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regression

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Showing 6176–6200 of 9424 papers

TitleStatusHype
Question Type Classification Methods Comparison—0
Classical and quantum regression analysis for the optoelectronic performance of NTCDA/p-Si UV photodiodeCode0
Online Convex Optimization in the Random Order Model—0
Residual Block-based Multi-Label Classification and Localization Network with Integral Regression for Vertebrae Labeling—0
Optimal Estimator for Unlabeled Linear Regression—0
Acceleration through spectral density estimation—0
Healing Gaussian Process Experts—0
Fast OSCAR and OWL with Safe Screening Rules—0
Boosted Histogram Transform for Regression—0
Safe screening rules for L0-regression—0
One-shot Distributed Ridge Regression in High Dimensions—0
Smaller, more accurate regression forests using tree alternating optimization—0
Uniform Convergence of Rank-weighted Learning—0
Sparse Shrunk Additive Models—0
Simplicial Complex Networks—0
On Semi-parametric Inference for BART—0
Quantile Causal DiscoveryCode0
Unseen Face Presentation Attack Detection Using Class-Specific Sparse One-Class Multiple Kernel Fusion Regression—0
Approximate Inference for Fully Bayesian Gaussian Process RegressionCode0
Randomly Projected Additive Gaussian Processes for RegressionCode0
Conditional Correlations and Principal Regression Analysis for Futures—0
Fast Generalized Matrix Regression with Applications in Machine Learning—0
Minimax Semiparametric Learning With Approximate Sparsity—0
W-PoseNet: Dense Correspondence Regularized Pixel Pair Pose Regression—0
One-Class Classification by Ensembles of Regression models -- a detailed studyCode0
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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