SOTAVerified

regression

Papers

Showing 32513275 of 9424 papers

TitleStatusHype
Estimation of total body fat using symbolic regression and evolutionary algorithms0
Exploring hyperelastic material model discovery for human brain cortex: multivariate analysis vs. artificial neural network approaches0
Estimation of the yield curve for Costa Rica using combinatorial optimization metaheuristics applied to nonlinear regression0
Exploring Speech Pattern Disorders in Autism using Machine Learning0
Exploring the Emotional Landscape of Music: An Analysis of Valence Trends and Genre Variations in Spotify Music Data0
Exploring the Links between the Fundamental Lemma and Kernel Regression0
Carbon Price Forecasting with Quantile Regression and Feature Selection0
Exploring the Unfairness of DP-SGD Across Settings0
An Iterative Algorithm for Rescaled Hyperbolic Functions Regression0
Exploring Topic-Metadata Relationships with the STM: A Bayesian Approach0
Estimation of the Mean Function of Functional Data via Deep Neural Networks0
Exploring Variability in Fine-Tuned Models for Text Classification with DistilBERT0
Estimation of Switched Markov Polynomial NARX models0
Exponentially-Modified Gaussian Mixture Model: Applications in Spectroscopy0
Expressive Symbolic Regression for Interpretable Models of Discrete-Time Dynamical Systems0
ExReg: Wide-range Photo Exposure Correction via a Multi-dimensional Regressor with Attention0
Asymmetric uncertainty : Nowcasting using skewness in real-time data0
Extended Linear Regression: A Kalman Filter Approach for Minimizing Loss via Area Under the Curve0
Extending Deep Learning Models for Limit Order Books to Quantile Regression0
Extending Explainable Ensemble Trees (E2Tree) to regression contexts0
Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks0
Extending the Use of MDL for High-Dimensional Problems: Variable Selection, Robust Fitting, and Additive Modeling0
Estimation of sparse linear regression coefficients under L-subexponential covariates0
Extracting Epistatic Interactions in Type 2 Diabetes Genome-Wide Data Using Stacked Autoencoder0
Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified