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regression

Papers

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Showing 5351–5400 of 9424 papers

TitleStatusHype
Regularised Text Logistic Regression: Key Word Detection and Sentiment Classification for Online Reviews—0
Local Composite Quantile Regression for Regression Discontinuity—0
Conditional Uncorrelation and Efficient Non-approximate Subset Selection in Sparse Regression—0
Empirical Strategy for Stretching Probability Distribution in Neural-network-based Regression—0
Machine Intelligence for Outcome Predictions of Trauma Patients During Emergency Department Care—0
Topology-based Clusterwise Regression for User Segmentation and Demand Forecasting—0
Two-Stage Maximum Score Estimator—0
Multi-Activation Hidden Units for Neural Networks with Random Weights—0
MFL_COVID19: Quantifying Country-based Factors affecting Case Fatality Rate in Early Phase of COVID-19 Epidemic via Regularised Multi-task Feature Learning—0
Isotonic regression with unknown permutations: Statistics, computation, and adaptation—0
Cointegrating Polynomial Regressions with Power Law Trends: Environmental Kuznets Curve or Omitted Time Effects?—0
SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression—0
Can AutoML outperform humans? An evaluation on popular OpenML datasets using AutoML Benchmark—0
A Bayesian Approach with Type-2 Student-tMembership Function for T-S Model Identification—0
Travel time prediction for congested freeways with a dynamic linear model—0
Real-time 3D Facial Tracking via Cascaded Compositional LearningCode0
Efficiency in Real-time Webcam Gaze Tracking—0
Boosting House Price Predictions using Geo-Spatial Network EmbeddingCode0
Semi-Supervised Empirical Risk Minimization: Using unlabeled data to improve prediction—0
Heatmap Regression via Randomized RoundingCode1
Document Similarity from Vector Space Densities—0
Random Forest (RF) Kernel for Regression, Classification and Survival—0
Online Spatiotemporal Action Detection and Prediction via Causal RepresentationsCode0
A Novel Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms—0
Deep Volumetric Universal Lesion Detection using Light-Weight Pseudo 3D Convolution and Surface Point Regression—0
Computer Model Calibration with Time Series Data using Deep Learning and Quantile Regression—0
Introduction to logistic regression—0
Nowcasting in a Pandemic using Non-Parametric Mixed Frequency VARsCode1
Deconvoluting Kernel Density Estimation and Regression for Locally Differentially Private Data—0
Query Focused Multi-document Summarisation of Biomedical Texts: Macquarie Universiy and the Australian National University at BioASQ8bCode0
Certainty Equivalent Perception-Based ControlCode0
Monocular, One-stage, Regression of Multiple 3D PeopleCode2
Query Focused Multi-document Summarisation of Biomedical TextsCode0
Adaptive Sampling of Pareto Frontiers with Binary Constraints Using Regression and ClassificationCode0
Unlabeled Data Help in Graph-Based Semi-Supervised Learning: A Bayesian Nonparametrics Perspective—0
Surrogate Model For Field Optimization Using Beta-VAE Based Regression—0
Software Effort Estimation using parameter tuned Models—0
Temporal Action Localization with Variance-Aware Networks—0
Think about boundary: Fusing multi-level boundary information for landmark heatmap regression—0
Variable selection for Gaussian process regression through a sparse projection—0
Bayesian Geodesic Regression on Riemannian Manifolds—0
syrapropa at SemEval-2020 Task 11: BERT-based Models Design For Propagandistic Technique and Span Detection—0
Balanced Activation for Long-tailed Visual Recognition—0
Fast Approximate Multi-output Gaussian ProcessesCode0
Empirical Likelihood Covariate Adjustment for Regression Discontinuity Designs—0
Defending Regression Learners Against Poisoning AttacksCode0
Doubly Stochastic Variational Inference for Neural Processes with Hierarchical Latent Variables—0
When Homomorphic Encryption Marries Secret Sharing: Secure Large-Scale Sparse Logistic Regression and Applications in Risk Control—0
Minimum discrepancy principle strategy for choosing k in k-NN regressionCode0
Monocular Expressive Body Regression through Body-Driven AttentionCode1
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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