesion Detection from Weak Labels with a 3D Regression Network—0
Enhancing Supply Chain Resilience: A Machine Learning Approach for Predicting Product Availability Dates Under Disruption—0
Brute-Force Facial Landmark Analysis With A 140,000-Way Classifier—0
Gradient-Based Empirical Risk Minimization using Local Polynomial Regression—0
Enhancing Social Media Post Popularity Prediction with Visual Content—0
Gradient-based Optimization for Regression in the Functional Tensor-Train Format—0
Enhancing Robustness of Gradient-Boosted Decision Trees through One-Hot Encoding and Regularization—0
Gradient-based Regularization Parameter Selection for Problems with Non-smooth Penalty Functions—0
Gradient Boosted Binary Histogram Ensemble for Large-scale Regression—0
Broad Learning System Based on Maximum Correntropy Criterion—0
Gradient boosting machine with partially randomized decision trees—0
Gradient Boosting Mapping for Dimensionality Reduction and Feature Extraction—0
Enhancing Polynomial Chaos Expansion Based Surrogate Modeling using a Novel Probabilistic Transfer Learning Strategy—0
An Homotopy Algorithm for the Lasso with Online Observations—0
Adversarial Bi-Regressor Network for Domain Adaptive Regression—0
Enhancing Model Interpretability and Accuracy for Disease Progression Prediction via Phenotype-Based Patient Similarity Learning—0
Gradient Descent Converges Linearly for Logistic Regression on Separable Data—0
Enhancing Microgrid Performance Prediction with Attention-based Deep Learning Models—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