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regression

Papers

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Showing 6051–6100 of 9424 papers

TitleStatusHype
Spinopelvic Anatomic Parameters Prediction Model of NSLBP based on data mining—0
Spintronic Physical Reservoir for Autonomous Prediction and Long-Term Household Energy Load Forecasting—0
SPlit: An Optimal Method for Data Splitting—0
Data-Driven Logistic Regression Ensembles With Applications in Genomics—0
Splitting Gaussian Process Regression for Streaming Data—0
Spoken Speech Enhancement using EEG—0
Spotify Danceability and Popularity Analysis using SAP—0
SPQR: An R Package for Semi-Parametric Density and Quantile Regression—0
Spring-Rod System Identification via Differentiable Physics Engine—0
Squeezing Lemons with Hammers: An Evaluation of AutoML and Tabular Deep Learning for Data-Scarce Classification Applications—0
SSN MLRG1 at SemEval-2018 Task 1: Emotion and Sentiment Intensity Detection Using Rule Based Feature Selection—0
SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression—0
SSP-Pose: Symmetry-Aware Shape Prior Deformation for Direct Category-Level Object Pose Estimation—0
SSR-HEF: Crowd Counting with Multi-Scale Semantic Refining and Hard Example Focusing—0
Stability analysis of distributed Kalman filtering algorithm for stochastic regression model—0
Stability and asymptotic analysis of the Föllmer-Schweizer decomposition on a finite probability space—0
Stability and Risk Bounds of Iterative Hard Thresholding—0
Stability Bounds for Non-i.i.d. Processes—0
Stability of decision trees and logistic regression—0
Stability of Multi-Task Kernel Regression Algorithms—0
Stability Regularized Cross-Validation—0
Stability revisited: new generalisation bounds for the Leave-one-Out—0
Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes—0
Stable Prediction with Model Misspecification and Agnostic Distribution Shift—0
Stacked Approximated Regression Machine: A Simple Deep Learning Approach—0
Stacked dense optical flows and dropout layers to predict sperm motility and morphology—0
Stacked Penalized Logistic Regression for Selecting Views in Multi-View Learning—0
Stacking for Probabilistic Short-term Load Forecasting—0
Stateful Strategic Regression—0
State-Space Dynamic Functional Regression for Multicurve Fixed Income Spread Analysis and Stress Testing—0
State Space Gaussian Processes with Non-Gaussian Likelihood—0
State-space models can learn in-context by gradient descent—0
Stationarity without mean reversion in improper Gaussian processes—0
Stationary Density Estimation of Itô Diffusions Using Deep Learning—0
Statistical abstraction for multi-scale spatio-temporal systems—0
Statistical Agnostic Regression: a machine learning method to validate regression models—0
Statistical-Computational Trade-offs for Recursive Adaptive Partitioning Estimators—0
Statistical-Computational Tradeoffs in Mixed Sparse Linear Regression—0
Statistical consistency and asymptotic normality for high-dimensional robust M-estimators—0
Statistical Estimation for Covariance Structures with Tail Estimates using Nodewise Quantile Predictive Regression Models—0
Statistical Estimation: From Denoising to Sparse Regression and Hidden Cliques—0
Statistical Estimation from Dependent Data—0
Statistical Inference after Kernel Ridge Regression Imputation under item nonresponse—0
Statistical inference for case-control logistic regression via integrating external summary data—0
Statistical Inference for Data-adaptive Doubly Robust Estimators with Survival Outcomes—0
Statistical inference for high dimensional regression via Constrained Lasso—0
Statistical Inference for Low-Rank Tensor Models—0
Statistical Inference for Model Parameters in Stochastic Gradient Descent—0
Statistical inference using Regularized M-estimation in the reproducing kernel Hilbert space for handling missing data—0
Statistical Learning and Inverse Problems: A Stochastic Gradient Approach—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