SOTAVerified

regression

Papers

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Showing 2126–2150 of 9424 papers

TitleStatusHype
Analysis of regularized Nyström subsampling for regression functions of low smoothness—0
A Comparative Study of Sentiment Analysis Using NLP and Different Machine Learning Techniques on US Airline Twitter Data—0
Improving Image-Based Localization with Deep Learning: The Impact of the Loss Function—0
Deep Human Parsing with Active Template Regression—0
Bayesian Geodesic Regression on Riemannian Manifolds—0
Analysis of Regression Tree Fitting Algorithms in Learning to Rank—0
Bayesian generalized fused lasso modeling via NEG distribution—0
Bayesian Federated Inference for regression models based on non-shared multicenter data sets from heterogeneous populations—0
Analysis of purely random forests bias—0
Adaptivity to Local Smoothness and Dimension in Kernel Regression—0
Bayesian feature selection with strongly-regularizing priors maps to the Ising Model—0
Bayesian Dynamical System Identification With Unified Sparsity Priors And Model Uncertainty—0
Analysis of Overparameterization in Continual Learning under a Linear Model—0
Bayesian Dropout—0
Bayesian Density-Density Regression with Application to Cell-Cell Communications—0
Analysis of overfitting in the regularized Cox model—0
Adaptivity of averaged stochastic gradient descent to local strong convexity for logistic regression—0
A Comparative Study of Pairwise Learning Methods based on Kernel Ridge Regression—0
Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification—0
Bayesian Data Sketching for Varying Coefficient Regression Models—0
Analysis of Network Lasso for Semi-Supervised Regression—0
Bayesian Context Aggregation for Neural Processes—0
Bayesian Compressed Regression—0
Analysis of Interpolating Regression Models and the Double Descent Phenomenon—0
Adaptivity for Regularized Kernel Methods by Lepskii's Principle—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