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regression

Papers

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Showing 4901–4950 of 9424 papers

TitleStatusHype
Variable selection with missing data in both covariates and outcomes: Imputation and machine learningCode0
Heuristics2Annotate: Efficient Annotation of Large-Scale Marathon Dataset For Bounding Box Regression—0
A hybrid ensemble method with negative correlation learning for regressionCode0
Revisiting the empirical fundamental relationship of traffic flow for highways using a causal econometric approach—0
Reducing Racial Bias in Facial Age Prediction using Unsupervised Domain Adaptation in Regression—0
Detecting of multi-modality in probabilistic regression models—0
Modeling Censored Mobility Demand through Quantile Regression Neural Networks—0
IITK@LCP at SemEval 2021 Task 1: Classification for Lexical Complexity Regression TaskCode0
Famous Companies Use More Letters in Logo:A Large-Scale Analysis of Text Area in Logo—0
Machine Learning-Based Approach for Arabic Dialect Identification—0
Reservoir Based Edge Training on RF Data To Deliver Intelligent and Efficient IoT Spectrum Sensors—0
Acquiring a Formality-Informed Lexical Resource for Style AnalysisCode0
Social Media Variety Geolocation with geoBERT—0
Arabic Dialect Identification based on a Weighted Concatenation of TF-IDF Features—0
Regression Analysis of Lexical and Morpho-Syntactic Properties of Kiezdeutsch—0
Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input FeaturesCode0
Optimizing a Supervised Classifier for a Difficult Language Identification Problem—0
High-Dimensional Differentially-Private EM Algorithm: Methods and Near-Optimal Statistical Guarantees—0
EmpNa at WASSA 2021: A Lightweight Model for the Prediction of Empathy, Distress and Emotions from Reactions to News Stories—0
Hopeful Men@LT-EDI-EACL2021: Hope Speech Detection Using Indic Transliteration and Transformers—0
IRNLP_DAIICT@LT-EDI-EACL2021: Hope Speech detection in Code Mixed text using TF-IDF Char N-grams and MuRIL—0
Transfer Learning for Node Regression Applied to Spreading PredictionCode0
Research of Damped Newton Stochastic Gradient Descent Method for Neural Network Training—0
High-Dimensional Uncertainty Quantification via Tensor Regression with Rank Determination and Adaptive Sampling—0
Self-Regression Learning for Blind Hyperspectral Image Fusion Without Label—0
Continuous Weight BalancingCode0
TFPose: Direct Human Pose Estimation with Transformers—0
Shape-constrained Symbolic Regression -- Improving Extrapolation with Prior Knowledge—0
Distributed Learning Consensus Control for Unknown Nonlinear Multi-Agent Systems based on Gaussian Processes—0
Symbolic regression outperforms other models for small data setsCode0
KNN, An Underestimated Model for Regional Rainfall Forecasting—0
Scaling the weight parameters in Markov logic networks and relational logistic regression models—0
Knowledge, beliefs, attitudes and perceived risk about COVID-19 vaccine and determinants of COVID-19 vaccine acceptance in Bangladesh—0
Which Parts Determine the Impression of the Font?—0
Amnesty Policy and Elite Persistence in the Postbellum South: Evidence from a Regression Discontinuity DesignCode0
Leveraging Historical Data for High-Dimensional Regression Adjustment, a Composite Covariate Approach—0
Predicting Demand for Air Taxi Urban Aviation Services using Machine Learning Algorithms—0
Lower Bounds on the Generalization Error of Nonlinear Learning Models—0
Weakly-Supervised Domain Adaptation of Deep Regression Trackers via Reinforced Knowledge Distillation—0
Modeling the Nonsmoothness of Modern Neural Networks—0
Survival Regression with Proper Scoring Rules and Monotonic Neural NetworksCode0
The Geometry of Over-parameterized Regression and Adversarial Perturbations—0
A perturbed utility route choice model—0
US Fatal Police Shooting Analysis and PredictionCode0
Learning Polar Encodings for Arbitrary-Oriented Ship Detection in SAR Images—0
A Variational Inequality Approach to Bayesian Regression Games—0
Semi-Supervised Learning for Bone Mineral Density Estimation in Hip X-ray Images—0
Detecting cognitive decline using speech only: The ADReSSo Challenge—0
What Do We Get from Two-Way Fixed Effects Regressions? Implications from Numerical Equivalence—0
Benign Overfitting of Constant-Stepsize SGD for 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